A client reached out recently with a straightforward request: he wanted to streamline his content workflow and potentially offer a similar system to other businesses. The challenge was real, creating consistent LinkedIn posts, X threads, and blog articles was eating up time and budget. He needed something that could handle research and content generation automatically, without the ongoing cost of freelancers or the hassle of managing a content team. So I built The Content Engine. Here's what it does: ✅ Researches any topic using multi-source intelligence (Tavily API) ✅ Generates 3 content pieces in one shot (LinkedIn, X thread, Blog) ✅ Auto-uploads to Google Sheets with status tracking ✅ Costs $0.021 per campaign($0 per campaign if you use the tricks I have shown in the video) (vs $60-150 manual) ✅ Runs in 30 seconds, no human needed Video walkthrough: https://www.loom.com/share/87e0e0faca9747e3952fdaa1654630d9 In the video, I walk through: The system architecture (Google Sheets → Tavily → Groq → Auto-upload) Live demo: watch content + images generate in real-time The ROI math (spoiler: 99.9% cost savings) Live workflow extension: I add image generation in real-time (something that would take 1.5 hours in n8n) How you can build your own version 🎁 Free resources included: Full source code (Python - sanitized, production-ready) Complete documentation (README, setup guide, LLM prompt) Google Sheets template The presentation slides from the video Here's the free resources: https://drive.google.com/drive/folders/18px9N5zGJTcP4scUQH8hSjnLr3yhXD8P?usp=drive_link Who is this for? If you're learning AI/automation — steal this. Tinker with it. Make it yours. If you run a content marketing agency — this might save you $3,000+/month. If you just like watching people build stuff — enjoy the walkthrough.

Here is how to gain access to one of the best email validator plugins. It will be thru a platform called apify, you can use code APIFY4UNIS for 50% off, so you will get the cheapest plan for 19.5 dollars, goving you 39 dollars use. Use the email validator which Im indeed affiliated in: https://apify.com/amr-mando/email-verifier You will verify 1k emails for 1 dollar., so you get 39k email validations. Another cheaty tip, you get free 5 dollar usage in apify, you can abuse it to use the actor for free 5k validations. Input the whole CSV and get it back, no manual input akd match. Very simple to use and its using one of the best services as a backend for validation with almost all validattion checks. I can guarantee a less than 0.5% bounce rate with only using deliverable emails. Will also show providers of the email and all other details.

Anyone recommend a good Mobile Phone scraping software that’s not over priced? Apollo phone quality is pretty inaccurate.

i am in the solar niche and i only got 2 leads from 54 clicks and 25 link clicks I'm at a 8% Conversion rate from link clicks to Leads. i use instant forms with 3 questions, a phone number verification and i have been running for 3 days. i am thinking its because its winter but idk. my offer is 2 months of free energy and urgency of the 30% tax rebates cause they end on 12/31/25. i wanna capitalize this month any tips?

Hi all—I've been struggling with client management and I dont know a lot of people here have been too. I spent some time working through it last week, and finally decided to start incorporating CRMs and AI. Here’s a simple way I solved it in case anyone is wondering: 1. Get a CRM (ClickUp, GHL, Monday.com, Notion). 2. Leverage no-code builders like Make.com or N8n to build automations that handle all the backend (staging, drafting and sending proposals to clients, messaging). This helped me a ton btw (working and running a business is not easy lol) 3. Monitor everything daily. Your automations will run autonomously but you still need to hold your end of the bargain(This is just to save you time whilst focusing on the things the make more money) Worrying about project management can be draining. If anything is unclear, let me know. Hope this helps someone 🙏