ProposalDrift: Win Rate Regression Tracker
Analyzes freelancer proposal acceptance patterns to identify what changed when win rates suddenly drop, helping contract workers recover lost clients.
The Problem
Freelancers often experience mysterious drops in proposal acceptance rates but have no way to systematically track what changed—pricing, portfolio presentation, proposal templates, niche focus, or response time. They guess-and-check for months, losing income and confidence without data.
Target Audience
Mid-tier freelancers on Upwork, Fiverr, and Toptal (earning $3k-15k/month) who submit 5+ proposals weekly and want to optimize conversion rates.
Why Now?
AI-powered proposal writing tools (Claude, ChatGPT) have flooded the market, making freelancers paranoid about rate commoditization and acceptance drops. They need data-driven diagnostics.
What's Missing
Freelance platforms show raw stats but zero causal analysis. Existing analytics tools target agencies, not solo freelancers. No one connects proposal metadata to acceptance outcomes.
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