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AI-Powered Lead Enrichment from Company Websites (OpenAI GPT + n8n). Visits each lead's website, reads the page, and writes their value proposition, industry, audience, and B2B/B2C type straight into your lead sheet.
Solves the problem of having a list of company leads with no fast way to know what each company actually does or who they target — researching each one manually doesn't scale. The automation visits each company's website, extracts the page content, and uses GPT to generate a short value proposition, an industry classification, a target audience, and a B2B/B2C market type, writing the results straight back into the spreadsheet.
Currently live for 3–4 agency clients.
Good fit for: agencies or sales teams sitting on a list of leads with no context on what each company does.
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Lost 2 days building a complex n8n workflow. Here's what I learned.✌️
The project: A 12-node AI Receptionist automation for a luxury resort in Bangladesh. Multi-channel (WhatsApp, Telegram, Voice), 9 Google Sheets, Gemini API, payment automation, customer CRM.
What went wrong: Added a new voice integration node. Accidentally deleted the entire workflow.
Why it happened:
No JSON exports after milestones
No version control (Git)
Testing changes LIVE on production workflow
No documentation
Building locally with zero redundancy
The fix (now implemented):
✅ JSON backups after every 2-3 nodes
✅ GitHub versioning
✅ Clone workflows for testing
✅ Modular design
✅ Complete documentation
For automation professionals: You're not just builders—you're engineers.
Treat workflows like software:
Documentation
Version control
Backup strategy
Modular testing
Client delays = lost revenue + credibility damage.
Make the systems bulletproof.
How do you prevent data loss in your automation builds? 👇
#n8n #Automation #WorkflowAutomation #NoCode #LessonsLearned #make #AIAutomation #DataAnalyst #MachineLearning
I'd try restoring one of those JSON backups into a cloned workflow before the next handoff. That way you know it can actually get you running again.
Excel Data Entry & Financial Records
I provide accurate and organized Excel data entry and financial record management services.
✅ Excel data entry
✅ Financial records
✅ Data organization
✅ Expense & income tracking
✅ Basic reporting
If you need clean and organized financial data, feel free to contact me.
Introducing AgroGPT 🌱 An AI agriculture assistant built for farmers across Bangladesh.
AgroGPT brings farming guidance and local information together in one mobile experience:
🌾 Six AI specialists covering crops, cattle, poultry, aquaculture, soil, and research
🌦️ Weather forecasts focused on crop risks
📊 Live bazar prices to support market decisions
📰 Agricultural news and updates
💬 AI chat for everyday farming questions
The design pairs a fresh green palette with clear navigation and dedicated specialist tools, making a wide range of information easier to explore.
What feature would you find most useful in an agriculture app?
