I spent the last few weeks building a Make scenario that:
Watches Gmail for job alerts from LinkedIn and Freelancer
Uses AI to extract the job description
Automatically writes a tailored proposal
Saves everything to Google Sheets
A few things I learned along the way:
Always use HTML to Text parser before sending to OpenAI — raw HTML confuses the AI badly
Set Max Output Tokens to 800 — otherwise the AI cuts off mid-sentence
Use "Contains" filter for sender email, not exact match — LinkedIn uses different domains by country
The result: I went from manually checking job boards and writing proposals (1-2 hours/day) to having it all done automatically.
Happy to answer any questions or share more details!
Thanks for the interest! For anyone who wants to skip the setup and just plug it in, I packaged the full Make scenario + setup guide here: https://weijin7.gumroad.com/l/kmxxeh
Happy to walk through any part of the blueprint if you get stuck.