AI Proposal Writer for Freelancers
AI-powered proposal generator that analyzes job postings, matches them to your portfolio and skills, and produces custom proposals in minutes. Win more clients with less grunt work.
What it does
LLMs excel at personalized writing tasks. The core feature (analyze job → match profile → generate proposal) is a straightforward NLP pipeline. The main challenge is training the win-rate optimizer, but a simple feedback loop works for MVP.
LLMs excel at personalized writing tasks. The core feature (analyze job → match profile → generate proposal) is a straightforward NLP pipeline. The main challenge is training the win-rate optimizer, but a simple feedback loop works for MVP.
MVP features
Build prompt
Build an AI proposal writer for freelancers that: 1) Accepts a job posting URL or pasted text 2) Analyzes requirements, budget, and client history 3) Matches against the freelancer's saved portfolio, skills, and past projects 4) Generates a custom proposal with: intro hook, relevant case studies, approach outline, timeline, and pricing 5) Learns from proposal win/loss data to improve future proposals 6) Includes templates for Upwork, cold email, and RFP responses 7) Has a proposal tracker showing status (sent, opened, replied, won, lost) 8) A/B tests proposal variations. Use Claude API for writing, Supabase for data, Stripe for subscription billing at $29/mo.
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