WinRate
AI job analyzer + proposal writer for freelancers
I built this after noticing two things that kill freelance win rates:
1. People apply to jobs they can't win (vague scope, bad client signals, budget mismatch)
2. Proposals all sound the same because everyone's using the same AI prompts
WinRate tries to fix both. You paste a job posting, it gives you:
- A win probability score with specific reasoning
- Red flags and green flags pulled from the actual posting
- A proposal written around your profile (your niche, past wins, rate) — not a template
The proposal generation prompt does something most "AI proposal tools" skip: it reads what the client actually needs versus what they wrote, then opens with a specific insight about their problem rather than "Hi, I'm interested in your project."
Tech: FastAPI, SQLite, Claude Sonnet for analysis, Stripe for subscriptions.
Free tier is 3 full analyses. Would love feedback on whether the proposals hold up across different niches — I've tested mostly dev and design jobs.
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