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FORGET ChatGPT, This AI TOOL is a GAMECHANGER šŸ”„
youtube
LLM Vibe Score0.299
Human Vibe Score0.32
Ishan Sharma•Oct 19, 2024

FORGET ChatGPT, This AI TOOL is a GAMECHANGER šŸ”„

Ishan Sharma: FORGET ChatGPT, This AI TOOL is a GAMECHANGER šŸ”„ Google just dropped NotebookLM and it is changing everything. I was using ChatGPT so far for research and learning, but NotebookLM has stolen the charm. NotebookLM lets you convert PDFs, YouTube videos, or Websites into Audio Podcasts This is a 2 person conversational podcast about the topic And Trust me, it sounds too good to be AI generated. It's powered by Google's latest Gemini 1.5 model. But that’s not all! You can add multiple sources in a notebook And also get a summary, table of contents, study guide And MORE in seconds! THIS is a game changer for learners, researchers, and creators! Helping you skyrocket your productivity. It's also great for school students and college students to learn anything faster. Try it out on notebooklm.google.com šŸ“ø Instagram: https://bit.ly/ishansharma7390ig Join MarkitUpX Discord Server: https://discord.gg/fwSpTje4rh Timestamps 😁 About Me: https://bit.ly/aboutishansharma šŸ“± Twitter: https://bit.ly/ishansharma7390twt šŸ“ LinkedIn: https://bit.ly/ishansharma7390li 🌟 Please leave a LIKE ā¤ļø and SUBSCRIBE for more AMAZING content! 🌟 3 Books You Should Read šŸ“ˆPsychology of Money: https://amzn.to/30wx4bW šŸ‘€Subtle Art of Not Giving a F: https://amzn.to/30zwWbP šŸ’¼Rework: https://amzn.to/3ALsAuz Tech I use every day šŸ’»MacBook Air M1: https://amzn.to/2YWKPjG šŸ“ŗLG 29' Ultrawide Monitor: https://amzn.to/3aG0p5p šŸŽ„Sony ZV1: https://amzn.to/3ANqgDb šŸŽ™Blue Yeti Mic: https://amzn.to/2YYbiNN ⽓Tripod Stand: https://amzn.to/3mVUiQc šŸ”…Ring Light: https://amzn.to/2YQlzLJ šŸŽ§Marshall Major II Headphone: https://amzn.to/3lLhTDQ šŸ–±Logitech mouse: https://amzn.to/3p8edOC šŸ’ŗGreen Soul Chair: https://amzn.to/3mWIxZP ✨ Tags ✨ ishan sharma,FORGET ChatGPT This AI TOOL is a GAMECHANGER,chatgpt,gpt-4o,chatgpt 4o,gpt4o,openai,gpt 4,openai sora,microsoft openai,artificial intelligence,ai,chatbot,gpt-4,chatgpt-4,new gpt ai model,chatgpt vision,chatgpt chatbot,chatgpt4o,new ai,chat gpt,chatgpt 4,gpt update,chat gpt 4o,google notebooklm,google notebook,google notebook app,google notebooklm tool,google keep,google ai,google app ai,google notes app,google notes ai ✨ Hashtags ✨ #google #chatgpt #ai

Behind the scene : fundraising pre-seed of an AI startup
reddit
LLM Vibe Score0
Human Vibe Score1
Consistent-Wafer7325•This week

Behind the scene : fundraising pre-seed of an AI startup

A bit of feedback from our journey at our AI startup. We started prototyping stuff around agentic AI last winter with very cool underlying tech research based on some academic papers (I can send you links if you're interested in LLM orchestration). I'm a serial entrepreneur with 2x exits, nothing went fancy but enough to keep going into the next topic. This time, running an AI project has been a bit different and unique due to the huge interest around the topic. Here are a few insights. Jan \~ Mar: Research Nothing was serious, just a side project with a friend on weekends (the guy became our lead SWE). Market was promising and we had the convinction that our tech can be game changer in computer systems workflows. March \~ April: Market Waking Up Devin published their pre-seed $20m fundraising led by Founders Fund; they paved the market with legitimacy. I decided to launch some coffee meetings with a few angels in my network. Interest confirmed. Back to work on some more serious early prototyping; hard work started here. April \~ May: YC S24 (Fail) Pumped up by our prospective angels and the market waking up on the agentic topic, I applied to YC as a solo founder (was still looking for funds and co-founders). Eventually got rejected (no co-founder and not US-based). May \~ July: VC Dance (Momentum 1) Almost randomly at the same time we got rejected from YC, I got introduced to key members of the VC community by one of our prospective angels. Interest went crazy... tons of calls. Brace yourself here, we probably met 30\~40 funds (+ angels). Got strong interests from 4\~5 of them (3 to 5 meetings each), ultimately closed 1 and some interests which might convert later in the next stage. The legend of AI being hype is true. Majority of our calls went only by word of mouth, lots of inbounds, people even not having the deck would book us a call in the next 48h after saying hi. Also lots of "tourists," just looking because of AI but with no strong opinion on the subject to move further. The hearsay about 90% rejection is true. You'll have a lot of nos, ending some days exhausted and unmotivated. End July: Closing, the Hard Part The VC roadshow is kind of an art you need to master. You need to keep momentum high enough and looking over-subscribed. Good pre-seed VC deals are over-competitive, and good funds only focus on them; they will have opportunities to catch up on lost chances at the seed stage later. We succeeded (arduously) to close our 18\~24mo budget with 1 VC, a few angels, and some state-guaranteed debt. Cash in bank just on time for payday in August (don't under-estimate time of processing) Now: Launching and Prepping the Seed Round We're now in our first weeks of go-to-market with a lot of uncertainty but a very ambitious plan ahead. The good part of having met TONS of VCs during the pre-seed roadshow is that we met probably our future lead investors in these. What would look like a loss of time in the initial pre-seed VC meetings has been finally very prolific, helping us to refine our strategy, assessing more in-depth the market (investors have a lot of insights, they meet a lot of people... that's their full-time job). We now have clear milestones and are heading to raise our seed round by end of year/Q1 if stars stay aligned :) Don't give up, the show must go on.

Behind the scene : fundraising pre-seed of an AI startup
reddit
LLM Vibe Score0
Human Vibe Score1
Consistent-Wafer7325•This week

Behind the scene : fundraising pre-seed of an AI startup

A bit of feedback from our journey at our AI startup. We started prototyping stuff around agentic AI last winter with very cool underlying tech research based on some academic papers (I can send you links if you're interested in LLM orchestration). I'm a serial entrepreneur with 2x exits, nothing went fancy but enough to keep going into the next topic. This time, running an AI project has been a bit different and unique due to the huge interest around the topic. Here are a few insights. Jan \~ Mar: Research Nothing was serious, just a side project with a friend on weekends (the guy became our lead SWE). Market was promising and we had the convinction that our tech can be game changer in computer systems workflows. March \~ April: Market Waking Up Devin published their pre-seed $20m fundraising led by Founders Fund; they paved the market with legitimacy. I decided to launch some coffee meetings with a few angels in my network. Interest confirmed. Back to work on some more serious early prototyping; hard work started here. April \~ May: YC S24 (Fail) Pumped up by our prospective angels and the market waking up on the agentic topic, I applied to YC as a solo founder (was still looking for funds and co-founders). Eventually got rejected (no co-founder and not US-based). May \~ July: VC Dance (Momentum 1) Almost randomly at the same time we got rejected from YC, I got introduced to key members of the VC community by one of our prospective angels. Interest went crazy... tons of calls. Brace yourself here, we probably met 30\~40 funds (+ angels). Got strong interests from 4\~5 of them (3 to 5 meetings each), ultimately closed 1 and some interests which might convert later in the next stage. The legend of AI being hype is true. Majority of our calls went only by word of mouth, lots of inbounds, people even not having the deck would book us a call in the next 48h after saying hi. Also lots of "tourists," just looking because of AI but with no strong opinion on the subject to move further. The hearsay about 90% rejection is true. You'll have a lot of nos, ending some days exhausted and unmotivated. End July: Closing, the Hard Part The VC roadshow is kind of an art you need to master. You need to keep momentum high enough and looking over-subscribed. Good pre-seed VC deals are over-competitive, and good funds only focus on them; they will have opportunities to catch up on lost chances at the seed stage later. We succeeded (arduously) to close our 18\~24mo budget with 1 VC, a few angels, and some state-guaranteed debt. Cash in bank just on time for payday in August (don't under-estimate time of processing) Now: Launching and Prepping the Seed Round We're now in our first weeks of go-to-market with a lot of uncertainty but a very ambitious plan ahead. The good part of having met TONS of VCs during the pre-seed roadshow is that we met probably our future lead investors in these. What would look like a loss of time in the initial pre-seed VC meetings has been finally very prolific, helping us to refine our strategy, assessing more in-depth the market (investors have a lot of insights, they meet a lot of people... that's their full-time job). We now have clear milestones and are heading to raise our seed round by end of year/Q1 if stars stay aligned :) Don't give up, the show must go on.

Nuts and bolts AI implementation for small business
reddit
LLM Vibe Score0
Human Vibe Score1
Training-Swan-6379•This week

Nuts and bolts AI implementation for small business

How can small businesses use AI to increase sales or decrease expenses without massive disruption? One way for us is using AI to process our email history to identify patterns and write personalized messages based on past correspondence. According to legal advice in which I have confidence, email that is personalized for each recipient (and meets other standards) does not need to be opt in. If you disagree - understood - but spam morality is not the topic here. Bottom line - obviously a game changer. Knowing phrases people have used before becoming clients - and all of the possible permutations of those phrases, and detecting where those phrases show up will make our sales and marketing many times more effective for a fraction of the cost. There's a reason big corps. record calls, and now small business can leverage the same technology. We are setting up a process that yields accurate, up to date, comprehensive data for our own business operations. Our clients - who are they and how has their demographic changed over time? To answer this question and for email personalization, we also need access to external data sources e.g. like accurate up to date company demographics. IMO - the leader in company data in the US? THEY SUCK. We found there is no magic fairy who is going to make good data appear for our AI. The process of applying our own proprietary knowledge to code and categorize the data is just as important, and obviously highly sensitive. How do we leverage the AI technologies of companies like Google and Microsoft (or anyone else) without being their bitch? Below is a list of some of the sources of my business's data: Data sources: PST/OST/Other Email data files Microsoft data from Windows/O365 Windows/Linux/Android/IOS application logs and other data Web server logs for the company website. SEO/Analytics Data Google data export Google voice/VOIP logs OneDrive/G drive Other Phone system/cell service logs Other SAAS and in-house application data. Facebook/social media data for company pages. QuickBooks/other accounting systems/business bank account logs POS/Credit card processing systems/PayPal, etc. OSINT to fill in the blanks

Nuts and bolts AI implementation for small business
reddit
LLM Vibe Score0
Human Vibe Score1
Training-Swan-6379•This week

Nuts and bolts AI implementation for small business

How can small businesses use AI to increase sales or decrease expenses without massive disruption? One way for us is using AI to process our email history to identify patterns and write personalized messages based on past correspondence. According to legal advice in which I have confidence, email that is personalized for each recipient (and meets other standards) does not need to be opt in. If you disagree - understood - but spam morality is not the topic here. Bottom line - obviously a game changer. Knowing phrases people have used before becoming clients - and all of the possible permutations of those phrases, and detecting where those phrases show up will make our sales and marketing many times more effective for a fraction of the cost. There's a reason big corps. record calls, and now small business can leverage the same technology. We are setting up a process that yields accurate, up to date, comprehensive data for our own business operations. Our clients - who are they and how has their demographic changed over time? To answer this question and for email personalization, we also need access to external data sources e.g. like accurate up to date company demographics. IMO - the leader in company data in the US? THEY SUCK. We found there is no magic fairy who is going to make good data appear for our AI. The process of applying our own proprietary knowledge to code and categorize the data is just as important, and obviously highly sensitive. How do we leverage the AI technologies of companies like Google and Microsoft (or anyone else) without being their bitch? Below is a list of some of the sources of my business's data: Data sources: PST/OST/Other Email data files Microsoft data from Windows/O365 Windows/Linux/Android/IOS application logs and other data Web server logs for the company website. SEO/Analytics Data Google data export Google voice/VOIP logs OneDrive/G drive Other Phone system/cell service logs Other SAAS and in-house application data. Facebook/social media data for company pages. QuickBooks/other accounting systems/business bank account logs POS/Credit card processing systems/PayPal, etc. OSINT to fill in the blanks

Learning Resources + Side Project Ideas
reddit
LLM Vibe Score0
Human Vibe Score1
Any-Reserve-4403•This week

Learning Resources + Side Project Ideas

I made a post last night about my journey to landing an AI internship and have received a lot of responses asking about side projects and learning resources, so I am making another thread here consolidating this information for all those that are curious! Learning Process Step 1) Learn the basic fundamentals of the Math USE YOUTUBE!!! Literally just type in 'Machine Learning Math" and you will get tons of playlists covering nearly every topic. Personally I would focus on Linear Algebra and Calculus - specifically matrices/vector operations, dot products, eigenvectors/eigenvalues, derivatives and gradients. It might take a few tries until you find someone that meshes well with your learning style, but 3Blue1Brown is my top recommendation. I also read the book "Why Machines Learn" and found that extremely insightful. Work on implementing the math both with pen and paper then in Python. Step 2) Once you have a grip on the math fundamentals, I would pick up Hands-on Machine Learning with Sci-kit Learn, Keras and TensorFlow. This book was a game changer for me. It goes more in depth on the math and covers every topic from Linear Regression to the Transformers architecture. It also introduces you to Kaggle and some beginner level side projects. Step 3) After that book I would begin on side projects and also checking out other similar books, specifically Hands on Large Language Models and Hands on Generative AI. Step 4) If you have read all three of these books, and fully comprehend everything, then I would start looking up papers. I would just ask ChatGPT to feed you papers that are most relevant to your interests. Beginner Side Project Ideas 1) Build a Neural Network from scratch, using just Numpy. It can be super basic - have one input layer with 2 nodes, 1 hidden layer with 2 nodes, and output layer with one node. Learn about the forward feed process and play around with different activation functions and loss functions. Learn how these activation functions and loss functions impact backpropagation (hint: the derivatives of the activation functions and loss functions are all different). Get really good at this and understand the difference between regression models and classification models and which activation/loss functions go with which type of model. If you are really feeling crazy and are more focused on a SWE type of role, try doing it in a language other than python and try building a frontend for it so there is an interface where a user can input data and select their model architecture. 2) Build a CNN Image Classifier for the MNIST - Get familiar with the intricacies of CNN's, image manipulation, and basic computer vision concepts. 3) Build on top of open source LLM's. Go to Hugging Face's models page and start playing around with some. 4) KAGGLE COMPETITIONS - I will not explain further, do Kaggle Competitions. Other Resources I've mentioned YouTube, several books and Hugging Face. I also recommend: DataLemur.com \- Python practice, SQL practices, ML questions - his book Ace the Data Science Interview is also very good. X.com \- follow people that are prominent in the space. I joined an AI and Math Group that is constantly posting resources in there deep-ml.com If you have found any of this helpful - feel free to give me a follow on X and stay in touch @ x.com/hark0nnen\

I realized that AI will create equal footing for non-technical / non-coders compared to coders
reddit
LLM Vibe Score0
Human Vibe Score1
MatanNahmani•This week

I realized that AI will create equal footing for non-technical / non-coders compared to coders

Hey fellow entrepreneurs, I started my current entrepreneurial journey following the advice to ā€œbuild something that solves a problem you have.ā€ As a coder, I wanted to code faster/better/stronger/etc. So I tried out dozens of AI coding tools to see the state of the market.Ā  I took the best components I saw and started making my own flavor of tool, but sort of shelved it because as a coder I felt that the results were a bit alien (such as getting the AI to follow my code style, write idiomatic code, or refactor the same way I would.) I concluded that building AI coding tools for coders is tricky because as coders we’re so particular about the specifics of our code. Meanwhile, my absolutely non-technical friend was hitting me up to help him build a website for a new real-estate company that he’s launching, and he wanted my help. I really respect his hustle, but I was swamped trying to figure out my own product/market, so I told him he could use my AI coder and I would try to help out when he got stuck. He didn’t get stuck though, not once, and he launched his site over the weekend. I was truly shocked he did it all on his own, so I asked him to share his logs. It was wild – he managed to code a more or less state of the art website (good design, SEO, well-structured source code, Google Analytics, mailing lists. etc.) with absolutely no help. It cost him less than $100 in AI credits, instead of the price quotes of $20,000 - $50,000 from freelancers and agencies. Now I’m seriously pursuing AI coding tools again, but this time with a new passion: AI for non-coder / non-technical people is a 100x game changer. I think 2025 is going to be the year of the entrepreneur, where there will be a hundred times the businesses started because what held people back before was the lack of a technical co-founder or the cash to compensate engineers. Now it costs next to nothing to get started. I’m curious if anyone else has had a similar realization? Anyway, I’ve put the link below to my GitHub if you want to try it (open source, you pay for AI credits). But the main reason for my post is that I feel like I’m living in this new world of realization that being a human on earth is going to get a LOT more interesting in the coming years. There’s literally no excuse to take a job you hate, and nothing stopping people from launching a business. For anyone interested in checking it out or providing feedback you can search for kodu ai on github or kodu ai on google Best of luck to everyone on your entrepreneurial journey! P.s not sure if this is the right flair

I built an AI Agent in 43 min to automate my workflows (Zero Coding)
youtube
LLM Vibe Score0.459
Human Vibe Score0.88
Greg Isenberg•Jan 31, 2025

I built an AI Agent in 43 min to automate my workflows (Zero Coding)

In this episode, Max Brodeur-Urbas, Gumloop's CEO, where we dive deep into how to build AI agents and how to automate any workflow. We cover various use cases, from automated sales outreach to content generation. Max shows us how Gumloop makes complex automations accessible to everyone by having user-friendly UI/UX, intuitive workflow buildouts, and easy custom integration creation. Timestamps: 00:00 - Intro 02:29 - Gumloop Workflow Overview 05:00 - Example: Lead Automation Workflow 10:23 - Templates for Workflows 12:21 - Example: YouTube to Blog Post Automation Workflow 21:03 - Gumloop Interfaces Demonstration 21:40 - Example: Media Ad Library Analyzer Automation Workflow 24:38 - Using Gumloop for SaaS Products 26:25 - Example: Analyze Daily Calendar Automation Workflow 27:47 - Output of Media Ad Library Analyzer Automation Workflow 28:43 - Cost of Running Gumloop 30:34 - Custom Node Builder Demonstration 34:18 - Gumloop Chrome Extension 37:06 - Final thoughts on business automation Gumloop Templates: https://www.gumloop.com/templates Key Points: • Demonstration of Gumloop's automation platform for building AI-powered workflows • Showcase of features including custom nodes, Chrome extension, and interface builder • Real-world examples of automated processes for sales, recruitment, and content generation • Discussion of practical business applications and cost-effectiveness of automation: Key Features Demonstrated: • Visual workflow builder • AI-powered content generation • Custom integration creation • Chrome extension functionality • Interface builder for non-technical users • Webhook integration capabilities 1) Gumloop is a visual workflow builder that lets you create powerful AI automations by connecting "nodes" - think Zapier meets ChatGPT, but WAY more powerful. Key features that stood out: 2) SUBFLOWS: Create reusable workflow components Build once, use everywhere Share with team members Perfect for complex operations Makes scaling easier 3) The YouTube Blog Post Generator is INSANE: Takes any YT video link Extracts transcript Generates TLDR summary Creates full blog post Adds video embed Posts to CMS Cost? About $1.62 per post 4) Competitor Ad Analysis automation: Scrapes competitor FB/IG ads Uses Gemini to analyze videos/images Generates strategy insights Sends beautiful email reports Runs on schedule Save 40+ hours/month 5) Custom Node Builder = game changer Create your own integrations No coding required AI helps write the code Share with your team Endless possibilities 6) Chrome Extension feature: Turn any workflow into a 1-click tool Works on any webpage Perfect for LinkedIn outreach Data enrichment Email automation 7) Why this matters: Most companies (even $1B+ ones) are still doing things manually that could be automated. The competitive advantage isn't just having AI - it's automating your workflows at scale. 8) Pricing & Getting Started: Free to try No CC required 1000 free credits with tutorial Build custom workflows Join their community Notable Quotes: "If you can list it as a list of steps, like for an intern, you would hand off a little sticky note being like, you do these 15 things in a row and that's the entire workflow, then you can 100% automate it." - Max "Being in business is a game of unfair advantages... And that means it's always about how do you save time as founders and executive teams." - Greg LCA helps Fortune 500s and fast-growing startups build their future - from Warner Music to Fortnite to Dropbox. We turn 'what if' into reality with AI, apps, and next-gen products https://latecheckout.agency/ BoringAds — ads agency that will build you profitable ad campaigns http://boringads.com/ BoringMarketing — SEO agency and tools to get your organic customers http://boringmarketing.com/ Startup Empire - a membership for builders who want to build cash-flowing businesses https://www.startupempire.co FIND ME ON SOCIAL X/Twitter: https://twitter.com/gregisenberg Instagram: https://instagram.com/gregisenberg/ LinkedIn: https://www.linkedin.com/in/gisenberg/ FIND MAX ON SOCIAL Gumloop: https://www.gumloop.com X/Twitter: https://x.com/maxbrodeururbas?lang=en LinkedIn: https://www.linkedin.com/in/max-brodeur-urbas-1a4b25172/

Seeking Your Feedback: SeedHustle and Your Small Business Journey✨
reddit
LLM Vibe Score0
Human Vibe Score1
EntryElectronic•This week

Seeking Your Feedback: SeedHustle and Your Small Business Journey✨

Hello, everyone, I'm one of the co-founder of SeedHustle, and I wanted to have an authentic discussion with you about our recent developments. SeedHustle is a project dear to us, with the aim of simplifying the often complex process of connecting startups with venture capitalists. 🌟 Why did we embark on this journey? Well, we've been in your shoes, experiencing the frustration of the never-ending search for the right VC partner and the challenges of establishing meaningful connections. This shared experience led to the creation of (https://seedhustle.ai/ ) . So, what's the deal with SeedHustle? It's our effort to streamline the process of finding the ideal VC match. You provide us with your company details, and our AI system goes to work, suggesting potential VCs and explaining why they might be a good fit based on their past investments and backgrounds. We also provide real-time data on their funds. We're currently in the private beta phase and want to extend an invitation to join our Discord community. It's a space where founders can share their stories and possibly make introductions to VCs. As founders who thrive on AI challenges, we believe this could be a game-changer. šŸ‘‚ I'm here to have an open dialogue. Is there anything you'd like to discuss? Whether it's SeedHustle, our journey, or your own small business experiences, we're all ears. Here are a few conversation starters: \-Does SeedHustle align with your small business journey? \-Do you have any suggestions for how we can improve our platform? \-Is there anything about what we're doing that's unclear or not quite resonating with you? Your feedback is incredibly valuable to us, so please feel free to reach out. Thank you for being a part of this journey, and we hope to see you in our Discord community for a chat! šŸ˜ŠšŸš€

The Future of AI in eCommerce Marketing: What to Expect šŸš€
reddit
LLM Vibe Score0
Human Vibe Score0
McFlyAds•This week

The Future of AI in eCommerce Marketing: What to Expect šŸš€

Hey Reddit community! As we dive deeper into 2025, the integration of AI in eCommerce marketing is becoming more sophisticated and impactful. Here’s a look at where AI is headed and how it's revolutionizing the industry: Personalized Shopping Experiences: AI is enhancing personalization by analyzing consumer behavior and preferences, allowing retailers to offer tailored recommendations and promotions. This not only boosts customer satisfaction but also increases conversion rates. Chatbots and Virtual Assistants: AI-powered chatbots are becoming more intuitive and capable of handling complex queries, providing 24/7 customer support, and improving overall user experience. They’re a game-changer for eCommerce businesses looking to enhance customer engagement. Predictive Analytics: With AI, businesses can leverage predictive analytics to forecast trends, optimize inventory, and refine marketing strategies. This helps in making data-driven decisions that align with consumer demands and market dynamics. Automated Content Creation: AI tools are being used to generate product descriptions, social media posts, and even ad copy. This automation saves time and ensures consistency across marketing channels. Visual and Voice Search: AI is powering visual and voice search capabilities, making it easier for consumers to find products using images or voice commands. This technology is set to transform how users interact with eCommerce platforms. Fraud Detection: AI algorithms are improving fraud detection by analyzing transaction patterns and identifying anomalies. This is crucial for maintaining trust and security in online shopping. As AI continues to evolve, it will undoubtedly reshape the eCommerce landscape, offering new opportunities for innovation and growth. What are your thoughts on the future of AI in eCommerce marketing? Let's discuss!

Building a No-Code AI Customer Service Tool While Working 9-5 | All real - No BS
reddit
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Human Vibe Score1
Content_Limit_9723•This week

Building a No-Code AI Customer Service Tool While Working 9-5 | All real - No BS

I want to share my journey of building Chaterimo, my first revenue-generating side project that I've been working on for the past 1.5 years alongside my day job. What started as a solution to make AI chatbots more accessible has grown to over 300 signups, 30 paying customers, and 50,000+ customer queries handled. The Problem I Wanted to Solve: It started with my father's business struggling with customer service - hiring staff was expensive and they would eventually leave, creating a constant cycle of training new people. I decided to help by building a livechat chatbot powered by AI to handle customer queries. The first version was basic (running on ChatGPT-3 with 4k tokens), but it worked! Seeing its success at my father's business, I realized this could help many other businesses too. As I kept improving it and adding features, I expanded to focus on e-commerce stores facing similar challenges. What Makes Chaterimo Different: True no-code setup: Install and run in seconds Choice of AI Models: ChatGPT by default, with options for Claude and the latest Gemini Flexible API Integration: Bring your own API keys for cheaper, unlimited messaging Smart Context Understanding: Can search Google or scan the current webpage to provide relevant answers Lead Generation: Capture and manage potential customer information Rich Integrations: Works with Shopify, Facebook Messenger, and Make for automation Customizable Bot Personality: Edit your chatbot's role and behavior through system prompts The Journey: This is my first side project that's actually generating revenue ($500+ MRR), unlike my previous "just for fun" projects. The past 1.5 years have been a learning experience, balancing development with a full-time job. What started as a simple idea has evolved based on real user feedback and needs. Current Metrics: 300+ total signups 30 paying customers 50,000+ customer queries successfully handled by AI $500+ monthly recurring revenue All while maintaining a 9-5 job Some Things I've Learned: Focus on making things simpler, not adding more features Listen to users - they'll tell you what they really need Flexibility matters - letting users use their own API keys was a game-changer Building something you believe in makes all the difference I'm still actively improving Chaterimo based on feedback. If you're running a website or e-commerce store and want to try it out, I'd love to hear your thoughts. What's Next: I'm focused on making the onboarding even smoother and adding more customization options while keeping the core simplicity that makes Chaterimo work. Would love to hear your thoughts or answer any questions! Has anyone else built successful side projects while working full-time? What were your biggest learnings?

Just reached 300 users in 3 months!!!
reddit
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Human Vibe Score1
w-elm_•This week

Just reached 300 users in 3 months!!!

Just reached 300 users after 3 months live!!! My co-founder has been posting a bit here and always got some strong support and he suggested I share my side of things so here it is: How it started I co-founded AirMedia almost a year ago and we both didn’t know much about design/marketing/coding (just studied programming during my 6-month exchange period. The quickest way to get started seemed to get a no-code product that we could put in front of users and get feedback. My co-founder then started learning about bubble and we put together a basic platform to show users. I was working on a custom-code database in the meantime and decided after month 2 that we wanted to get something better I.e. AI would be interacting with the UI and had to do everything custom-code for it. We’re now month 3 and started from scratch again. While I was working on the code, we started talking to some potential users and selling lifetime deals to validate the idea (this is where I would start if I had to do it over again). Well I progressively found out it was more complicated than expected and we only released our first beta product last August (6 months later) Some challenges pre-launch: Getting the Meta/LinkedIn permissions for scheduling took around 1 month As the whole process took more time than expected, the waitlist of 300 that we managed to put together only converted by 10% (into free users). Please don’t make our mistakes and always keep your waitlist updated on what’s going on. Some challenges post-launch: Getting the right feedback and how to prioritise Getting users Monetising (yes - we’re bootstrapped) To get the best feedback we implemented some tracking (according to GDPR of course) on the platform and implemented Microsoft Clarity. The latter is a game-changer, if you have a SaaS and don’t use it you’re missing out. I wasn’t really into getting users as my co-founder handled that but it’s mainly manual and personalised LinkedIn outreach at the beginning and Reddit sharing about the progress, answering questions and getting some feedback at the same time. To monetise we realised we’re too common and there are 100+ other nice schedulers around so we’re now focusing on cracking the content creation side of AI (to be released next week šŸ‘€) as there’s much less competitors and it seems like that’s our users want. In the meantime of growing the company, we had to find a way to pay the bills as it’s two of us living together. So my co-founder started using the bubble skills gained and doing some freelance. He did around 7 platforms the last 6 months and we’re now just launching a bubble agency as a part of the main company to get your idea of a SaaS done in 30 days. That’s QuickMVP. It seemed like the right move to help other people (I met many non-technical founder looking for someone to bring their idea to life that didn’t cost $10k and was reliable) and include the AirMedia subscription in the package so let’s see how this next step plays out. Thanks for reading until here :)

Solo Entrepreneurs, This One’s for You! After Studying 15+ AI Directories, I’m Building a New Hub for AI, SaaS, and Tools (but the concept is unique)—Submit Yours for FREE šŸš€ (Big Companies, Please Stay Away)
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foundertanmay•This week

Solo Entrepreneurs, This One’s for You! After Studying 15+ AI Directories, I’m Building a New Hub for AI, SaaS, and Tools (but the concept is unique)—Submit Yours for FREE šŸš€ (Big Companies, Please Stay Away)

I’ve been in your shoes—tight budgets, limited resources, and a constant search for marketing solutions that actually work. Lately, I’ve been checking out more than 15 AI directories here on Reddit, and honestly, they all seem to have the same issues. They’re cluttered, confusing, and often filled with sponsored listings that don’t really help anyone. This got me thinking: if these tools aren’t helping users, how can any of our tools succeed? After a lot of thought (and some serious brainstorming), I’ve come up with an idea that I think could be a game-changer. This isn’t just another directory. I’m aiming to build something that’s genuinely useful for solo entrepreneurs and regular users alike. My goal is to create a platform that people actually want to use, because when that happens, your tools get natural, organic exposure. I’m also planning to integrate AI into the platform to make it even more powerful. I can’t spill all the details just yet If you want to get in early, I’m offering to add your tools to the platform for free, especially if you’re a solo entrepreneur. I’m still working out the details, but I’m aiming to launch within the next 1-2 months. Here’s how you can get involved: comment below with the name of your SaaS, AI, or tool, along with a short description of why it’s helpful and why it should be included. I haven’t finalized the domain yet, but for now, I’m planning to host it on my subdomain: toolkit dot unwiring dot tech

AI is taking over Google, huge changes to search
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chouprojects•This week

AI is taking over Google, huge changes to search

AI is taking over Google, and it's revolutionizing the search experience. Instead of focusing on chatbots or homepage redesigns, Google is integrating AI into search results, introducing AI snapshots with generated summaries and corroborating sources. This shift marks the future of Google Search. Link to The Verge article. For SEOs like me, it's a game-changer. Edit: in a negative way. Before, we had rich snippets, but now we have AI snapshots. It's a revamped version of the snippet, providing users with more valuable information upfront. Here's a before and after. But why did Google choose this approach? Well, monetizing something like ChatGPT is challenging. So, they decided to prioritize an AI-first approach in the most valuable space on the internet: search results. What does this mean for normal people? Let me share some insights from my own businesses. Currently, the top spot on Google garners around 20-35% click-through rate (CTR). However, with the introduction of AI snapshots, that CTR is likely to drop to the equivalent of position 5, ranging from 5-10%. In other words, we're looking at a minimum drop of 50% and a maximum drop of 85% in CTR. It's a significant impact that people who rely on Google traffic need to consider. The good news is that users will need to opt-in to access AI snapshots through Search Generative Experience (SGE). It's still an experimental feature, but it's a probable long-term change in search. However, this uncertainty has already led to a drop in niche site valuations. I have no doubt that we can adapt to these changes. However, let's not undermine the potential impact. It's not a "nothing burger." Imo we have around 1-2 years before we witness seismic changes, so let's make the most of it and stack that šŸ’°šŸ’°. What do you think? How do you see AI transforming the search landscape? PS: You can subscribe here to join 25k+ marketers who receive updates on recent marketing news.

Recently hit 6,600,000 monthly organic traffic for a B2C SaaS website. Here's the 40 tips that helped me make that happen.
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DrJigsaw•This week

Recently hit 6,600,000 monthly organic traffic for a B2C SaaS website. Here's the 40 tips that helped me make that happen.

Hey guys! So as title says, we recently hit 6,600,000 monthly organic traffic / month for a B2C SaaS website (screenshot. Can't give name publicly, but can show testimonial to a mod). Here's 40 tips that "helped" me make this happen. If you get some value of the post, I write an SEO tip every other day on /r/seogrowth. There's around 10 more tips already up there other than the ones I mention here. If you want to give back for all my walls of text, I'd appreciate a sub <3 Also, there are a bunch of free stuff I mention in the article: content outline, writer guidelines, SEO checklist, and other stuff. Here's the Google Doc with all that! Tip #1. Take SEO With a Grain of Salt A lot of the SEO advice and best practices on the internet are based on 2 things: Personal experiences and case studies of companies that managed to make SEO work for them. Google or John Mueller (Google’s Senior Webmaster Trends Analyst). And, unfortunately, neither of these sources are always accurate. Personal SEO accounts are simply about what worked for specific companies. Sometimes, what worked for others, won’t work for you. For example, you might find a company that managed to rank with zero link-building because their website already had a very strong backlink profile. If you’re starting with a fresh website, chances are, you won’t be able to get the same results. At the same time, information from Google or John Mueller is also not 100% accurate. For example, they’ve said that guest posting is against Google’s guidelines and doesn’t work… But practically, guest posting is a very effective link-building strategy. So the takeaway is this: Take all information you read about SEO with a grain of salt. Analyze the information yourself, and make your conclusions. SEO Tip #2. SEO Takes Time You’ve already heard this one before, but considering how many people keep asking, thought I'd include this anyway. On average, it’s going to take you 6 months to 2 years to get SEO results, depending on the following factors: Your backlink profile. The more quality backlinks you have (or build), the faster you’ll rank. Age of your website. If your website is older (or you purchased an aged website), you can expect your content to rank faster. Amount of content published. The more quality content you publish on your website, the more ā€œauthoritativeā€ it is in the eyes of Google, and thus more likely to rank faster. SEO work done on the website. If a lot of your pages are already ranking on Google (page 2-3), it’s easier to get them to page #1 than if you just published the content piece. Local VS global SEO. Ranking locally is (sometimes) easier and faster than ranking globally. That said, some marketing agencies can use ā€œSEO takes timeā€ as an excuse for not driving results. Well, fortunately, there is a way to track SEO results from month #2 - #3 of work. Simply check if your new content pieces/pages are getting more and more impressions on Google Search Console month-to-month. While your content won’t be driving traffic for a while after being published, they’ll still have a growing number of impressions from month #2 or #3 since publication. SEO Tip #3. SEO Might Not Be The Best Channel For You In theory, SEO sounds like the best marketing channel ever. You manage to rank on Google and your marketing seemingly goes on auto-pilot - you’re driving new leads every day from existing content without having to lift a finger… And yet, SEO is not for everyone. Avoid SEO as a marketing channel if: You’re just getting started with your business and need to start driving revenue tomorrow (and not in 1-2 years). If this is you, try Google ads, Facebook ads, or organic marketing. Your target audience is pretty small. If you’re selling enterprise B2B software and have around 2,000 prospects in total worldwide, then it’s simply easier to directly reach out to these prospects. Your product type is brand-new. If customers don’t know your product exists, they probably won’t be Googling it. SEO Tip #4. Traffic Can Be a Vanity Metric I've seen hundreds of websites that drive 6-7 digits of traffic but generate only 200-300 USD per month from those numbers. ā€œWhat’s the deal?ā€ You might be thinking. ā€œHow can you fail to monetize that much traffic?ā€ Well, that brings us to today’s tip: traffic can be a vanity metric. See, not all traffic is created equal. Ranking for ā€œhormone balance supplementā€ is a lot more valuable than ranking for ā€œMadagascar character names.ā€ The person Googling the first keyword is an adult ready to buy your product. Someone Googling the latter, on the other hand, is a child with zero purchasing power. So, when deciding on which keywords to pursue, always keep in mind the buyer intent behind and don’t go after rankings or traffic just because 6-digit traffic numbers look good. SEO Tip #5. Push Content Fast Whenever you publish a piece of content, you can expect it to rank within 6 months to a year (potentially less if you’re an authority in your niche). So, the faster you publish your content, the faster they’re going to age, and, as such, the faster they’ll rank on Google. On average, I recommend you publish a minimum of 10,000 words of content per month and 20,000 to 30,000 optimally. If you’re not doing link-building for your website, then I’d recommend pushing for even more content. Sometimes, content velocity can compensate for the lack of backlinks. SEO Tip #6. Use Backlink Data to Prioritize Content You might be tempted to go for that juicy, 6-digit traffic cornerstone keyword right from the get-go... But I'd recommend doing the opposite. More often than not, to rank for more competitive, cornerstone keywords, you’ll need to have a ton of supporting content, high-quality backlinks, website authority, and so on. Instead, it’s a lot more reasonable to first focus on the less competitive keywords and then, once you’ve covered those, move on to the rest. Now, as for how to check keyword competitiveness, here are 2 options: Use Mozbar to see the number of backlinks for top-ranking pages, as well as their Domain Authority (DA). If all the pages ranking on page #1 have <5 backlinks and DA of 20 - 40, it’s a good opportunity. Use SEMrush or Ahrefs to sort your keywords by difficulty, and focus on the less difficult keywords first. Now, that said, keep in mind that both of these metrics are third-party, and hence not always accurate. SEO Tip #7. Always Start With Competitive Analysis When doing keyword research, the easiest way to get started is via competitive analysis. Chances are, whatever niche you’re in, there’s a competitor that is doing great with SEO. So, instead of having to do all the work from scratch, run their website through SEMrush or Ahrefs and steal their keyword ideas. But don’t just stop there - once you’ve borrowed keyword ideas from all your competitors, run the seed keywords through a keyword research tool such as UberSuggest or SEMrush Keyword Magic Tool. This should give you dozens of new ideas that your competitors might’ve missed. Finally, don’t just stop at borrowing your competitor’s keyword ideas. You can also borrow some inspiration on: The types of graphics and images you can create to supplement your blog content. The tone and style you can use in your articles. The type of information you can include in specific content pieces. SEO Tip #8. Source a LOT of Writers Content writing is one of those professions that has a very low barrier to entry. Anyone can take a writing course, claim to be a writer, and create an UpWork account… This is why 99% of the writers you’ll have to apply for your gigs are going to be, well, horrible. As such, if you want to produce a lot of content on the reg, you’ll need to source a LOT of writers. Let’s do the math: If, by posting a job ad, you source 100 writers, you’ll see that only 5 of them are a good fit. Out of the 5 writers, 1 has a very high rate, so they drop out. Another doesn’t reply back to your communication, which leaves you with 3 writers. You get the 3 writers to do a trial task, and only one turns out to be a good fit for your team. Now, since the writer is freelance, the best they can do is 4 articles per month for a total of 5,000-words (which, for most niches, ain’t all that much). So, what we’re getting at here is, to hire quality writers, you should source a LOT of them. SEO Tip #9. Create a Process for Filtering Writers If you follow the previous tip, you'll end up with a huge database of hundreds of writers. This creates a whole new problem: You now have a database of 500+ writers waiting for you to sift through them and decide which ones are worth the hire. It would take you 2-3 days of intense work to go through all these writers and vet them yourself. Let’s be real - you don’t have time for that. Here’s what you can do instead: When sourcing writers, always get them to fill in a Google form (instead of DMing or emailing you). In this form, make sure to ask for 3 relevant written samples, a link to the writer’s portfolio page, and the writer’s rate per word. Create a SOP for evaluating writers. The criteria for evaluation should be: Level of English. Does the writer’s sample have any English mistakes? If so, they’re not a good fit. Quality of Samples. Are the samples long-form and engaging content or are they boring 500-word copy-pastes? Technical Knowledge. Has the writer written about a hard-to-explain topic before? Anyone can write about simple topics like traveling—you want to look for someone who knows how to research a new topic and explain it in a simple and easy-to-read way. If someone’s written about how to create a perfect cover letter, they can probably write about traveling, but the opposite isn’t true. Get your VA to evaluate the writer’s samples as per the criteria above and short-list writers that seem competent. If you sourced 500 writers, the end result of this process should be around 50 writers. You or your editor goes through the short-list of 50 writers and invites 5-10 for a (paid) trial task. The trial task is very important - you’ll sometimes find that the samples provided by the writer don’t match their writing level. SEO Tip #10. Use the Right Websites to Find Writers Not sure where to source your writers? Here are some ideas: ProBlogger \- Our #1 choice - a lot of quality writers frequent this website. LinkedIn \- You can headhunt content writers in specific locations. Upwork \- If you post a content gig, most writers are going to be awful. Instead, I recommend headhunting top writers instead. WeWorkRemotely \- Good if you’re looking to make a full-time remote hire. Facebook \- There are a ton of quality Facebook groups for writers. Some of our faves are Cult of Copy Job Board and Content Marketing Lounge. SEO Tip #11. Always Use Content Outlines When giving tasks to your writing team, you need to be very specific about the instructions you give them. Don’t just provide a keyword and tell them to ā€œknock themselves out.ā€ The writer isn’t a SEO expert; chances are, they’re going to mess it up big-time and talk about topics that aren’t related to the keyword you’re targeting. Instead, when giving tasks to writers, do it through content outlines. A content outline, in a nutshell, is a skeleton of the article they’re supposed to write. It includes information on: Target word count (aim for the same or 50% more the word count than that of the competition). Article title. Article structure (which sections should be mentioned and in what order). Related topics of keywords that need to be mentioned in the article. Content outline example in the URL in the post intro. SEO Tip #12. Focus on One Niche at a Time I used to work with this one client that had a SaaS consisting of a mixture of CRM, Accounting Software, and HRS. I had to pick whether we were going to focus on topics for one of these 3 niches or focus on all of them at the same time. I decided to do the former. Here’s why: When evaluating what to rank, Google considers the authority of your website. If you have 60 articles about accounting (most of which link to each other), you’re probably an authority in the niche and are more likely to get good rankings. If you have 20 sales, 20 HR, and 20 accounting articles, though, none of these categories are going to rank as well. It always makes more sense to first focus on a single niche (the one that generates the best ROI for your business), and then move on to the rest. This also makes it easier to hire writers - you hire writers specialized in accounting, instead of having to find writers who can pull off 3 unrelated topics. SEO Tip #13. Just Hire a VA Already It’s 2021 already guys—unless you have a virtual assistant, you’re missing out big-time. Since a lot of SEO tasks are very time-consuming, it really helps to have a VA around to take over. As long as you have solid SOPs in place, you can hire a virtual assistant, train them, and use them to free up your time. Some SEO tasks virtual assistants can help with are: Internal linking. Going through all your blog content and ensuring that they link to each other. Backlink prospecting. Going through hundreds of websites daily to find link opportunities. Uploading content on WordPress and ensuring that the content is optimized well for on-page SEO. SEO Tip #14. Use WordPress (And Make Your Life Easier) Not sure which CMS platform to use? 99% of the time, you’re better off with WordPress. It has a TON of plugins that will make your life easier. Want a drag & drop builder? Use Elementor. It’s cheap, efficient, extremely easy to learn, and comes jam-packed with different plugins and features. Wix, SiteGround, and similar drag & drops are pure meh. SEO Tip #15. Use These Nifty WordPress Plugins There are a lot of really cool WordPress plugins that can make your (SEO) life so much easier. Some of our favorites include: RankMath. A more slick alternative to YoastSEO. Useful for on-page SEO. Smush. App that helps you losslessly compress all images on your website, as well as enables lazy loading. WP Rocket. This plugin helps speed up your website pretty significantly. Elementor. Not a techie? This drag & drop plugin makes it significantly easier to manage your website. WP Forms. Very simple form builder. Akismet Spam Protection. Probably the most popular anti-spam WP plugin. Mammoth Docx. A plugin that uploads your content from a Google doc directly to WordPress. SEO Tip #16. No, Voice Search Is Still Not Relevant Voice search is not and will not be relevant (no matter what sensationalist articles might say). Sure, it does have its application (ā€œAlexa, order me toilet paper pleaseā€), but it’s pretty niche and not relevant to most SEOs. After all, you wouldn’t use voice search for bigger purchases (ā€œAlexa, order me a new laptop pleaseā€) or informational queries (ā€œAlexa, teach me how to do accounting, thanksā€). SEO Tip #17. SEO Is Obviously Not Dead I see these articles every year - ā€œSEO is dead because I failed to make it work.ā€ SEO is not dead and as long as there are people looking up for information/things online, it never will be. And no, SEO is not just for large corporations with huge budgets, either. Some niches are hypercompetitive and require a huge link-building budget (CBD, fitness, VPN, etc.), but they’re more of an exception instead of the rule. SEO Tip #18. Doing Local SEO? Focus on Service Pages If you’re doing local SEO, you’re better off focusing on local service pages than blog content. E.g. if you’re an accounting firm based in Boston, you can make a landing page about /accounting-firm-boston/, /tax-accounting-boston/, /cpa-boston/, and so on. Or alternatively, if you’re a personal injury law firm, you’d want to create pages like /car-accident-law-firm/, /truck-accident-law-firm/, /wrongful-death-law-firm/, and the like. Thing is, you don’t really need to rank on global search terms—you just won’t get leads from there. Even if you ranked on the term ā€œfinancial accounting,ā€ it wouldn’t really matter for your bottom line that much. SEO Tip #19. Engage With the SEO Community The SEO community is (for the most part) composed of extremely helpful and friendly people. There are a lot of online communities (including this sub) where you can ask for help, tips, case studies, and so on. Some of our faves are: This sub :) SEO Signals Lab (FB Group) Fat Graph Content Ops (FB Group) Proper SEO Group (FB Group) BigSEO Subreddit SEO Tip #20. Test Keywords Before Pursuing Them You can use Google ads to test how profitable any given keyword is before you start trying to rank for it. The process here is: Create a Google Ads account. Pick a keyword you want to test. Create a landing page that corresponds to the search intent behind the keyword. Allocate an appropriate budget. E.g. if you assume a conversion rate of 2%, you’d want to buy 100+ clicks. If the CPC is 2 USD, then the right budget would be 200 USD plus. Run the ads! If you don’t have the budget for this, you can still use the average CPC for the keyword to estimate how well it’s going to convert. If someone is willing to bid 10 USD to rank for a certain keyword, it means that the keyword is most probably generating pretty good revenue/conversions. SEO Tip #21. Test & Improve SEO Headlines Sometimes, you’ll see that you’re ranking in the top 3 positions for your search query, but you’re still not driving that much traffic. ā€œWhat’s the deal?ā€ you might be asking. Chances are, your headline is not clickable enough. Every 3-4 months, go through your Google Search Console and check for articles that are ranking well but not driving enough traffic. Then, create a Google sheet and include the following data: Targeted keyword Page link CTR (for the last 28 days) Date when you implemented the new title Old title New title New CTR (for the month after the CTR change was implemented) From then on, implement the new headline and track changes in the CTR. If you don’t reach your desired result, you can always test another headline. SEO Tip #22. Longer Content Isn’t Always Better Content You’ve probably heard that long-form content is where it’s at in 2021. Well, this isn’t always the case. Rather, this mostly depends on the keyword you’re targeting. If, for example, you’re targeting the keyword ā€œhow to tie a tie,ā€ you don’t need a long-ass 5,000-word mega-guide. In such a case, the reader is looking for something that can be explained in 200-300 words and if your article fails to do this, the reader will bounce off and open a different page. On the other hand, if you’re targeting the keyword ā€œhow to write a CV,ā€ you’ll need around 4,000 to 5,000 words to adequately explain the topic and, chances are, you won’t rank with less. SEO Tip #23. SEO is Not All About Written Content More often than not, when people talk about SEO they talk about written blog content creation. It’s very important not to forget, though, that blog content is not end-all-be-all for SEO. Certain keywords do significantly better with video content. For example, if the keyword is ā€œhow to do a deadlift,ā€ video content is going to perform significantly better than blog content. Or, if the keyword is ā€œCV template,ā€ you’ll see that a big chunk of the rankings are images of the templates. So, the lesson here is, don’t laser-focus on written content—keep other content mediums in mind, too. SEO Tip #24. Write For Your Audience It’s very important that your content resonates well with your target audience. If, for example, you’re covering the keyword ā€œskateboard tricks,ā€ you can be very casual with your language. Heck, it’s even encouraged! Your readers are Googling the keyword in their free time and are most likely teens or in their early 20s. Meaning, you can use informal language, include pop culture references, and avoid complicated language. Now, on the other hand, if you’re writing about high-level investment advice, your audience probably consists of 40-something suit-and-ties. If you include Rick & Morty references in your article, you'll most likely lose credibility and the Googler, who will go to another website. Some of our best tips on writing for your audience include: Define your audience. Who’s the person you’re writing for? Are they reading the content at work or in their free time? Keep your reader’s level of knowledge in mind. If you’re covering an accounting 101 topic, you want to cover the topic’s basics, as the reader is probably a student. If you’re writing about high-level finance, though, you don’t have to teach the reader what a balance sheet is. More often than not, avoid complicated language. The best practice is to write on a 6th-grade level, as it’s understandable for anyone. Plus, no one wants to read Shakespeare when Googling info online (unless they’re looking for Shakespeare's work, of course). SEO Tip #25. Create Compelling Headlines Want to drive clicks to your articles? You’ll need compelling headlines. Compare the following headline: 101 Productivity Tips \[To Get Things Done in 2021\] With this one: Productivity Tips Guide Which one would you click? Data says it’s the first! To create clickable headlines, I recommend you include the following elements: Keyword. This one’s non-negotiable - you need to include the target keyword in the headline. Numbers. If Buzzfeed taught us anything, it’s that people like to click articles with numbers in their titles. Results. If I read your article, what’s going to be the end result? E.g. ā€œX Resume tips (to land the job)ā€.* Year (If Relevant). Adding a year to your title shows that the article is recent (which is relevant for some specific topics). E.g. If the keyword is ā€œMarketing Trends,ā€ I want to know marketing trends in 2021, not in 2001. So, adding a year in the title makes the headline more clickable. SEO Tip #26. Make Your Content Visual How good your content looks matters, especially if you're in a competitive niche. Here are some tips on how to make your content as visual as possible: Aim for 2-4 sentences per paragraph. Avoid huge blocks of text. Apply a 60-65% content width to your blog pages. Pick a good-looking font. I’d recommend Montserrat, PT Sans, and Roboto. Alternatively, you can also check out your favorite blogs, see which fonts they’re using, and do the same. Use a reasonable font size. Most top blogs use font sizes ranging from 16 pt to 22 pt. Add images when possible. Avoid stock photos, though. No one wants to see random ā€œoffice people smilingā€ scattered around your blog posts. Use content boxes to help convey information better. Content boxes example in the URL in the intro of the post. SEO Tip #27. Ditch the Skyscraper Technique Already Brian Dean’s skyscraper technique is awesome and all, but the following bit really got old: ā€œHey \[name\], I saw you wrote an article. I, too, wrote an article. Please link to you?ā€ The theory here is, if your content is good, the person will be compelled to link to it. In practice, though, the person really, really doesn’t care. At the end of the day, there’s no real incentive for the person to link to your content. They have to take time out of their day to head over to their website, log in to WordPress, find the article you mentioned, and add a link... Just because some stranger on the internet asked them to. Here’s something that works much better: Instead of fake compliments, be very straightforward about what you can offer them in exchange for that link. Some things you can offer are: A free version of your SaaS. Free product delivered to their doorstep. Backlink exchange. A free backlink from your other website. Sharing their content to your social media following. Money. SEO Tip #28. Get the URL Slug Right for Seasonal Content If you want to rank on a seasonal keyword, there are 2 ways to do this. If you want your article to be evergreen (i.e. you update it every year with new information), then your URL should not contain the year. E.g. your URL would be /saas-trends/, and you simply update the article’s contents+headline each year to keep it timely. If you’re planning on publishing a new trends report annually, though, then you can add a year to the URL. E.g. /saas-trends-2020/ instead of /saas-trends/. SEO Tip #29. AI Content Tools Are a Mixed Bag Lots of people are talking about AI content tools these days. Usually, they’re either saying: ā€œAI content tools are garbage and the output is horrible,ā€ Or: ā€œAI content tools are a game-changer!ā€ So which one is it? The truth is somewhere in-between. In 2021, AI content writing tools are pretty bad. The output you’re going to get is far from something you can publish on your website. That said, some SEOs use such tools to get a very, very rough draft of the article written, and then they do intense surgery on it to make it usable. Should you use AI content writing tools? If you ask me, no - it’s easier to hire a proficient content writer than spend hours salvaging AI-written content. That said, I do believe that such tools are going to get much better years down the line. This one was, clearly, more of a personal opinion than a fact. I’d love to hear YOUR opinion on AI content tools! Are they a fad, or are they the future of content creation? Let me know in the comments. SEO Tip #30. Don’t Overdo it With SEO Tools There are a lot of SEO tools out there for pretty much any SEO function. Keyword research, link-building, on-page, outreach, technical SEO, you name it! If you were to buy most of these tools for your business, you’d easily spend 4-figures on SEO tools per month. Luckily, though, you don’t actually need most of them. At the end of the day, the only must-have SEO tools are: An SEO Suite (Paid). Basically SEMrush or Ahrefs. Both of these tools offer an insane number of features - backlink analysis, keyword research, and a ton of other stuff. Yes, 99 USD a month is expensive for a tool. But then again, if you value your time 20 USD/hour and this tool saves you 6 hours, it's obviously worth it, right? On-Page SEO Tool (Free). RankMath or Yoast. Basically, a tool that's going to help you optimize web pages or blog posts as per SEO best practices. Technical SEO Tool (Freemium). You can use ScreamingFrog to crawl your entire website and find technical SEO problems. There are probably other tools that also do this, but ScreamingFrog is the most popular option. The freemium version of the tool only crawls a limited number of pages (500 URLs, to be exact), so if your website is relatively big, you'll need to pay for the tool. Analytics (Free). Obviously, you'll need Google Analytics (to track website traffic) and Google Search Console (to track organic traffic, specifically) set up on your website. Optionally, you can also use Google Track Manager to better track how your website visitors interact with the site. MozBar (Free). Chrome toolbar that lets you simply track the number of backlinks on Google Search Queries, Domain Authority, and a bunch of other stuff. Website Speed Analysis (Free). You can use Google Page Speed Insights to track how fast your website loads, as well as how mobile-friendly it is. Outreach Tool (Paid). Tool for reaching out to prospects for link-building, guest posting, etc. There are about a dozen good options for this. Personally, I like to use Snov for this. Optimized GMB Profile (Free). Not a tool per se, but if you're a local business, you need to have a well-optimized Google My Business profile. Google Keyword Planner (Free). This gives you the most reliable search volume data of all the tools. So, when doing keyword research, grab the search volume from here. Tool for Storing Keyword Research (Free). You can use Google Sheets or AirTable to store your keyword research and, at the same time, use it as a content calendar. Hemingway App (Free). Helps keep your SEO content easy to read. Spots passive voice, complicated words, etc. Email Finder (Freemium). You can use a tool like Hunter to find the email address of basically anyone on the internet (for link-building or guest posting purposes). Most of the tools that don’t fit into these categories are 100% optional. SEO Tip #31. Hiring an SEO? Here’s How to Vet Them Unless you’re an SEO pro yourself, hiring one is going to be far from easy. There’s a reason there are so many ā€œSEO expertsā€ out there - for the layman, it’s very hard to differentiate between someone who knows their salt and a newbie who took an SEO course, like, last week. Here’s how you can vet both freelance and full-time SEOs: Ask for concrete traffic numbers. The SEO pro should give you the exact numbers on how they’ve grown a website in the past - ā€œ100% SEO growth in 1 yearā€ doesn’t mean much if the growth is from 10 monthly traffic to 20. ā€œ1,000 to 30,000ā€ traffic, on the other hand, is much better. Ask for client names. While some clients ask their SEOs to sign an NDA and not disclose their collaboration, most don’t. If an SEO can’t name a single client they’ve worked with in the past, that’s a red flag. Make sure they have the right experience. Global and local SEO have very different processes. Make sure that the SEO has experience with the type of SEO you need. Make sure you’re looking for the right candidate. SEO pros can be content writers, link-builders, web developers, or all of the above simultaneously. Make sure you understand which one you need before making the hire. If you’re looking for someone to oversee your content ops, you shouldn’t hire a technical SEO expert. Look for SEO pros in the right places. Conventional job boards are overrated. Post your job ads on SEO communities instead. E.g. this sub, bigseo, SEO Signals Facebook group, etc. SEO Tip #32. Blog Post Not Ranking? Follow This Checklist I wanted to format the post natively for Reddit, but it’s just SO much better on Notion. Tl;dr, the checklist covers every reason your post might not be ranking: Search intent mismatch. Inferior content. Lack of internal linking. Lack of backlinks. And the like. Checklist URL at the intro of the post. SEO Tip #33. Avoid BS Link-Building Tactics The only type of link-building that works is building proper, quality links from websites with a good backlink profile and decent organic traffic. Here’s what DOESN’T work: Blog comment links Forum spam links Drive-by Reddit comment/post links Web 2.0 links Fiverr ā€œ100 links for 10 bucksā€ bs If your ā€œSEO agencyā€ says they’re doing any of the above instead of actually trying to build you links from quality websites, you’re being scammed. SEO Tip #34. Know When to Use 301 and 302 Redirects When doing redirects, it’s very important to know the distinction between these two. 301 is a permanent page redirect and passes on link juice. If you’re killing off a page that has backlinks, it’s better to 301 it to your homepage so that you don’t lose the link juice. If you simply delete a page, it’s going to be a 404, and the backlink juice is lost forever. 302 is a temporary page redirect and doesn’t pass on link juice. If the redirect is temporary, you do a 302. E.g. you want to test how well a new page is going to perform w/ your audience. SEO Tip #35. Social Signals Matter (But Not How You Think) Social signals are NOT a ranking factor. And yet, they can help your content rank on Google’s front page. Wondering what the hell am I talking about? Here’s what’s up: As I said, social signals are not a ranking factor. It’s not something Google takes into consideration to decide whether your article should rank or not. That said, social signals CAN lead to your article ranking better. Let’s say your article goes viral and gets around 20k views within a week. A chunk of these viewers are going to forget your domain/link and they’re going to look up the topic on Google via your chosen keyword + your brand name. The amount of people looking for YOUR keyword and exclusively picking your result over others is going to make Google think that your content is satisfying search intent better than the rest, and thus, reward you with better ranking. SEO Tip #36. Run Remarketing Ads to Lift Organic Traffic Conversions Not satisfied with your conversion rates? You can use Facebook ads to help increase them. Facebook allows you to do something called ā€œremarketing.ā€ This means you can target anyone that visited a certain page (or multiple pages) on your website and serve them ads on Facebook. There are a TON of ways you can take advantage of this. For example, you can target anyone that landed on a high buyer intent page and serve them ads pitching your product or a special offer. Alternatively, you can target people who landed on an educational blog post and offer them something to drive them down the funnel. E.g. free e-book or white paper to teach them more about your product or service. SEO Tip #37. Doing Local SEO? Follow These Tips Local SEO is significantly different from global SEO. Here’s how the two differ (and what you need to do to drive local SEO results): You don’t need to publish content. For 95% of local businesses, you only want to rank for keywords related to your services/products, you don’t actually need to create educational content. You need to focus more on reviews and citation-building. One of Google Maps’ biggest ranking factors is the of reviews your business has. Encourage your customers to leave a review if they enjoyed your product/service through email or real-life communication. You need to create service pages for each location. As a local business, your #1 priority is to rank for keywords around your service. E.g. If you're a personal injury law firm, you want to optimize your homepage for ā€œpersonal injury law firmā€ and then create separate pages for each service you provide, e.g. ā€œcar accident lawyer,ā€ ā€œmotorcycle injury law firm,ā€ etc. Focus on building citations. Being listed on business directories makes your business more trustworthy for Google. BrightLocal is a good service for this. You don’t need to focus as much on link-building. As local SEO is less competitive than global, you don’t have to focus nearly as much on building links. You can, in a lot of cases, rank with the right service pages and citations. SEO Tip #38. Stop Ignoring the Outreach Emails You’re Getting (And Use Them to Build Your Own Links) Got a ton of people emailing you asking for links? You might be tempted to just send them all straight to spam, and I don’t blame you. Outreach messages like ā€œHey Dr Jigsaw, your article is A+++ amazing! ...can I get a backlink?ā€ can get hella annoying. That said, there IS a better way to deal with these emails: Reply and ask for a link back. Most of the time, people who send such outreach emails are also doing heavy guest posting. So, you can ask for a backlink from a 3rd-party website in exchange for you mentioning their link in your article. Win-win! SEO Tip #39. Doing Internal Linking for a Large Website? This’ll Help Internal linking can get super grueling once you have hundreds of articles on your website. Want to make the process easier? Do this: Pick an article you want to interlink on your website. For the sake of the example, let’s say it’s about ā€œbusiness process improvement.ā€ Go on Google and look up variations of this keyword mentioned on your website. For example: Site:\[yourwebsite\] ā€œimprove business processā€ Site:\[yourwebsite\] ā€œimprove processā€ Site:\[yourwebsite\] ā€œprocess improvementā€ The above queries will find you the EXACT articles where these keywords are mentioned. Then, all you have to do is go through them and include the links. SEO Tip #40. Got a Competitor Copying Your Content? File a DMCA Notice Fun fact - if your competitors are copying your website, you can file a DMCA notice with Google. That said, keep in mind that there are consequences for filing a fake notice.

The power of AI chatbots for business efficiency
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Excelhr360•This week

The power of AI chatbots for business efficiency

Let's talk about a game-changer in the world of customer support: AI chatbots. These intelligent virtual assistants are transforming how businesses handle customer inquiries and support tasks. Today, I want to discuss their utility for businesses and a how platforms like Datasavvy.chat, is simplifying the chatbot creation process. AI chatbots are not just another tech trend; they're a fundamental shift in how businesses interact with customers. From addressing FAQs to guiding users through transactions, chatbots can handle a diverse array of tasks efficiently and effectively. AI chatbots offer a myriad of benefits for businesses: 24/7 Availability: Chatbots don't sleep. They provide round-the-clock support, ensuring that customers can get assistance whenever they need it. Efficiency: By automating repetitive tasks, chatbots free up human agents to focus on more complex inquiries, improving overall efficiency and productivity. Scalability: As your business grows, so do the demands on your customer support team. Chatbots can scale effortlessly to handle increased volumes of inquiries without compromising quality. Data Insights: Chatbots can collect valuable data on customer interactions, preferences, and pain points. This data can be leveraged to optimize processes, improve customer satisfaction, and drive business decisions. Consistency: Chatbots deliver consistent responses, ensuring that every customer receives the same level of service regardless of the time or day. In conclusion, AI chatbots are invaluable tools for businesses looking to streamline their customer support operations and enhance the overall customer experience. And platforms like Datasavvy.chat are making it easier than ever for businesses to leverage this technology to their advantage. Are you ready to revolutionize your customer support? Dive into the world of AI chatbots and discover the difference they can make for your business!What are your thoughts on AI chatbots? Have you had any experiences, good or bad, with them in customer support? Let's discuss!

How Our AI Tool Helped a Small Business Save 15% on Annual Expenses
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Medical-Wait-6960•This week

How Our AI Tool Helped a Small Business Save 15% on Annual Expenses

I’m the founder of a startup that built an AI-powered tool to analyze and optimize business finances, with a special focus on small and medium-sized enterprises (SMEs). After months of development and testing, I’m pumped to share our solution with you and get your feedback. Here’s what we do, how it works, and the results we’ve seen. The Problem We Solve Managing a company’s finances, especially for an SME, is often a nightmare: forgotten subscriptions, poorly negotiated supplier contracts, invoices with errors… We’ve all been there. Our tool uses AI to automate expense analysis, spot issues, and suggest practical ways to cut costs—without you having to spend hours on it. How It Works (A Bit of Tech Talk) We built our tool on a multi-agent architecture using the CREWAI framework. Here are the main AI agents we’ve got running: Expense Analyst: Digs through your invoices and categorizes your spending. Compliance Auditor: Checks for errors, fraud, or compliance hiccups. Financial Reporter: Generates clear reports with actionable recommendations. Supplier Negotiator: Hunts down cheaper supplier options using the Serper API and offers negotiation strategies. To hook up your company’s data, we use NEEDLE, a RAG (Retrieval-Augmented Generation) system that lets our agents tap into your info in real time. Everything’s locked down in an SQLite database with end-to-end encryption. Real Results We tested the tool with 10 companies, and here’s what we found: Average cost reduction of 12% in three months. Fraud detection: For example, we flagged 5 shady invoices at one company, saving them €3,000. Supplier optimization: For an SME, we found an energy supplier 20% cheaper, saving them €8,000 a year. A real-world case: A consulting firm with 50 employees ran our tool on their SaaS subscriptions. Outcome? They ditched 3 unused subscriptions, renegotiated 2 contracts, and saved 15% on their annual expenses. Challenges We Tackled No sugarcoating here—it wasn’t a walk in the park. The biggest hurdle? Data security. We’re handling sensitive stuff, so we went all in: End-to-end encryption for everything we process. GDPR compliance with strict rules. Role-based access controls to limit who sees what. Another tough one was integrating with existing systems. We’ve already got connectors for QuickBooks, Xero, and SAP, and we’re working on more. Why It’s Different Sure, there are tools like Expensify or Ramp out there, but our multi-agent approach digs deeper. We deliver super-detailed analysis and precise recommendations. And our knack for finding cheaper suppliers in real time? That’s a game-changer for quick savings.I’m the founder of a startup that built an AI-powered tool to analyze and optimize business finances, with a special focus on small and medium-sized enterprises (SMEs). After months of development and testing, I’m pumped to share our solution with you and get your feedback. Here’s what we do, how it works, and the results we’ve seen. Ask me your technical questions, share your ideas or critiques we’re here to get better! Thanks you for reading this.

As a soloproneur, here is how I'm scaling with AI and GPT-based tools
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AI_Scout_Official•This week

As a soloproneur, here is how I'm scaling with AI and GPT-based tools

Being a solopreneur has its fair share of challenges. Currently I've got businesses in ecommerce, agency work, and affiliate marketing, and one undeniable truth remains: to truly scale by yourself, you need more than just sheer will. That's where I feel technology, especially AI, steps in. As such, I wanted some AI tools that have genuinely made a difference in my own work as a solo business operator. No fluff, just tried-and-true tools and platforms that have worked for me. The ability for me to scale alone with AI tools that take advantage of GPT in one way, or another has been significant and really changed my game over the past year. They bring in an element of adaptability and intelligence and work right alongside ā€œtraditional automationā€. Whether you're new to this or looking to optimize your current setup, I hope this post helps. FYI I used multiple prompts with GPT-4 to draft this using my personal notes. Plus AI (add-on for google slides/docs) I handle a lot of sales calls and demos for my AI automation agency. As I’m providing a custom service rather than a product, every client has different pain points and as such I need to make a new slide deck each time. And making slides used to be a huge PITA and pretty much the bane of my existence until slide deck generators using GPT came out. My favorite so far has been PlusAI, which works as a plugin for Google Slides. You pretty much give it a rough idea, or some key points and it creates some slides right within Google Slides. For me, I’ve been pasting the website copy or any information on my client, then telling PlusAI the service I want to propose. After the slides are made, you have a lot of leeway to edit the slides again with AI, compared to other slide generators out there. With 'Remix', I can switch up layouts if something feels off, and 'Rewrite' is there to gently nudge the AI in a different direction if I ever need it to. It's definitely given me a bit of breathing space in a schedule that often feels suffocating. echo.win (web-based app) As a solopreneur, I'm constantly juggling roles. Managing incoming calls can be particularly challenging. Echo.win, a modern call management platform, has become a game-changer for my business. It's like having a 24/7 personal assistant. Its advanced AI understands and responds to queries in a remarkably human way, freeing up my time. A standout feature is the Scenario Builder, allowing me to create personalized conversation flows. Live transcripts and in-depth analytics help me make data-driven decisions. The platform is scalable, handling multiple simultaneous calls and improving customer satisfaction. Automatic contact updates ensure I never miss an important call. Echo.win's pricing is reasonable, offering a personalized business number, AI agents, unlimited scenarios, live transcripts, and 100 answered call minutes per month. Extra minutes are available at a nominal cost. Echo.win has revolutionized my call management. It's a comprehensive, no-code platform that ensures my customers are always heard and never missed MindStudio by YouAi (web app/GUI) I work with numerous clients in my AI agency, and a recurring task is creating chatbots and demo apps tailored to their specific needs and connected to their knowledge base/data sources. Typically, I would make production builds from scratch with libraries such as LangChain/LlamaIndex, however it’s quite cumbersome to do this for free demos. As each client has unique requirements, it means I'm often creating something from scratch. For this, I’ve been using MindStudio (by YouAi) to quickly come up with the first iteration of my app. It supports multiple AI models (GPT, Claude, Llama), let’s you upload custom data sources via multiple formats (PDF, CSV, Excel, TXT, Docx, and HTML), allows for custom flows and rules, and lets you to quickly publish your apps. If you are in their developer program, YouAi has built-in payment infrastructure to charge your users for using your app. Unlike many of the other AI builders I’ve tried, MindStudio basically lets me dictate every step of the AI interaction at a high level, while at the same time simplifying the behind-the-scenes work. Just like how you'd sketch an outline or jot down main points, you start with a scaffold or decide to "remix" an existing AI, and it will open up the IDE. I often find myself importing client data or specific project details, and then laying out the kind of app or chatbot I'm looking to prototype. And once you've got your prototype you can customize the app as much as you want. LLamaIndex (Python framework) As mentioned before, in my AI agency, I frequently create chatbots and apps for clients, tailored to their specific needs and connected to their data sources. LlamaIndex, a data framework for LLM applications, has been a game-changer in this process. It allows me to ingest, structure, and access private or domain-specific data. The major difference over LangChain is I feel like LlamaIndex does high level abstraction much better.. Where LangChain unnecessarily abstracts the simplest logic, LlamaIndex actually has clear benefits when it comes to integrating your data with LLMs- it comes with data connectors that ingest data from various sources and formats, data indexes that structure data for easy consumption by LLMs, and engines that provide natural language access to data. It also includes data agents, LLM-powered knowledge workers augmented by tools, and application integrations that tie LlamaIndex back into the rest of the ecosystem. LlamaIndex is user-friendly, allowing beginners to use it with just five lines of code, while advanced users can customize and extend any module to fit their needs. To be completely honest, to me it’s more than a tool- at its heart it’s a framework that ensures seamless integration of LLMs with data sources while allowing for complete flexibility compared to no-code tools. GoCharlie (web app) GoCharlie, the first AI Agent product for content creation, has been a game-changer for my business. Powered by a proprietary LLM called Charlie, it's capable of handling multi-input/multi-output tasks. GoCharlie's capabilities are vast, including content repurposing, image generation in 4K and 8K for various aspect ratios, SEO-optimized blog creation, fact-checking, web research, and stock photo and GIF pull-ins. It also offers audio transcriptions for uploaded audio/video files and YouTube URLs, web scraping capabilities, and translation. One standout feature is its multiple input capability, where I can attach a file (like a brand brief from a client) and instruct it to create a social media campaign using brand guidelines. It considers the file, prompt, and website, and produces multiple outputs for each channel, each of which can be edited separately. Its multi-output feature allows me to write a prompt and receive a response, which can then be edited further using AI. Overall, very satisfied with GoCharlie and in my opinion it really presents itself as an effective alternative to GPT based tools. ProfilePro (chrome extension) As someone overseeing multiple Google Business Profiles (GBPs) for my various businesses, I’ve been using ProfilePro by Merchynt. This tool stood out with its ability to auto-generate SEO-optimized content like review responses and business updates based on minimal business input. It works as a Chrome extension, and offers suggestions for responses automatically on your GBP, with multiple options for the tone it will write in. As a plus, it can generate AI images for Google posts, and offer suggestions for services and service/product descriptions. While it streamlines many GBP tasks, it still allows room for personal adjustments and refinements, offering a balance between automation and individual touch. And if you are like me and don't have dedicated SEO experience, it can handle ongoing optimization tasks to help boost visibility and drive more customers to profiles through Google Maps and Search

Can AI Mentorship and Community Support Help Entrepreneurs Succeed?
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Human Vibe Score1
Expensive_Ad_1176•This week

Can AI Mentorship and Community Support Help Entrepreneurs Succeed?

Starting a business can often feel like you're flying blind, especially without a mentor to guide you. But what if you could tap into AI-powered mentorship tools and a supportive community to get advice and feedback whenever you need it? šŸš€ AI mentorship offers personalized guidance and structured frameworks, minus the need for traditional face-to-face time. And platforms like this one allow us to connect, share experiences, and learn from each other. It’s a game-changer, right? Here’s what I’m curious about: Have you tried AI mentorship tools? What was your experience? How do you currently get advice and feedback on your business? Do you think mentorship should always be face-to-face, or can online tools and communities play a big role in helping entrepreneurs succeed? Would you consider using structured learning tools (like lesson-based frameworks or step-by-step guidance) to guide your entrepreneurship journey? I’m working on Procasio, an educational entrepreneurship app designed to promote inclusivity and accessibility. It would combine AI mentorship, structured learning paths, gamified elements, and case studies, helping small business owners, teachers, students, and aspiring entrepreneurs learn effectively without overwhelming costs. šŸŽ“šŸ’” The app would include: Discussion posts and messaging for real-time advice. Goal setting and personalized learning recommendations. Case studies and practical scenarios to put theory into action. A low-cost, accessible approach for entrepreneurs at any stage. I’d love to hear your thoughts—do you think AI-powered mentorship and structured learning can make entrepreneurship education easier and more effective?

AI-Powered Tool to Detect and Mask PII in Documents
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hoa_nguyen95•This week

AI-Powered Tool to Detect and Mask PII in Documents

Hi, everyone! šŸ‘‹ I’ve been working on an idea for an application that could be a game-changer for data privacy and compliance: The Concept Imagine an app where users can upload a PDF or DOC/DOCX file, and with the power of AI, it scans the document for Personally Identifiable Information (PII). Once identified, the app automatically masks (censors) all the PII and generates a new, sanitized version of the document. Why This Matters In today’s data-driven world, sharing documents is routine, but protecting sensitive information is critical. Businesses, freelancers, and even everyday users often need to redact PII for privacy reasons or compliance with regulations like GDPR, HIPAA, or CCPA. Current Challenges:Ā Manual redaction is time-consuming and error-prone. The Solution:Ā This app ensures quick, accurate, and automated PII redaction, saving time while enhancing data security. Potential Features File Support:Ā PDF, DOC/DOCX, and maybe more formats in the future. AI-Powered Detection:Ā Identify PII such as names, addresses, phone numbers, SSNs, and email addresses. Customization:Ā Users could define additional sensitive terms to be masked. Audit Logs:Ā For compliance, generate a report of what was redacted. Integration:Ā Plug into cloud storage services like Google Drive or Dropbox for seamless workflows. My Questions for the Community Use Cases:Ā What industries or professionals do you think would benefit most from this? Features:Ā Are there additional features or considerations I’m overlooking? Competition:Ā Do you know of similar tools already on the market, and how could this app differentiate itself? Challenges:Ā What technical or market challenges should I anticipate when building and launching this product? I’d love to hear your thoughts, feedback, or ideas for collaboration. If you’re interested in discussing this further, let me know! Thanks in advance for your time and input.

AI-Powered Tool to Detect and Mask PII in Documents
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Human Vibe Score1
hoa_nguyen95•This week

AI-Powered Tool to Detect and Mask PII in Documents

Hi, everyone! šŸ‘‹ I’ve been working on an idea for an application that could be a game-changer for data privacy and compliance: The Concept Imagine an app where users can upload a PDF or DOC/DOCX file, and with the power of AI, it scans the document for Personally Identifiable Information (PII). Once identified, the app automatically masks (censors) all the PII and generates a new, sanitized version of the document. Why This Matters In today’s data-driven world, sharing documents is routine, but protecting sensitive information is critical. Businesses, freelancers, and even everyday users often need to redact PII for privacy reasons or compliance with regulations like GDPR, HIPAA, or CCPA. Current Challenges:Ā Manual redaction is time-consuming and error-prone. The Solution:Ā This app ensures quick, accurate, and automated PII redaction, saving time while enhancing data security. Potential Features File Support:Ā PDF, DOC/DOCX, and maybe more formats in the future. AI-Powered Detection:Ā Identify PII such as names, addresses, phone numbers, SSNs, and email addresses. Customization:Ā Users could define additional sensitive terms to be masked. Audit Logs:Ā For compliance, generate a report of what was redacted. Integration:Ā Plug into cloud storage services like Google Drive or Dropbox for seamless workflows. My Questions for the Community Use Cases:Ā What industries or professionals do you think would benefit most from this? Features:Ā Are there additional features or considerations I’m overlooking? Competition:Ā Do you know of similar tools already on the market, and how could this app differentiate itself? Challenges:Ā What technical or market challenges should I anticipate when building and launching this product? I’d love to hear your thoughts, feedback, or ideas for collaboration. If you’re interested in discussing this further, let me know! Thanks in advance for your time and input.

bubbln_network-automation
github
LLM Vibe Score0.421
Human Vibe Score0.004537250556463098
olasupo•Mar 14, 2025

bubbln_network-automation

Bubbln: An AI-driven Network Automation In the world of network engineering, automation has completely transformed the way things work. But, before automation, setting up and managing networks was a tedious job filled with challenges. Engineers had to manually type out configurations, often doing the same tasks repeatedly on different devices. This led to mistakes and wasted time. Then came automation tools like Ansible, Chef, and Puppet, which changed everything. They made network management much easier and allowed for scalability. But there was still a problem: creating automation scripts required a lot of technical know-how and was prone to errors because it relied on human input. And that's why we built Bubbln. It's a game-changer in network engineering, integrating AI into Ansible to take automation to the next level. With Bubbln, we can automatically generate and execute playbooks with incredible accuracy, thereby improving automation efficiency and increasing network engineer’s productivity. It was developed using Python programming language and acts as a bridge between ChatGPT and network systems, making interactions seamless and deployments effortless. Current Capabilities AI-Driven Playbook Generation for OSPF and EIGRP based networks: Bubbln has been rigorously tested to leverage ChatGPT for generation of playbooks for networks based on OSPF and EIGRP networks, with a very high accuracy rate. Auto-creation of Inventory files: Users do not need to prepare the hosts file. Bubbln will auto-generate this file from input provided by the user. Customizable Configurations: Users can input specific router protocols (OSPF or EIGRP), interface configurations, and other network details to tailor the generated playbooks. Documentation: Bubbln automatically creates a report that contains the network configurations, prompts, and generated playbooks for easy reference in future. No expertise required: By auto-generation of the playbooks and inventory file, Bubbln has been able to eliminate a major hurdle to network automation – need for users to learn the automation tools e.g Ansible, Chef. Improved Efficiency: With AI automation, Bubbln speeds up the deployment of network configurations, reducing the time required for manual playbook creation, thereby increasing the productivity of network engineers. Getting Started There are two main approaches to installing Bubbln on your local machine. Docker Container Bubbln has been packaged using docker containers for easy distribution and usage. The following steps can be followed to deploy the Bubbln container on your local machine. Ensure docker is installed on your local machine by entering the below command. This command works for windows and linux OS: The version of docker would be displayed if it is installed. Otherwise, please follow the link below to install docker on your machine: Windows: Docker Desktop for Windows Ubuntu: Docker Engine for Ubuntu CentOS: Docker Engine for CentOS Debian: Docker Engine for Debian Fedora: Docker Engine for Fedora Download the docker image: Create a directory for the project and download Bubbln image using the below command: Run the docker container using the below command: Install nano Update the sshipaddresses.txt file: Update the ssh_addresses.txt file with the SSH IP addresses of the routers you want to configure. Bubbln will utilize this information along with the login credentials (inputted at runtime) to automatically generate a hosts.yml file required by ansible for network configuration. To do this enter the below command to edit the file: Obtain an OpenAPI API Key: You may follow this guide to sign up and obtain an API key: Utilizing a Virtualization machine of choice, setup a network with the following basic configurations: Enable SSH on each of the routers. Configure IP addresses and enable only interfaces required for connectivity by Bubbln. Configure static routes to enable Bubbln reach the routers on the network. Ensure all the routers can be reached by ping and SSH from your host machine. Initialize Bubbln by entering the below command: Github Repository Clone You can clone Bubbln’s GitHub repository by following the below steps: Prerequisites Bubbln works well with Python 3.10. You need to ensure python3.10 is installed on your local machine. This can be confirmed by entering the below command: If it is not Installed, then the below command can be utilized to install python 3.10: Build and Prepare the Project Clone the Bubbln repository from GitHub: To clone the repository, first verify you have git installed on your machine by issuing the following commands: If git is installed, the version number would be displayed, otherwise, you can issue the following commands to have git installed on your machine: Navigate or create a directory for the project on your machine and issue the following commands to clone the Bubbln git repository: Create a Virtual Environment for the application Firstly, confirm virtualenv is installed on your machine by inputting the following command: If the output shows something similar to the below, then go to the next step to install virtualenv ` WARNING: Package(s) not found: env, virtual ` Issue the below command to install virtualenv: Create a virtual environment for the project: Activate the virtual environment: Install the dependencies You can then run the below command to install the necessary packages for the app. Update the sshipaddresses.txt file: Update the ssh_addresses.txt file with the SSH IP addresses of the routers you want to configure. Bubbln will utilize this information along with the login credentials (inputted at runtime) to automatically generate a hosts.yml file required by ansible for network configuration. Obtain an OpenAPI API Key: You may follow this guide to sign up and obtain an API key OpenAI Key: OpenAI Key Utilizing a Virtualization machine of choice, setup a network with the following basic configurations: Enable SSH on each of the routers. Configure IP addresses and enable only interfaces required for connectivity by Bubbln Configure static routes to enable Bubbln reach the routers on the network. Ensure all the routers can be reached by ping and SSH from your host machine. Initialize Bubbln While ensuring that python virtual environment is activated as stated in step 5, run the below command to initialize Bubbln How Bubbln Works Bubbln serves as an intermediary between ChatGPT and a network infrastructure, providing logic, control functions, and facilitating network automation. Its operation can be summarized as follows: !image Figure 1Bubbln architecture and interaction with a network of four routers. Initialization: When Bubbln is initialized, it checks the ā€œuserconfig.pklā€ file to see if Bubbln has ever been initiated. This is indicated by the presence of a welcome message status in the file. If it exists, Bubbln jumps straight to request the user to input the OpenAI key. Otherwise, it displays a welcome message, and updates the userconfig.pkl file accordingly. Upon successful input of the API key, the user is prompted for the SSH credentials of the routers. These parameters are then encrypted and saved in the user_config.pkl file. The SSH credential is later decrypted and parsed as input to dynamically generate a hosts.yml file at runtime. Responsible Code Section: bubbln.py: welcomemessagefeature() !image Figure 2 Bubbln's welcome message. Parameter Input & Validation: In the parameter input stage, Bubbln first checks for the existence of a file called ā€œrouter_configuration.pklā€. If it exists, the user is prompted to decide whether to load an existing configuration or input a new set of configurations. If the file is empty or non-existent, then users are prompted to input the configuration parameters for each router on the network. These parameters serve as variables that are combined with hardcoded instructions written in natural language to form the prompt sent to ChatGPT. Key parameters include: Router Configurations: OSPF Area OSPF Process ID Number of networks to advertise (OSPF/EIGRP) AS Number (EIGRP) Interface names IP Addresses (in CIDR format) This module also ensures that parameters are keyed in using the correct data type and format e.g. IP addresses are expected in CIDR format and OSPF Area should be of type integer. Upon completion of parameter input, all parameters are saved into a file called ā€œrouter_configuration.pklā€ upon validation of accuracy by the user. Responsible Code Section: parameter_input.py !image Figure 3 Bubbln receiving Network Parameters. Before generating the prompt, a summary of the inputted parameters is displayed for user validation. This step ensures accuracy and minimizes errors. Users are given the option to make corrections if any discrepancies are found. Responsible Code Section: parameterinput.py: validateinputs() !image Figure 4 Bubbln Awaiting Validation of Inputted Network Parameters. Auto-Generation of Prompt: After validation of inputted parameters, Bubbln composes the prompt by combining the inputted parameters with a set of well-engineered hardcoded instructions written in natural language. Responsible Code Section: prompt_generator.py ChatGPT Prompting: The auto-composed prompt is then sent to ChatGPT utilizing gpt-4 chatCompletions model with a temperature parameter of 0.2 and maximum tokens of 1500. The following functions were designed into this process stage Responsible Code Section: chatGPT_prompting.py !image Figure 5 ChatGPT prompting in progress Playbook Generation & Extraction: After ChatGPT processes the prompt from Bubbln, it provides a response which usually contains the generated playbook and explanatory notes. Bubbln then extracts the playbook from the explanatory notes by searching for ā€œ---ā€ which usually connotes the start of playbooks and saves each generated playbook uniquely using the nomenclature RouteriPlaybook.yml. Responsible Code Section: playbook_extractor.py !image Figure 6 ChatGPT-generated playbook. Playbook Execution: Bubbln loads the saved ā€œRouteriPlaybook.ymlā€ playbook and dynamically generates the hosts.yml file and parses them to the python library ansiblerunner for further execution on the configured network. Bubbln generates the hosts.yml file at run time by using the pre-inputted SSH credentials in userconfig.pkl file - and decrypts them, as well as IP addresses from the sshipaddresses.txt file, as inputs Responsible Code Section: playbook_execution.py !image Figure 7 Playbook execution in progress Sample result of Executed Playbook Upon successful execution of all playbooks, a query of the routing table on router 4 indicates that router 4 could reach all the prefixes on the network. !image Figure 8 Output of 'sh ip route' executed on R1 File Management and Handling Throughout the execution process, Bubbln manages the creation, saving, and loading of various files to streamline the network automation process. user_config.pkl: This dictionary file dynamically created at run time is used to store encrypted API keys, SSH credentials and initial welcome message information. router_configuration.pkl: It is auto created by Bubbln and used to store network configuration parameters for easy loading during subsequent sessions. hosts.yml: This is a runtime autogenerated file that contains inventory of the network devices. It is auto deleted after the program runs. networkconfigurationreport.pdf: This auto-generated report by Bubbln is a documentation of all the routers configured their parameters, generated playbooks, and prompt for each execution of the Bubbln application. It is created after a successful execution of playbooks and network testing and is meant for auditing and documentation purposes. RouteriPlaybook.yml: After extraction of generated playbooks from ChatGPT’s raw response, Bubbln automatically saves a copy of the generated playbook using unique names for each playbook. !image Figure 9 File structure after successful deployment of a four-router network Providing Feedback We are glad to hear your thoughts and suggestions. Kindly do this through the discussion section of our GitHub - https://github.com/olasupo/bubbln_network-automation/discussions/1#discussion-6487475 We can also be reached on: Olasupo Okunaiya – olasupo.o@gmail.com

Stop Learning Excel—Meet the AI Spreadsheet
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Kevin Stratvert•Dec 13, 2024

Stop Learning Excel—Meet the AI Spreadsheet

Mastering Excel used to mean memorizing complex formulas like VLOOKUP, creating pivot tables, and manually sorting data. But now, AI spreadsheets are here to change the game! In this video, I showcase 7 ways AI makes spreadsheets effortless, even for beginners. With Bricks, an AI-powered and free spreadsheet tool, I’ll demonstrate how you can: Automate table joins without formulas Sort data with simple prompts Apply conditional formatting in seconds Filter data dynamically Summarize or group data effortlessly Create charts automatically Remove duplicates with ease Whether you're a spreadsheet pro or just getting started, this video will show you how AI can handle all the hard work for you. I’ve even included a sample Excel workbook so you can follow along and try these features for yourself. Are you ready to embrace the future of spreadsheets? Watch now and see why it might be time to stop learning Excel and start using AI! Host: Kevin Stratvert šŸ“š RESOURCES Download the sample workbook: https://1drv.ms/x/s!AmxrofZZlZ-whfhLV1BgrO5mxYgTsg?e=nEousp Sign up for Bricks: https://bit.ly/newaispreadsheet ⌚ TIMESTAMPS 00:00 - Introduction 00:28 - Get Bricks 01:02 - Effortless Table Joins with AI 02:54 - Simplified Sorting with AI 03:58 - Conditional Formatting with AI 05:03 - Filtering Made Smarter with AI 06:20 - AI Pivot Tables for Instant Insights 07:09 - AI Charts 07:59 - Removing Duplicates with AI 09:14 - Bonus: Data Types 11:51 - Export to Excel 12:12 - Wrap Up šŸ“ŗ RELATED VIDEOS Playlist with all my videos on Bricks: https://www.youtube.com/playlist?list=PLlKpQrBME6xLZLJCmqdM4i5GQhXscRvTS šŸ“© NEWSLETTER Get the latest high-quality tutorial and tips and tricks videos emailed to your inbox each week: https://kevinstratvert.com/newsletter/ šŸ”½ CONNECT WITH ME Official website: http://www.kevinstratvert.com LinkedIn: https://www.linkedin.com/in/kevinstratvert/ Discord: https://bit.ly/KevinStratvertDiscord Twitter: https://twitter.com/kevstrat Facebook: https://www.facebook.com/Kevin-Stratvert-101912218227818 TikTok: https://www.tiktok.com/@kevinstratvert Instagram: https://www.instagram.com/kevinstratvert/ šŸŽ TOOLS AND DISCOUNTS āœ… šŸŽ™ļø Voicemod AI Voice Changer | 5% off | https://link.xsolla.com/KZBi89AY āœ… 🌐 Squarespace Websites | https://squarespace.syuh.net/XYaqYM āœ… šŸ” Grammarly | https://grammarly.go2cloud.org/SH3nL āœ… šŸ“¹ CapCut | https://bit.ly/installcapcut āœ… šŸ›ļø Shopify | https://shopify.pxf.io/XY9rPa āœ… šŸ“‹ Notion | https://affiliate.notion.so/rffva4tr71ax āœ… šŸ–¼ļø Figma | https://psxid.figma.com/lqjg97licpry āœ… šŸ¤– ElevenLabs Text-to-Speech | https://try.elevenlabs.io/taqepq60mptr āœ… šŸ’µ Quickbooks Online | https://bit.ly/intuitquickbooksonline āœ… šŸ‘„ Hubspot | https://hubspot.sjv.io/DKo6jb āœ… šŸ“ˆ Semrush | https://bit.ly/semrush14dayfreetrial āœ… šŸŽ„ Descript | https://get.descript.com/sf22jb63w2tx āœ… šŸ“ Smartsheet | https://bit.ly/trysmartsheet šŸŽ’ MY COURSES Go from Excel novice to data analysis ninja in just 2 hours: https://kevinstratvert.thinkific.com/ šŸ™ REQUEST VIDEOS https://forms.gle/BDrTNUoxheEoMLGt5 šŸ”” SUBSCRIBE ON YOUTUBE https://www.youtube.com/user/kevlers?sub_confirmation=1 šŸ™Œ SUPPORT THE CHANNEL Hit the THANKS button in any video! Amazon affiliate link: https://amzn.to/3kCP2yz āš– DISCLOSURE Some links are affiliate links. Purchasing through these links gives me a small commission to support videos on this channel. The price to you is the same. #stratvert #bricks