Screenshots, not summaries — deep research agent for nonprofit social service monitoring · Feb–Jun 2025
Watch DemoNonprofits spend hours going through thousands of provider websites to keep contact info accurate. Typos and duplicates prevent successful referrals — just over half in one nonprofit I worked with.
Yellow Pages monitors websites, de-duplicates data, and verifies information with a from-scratch deep research agent that's 10x faster and 3x cheaper than OpenAI's. It shows screenshots as proof instead of summaries.
Since my February hackathon, 2 nonprofits have been helped and a 3rd is now using the site, saving hundreds of hours.
Nonprofits manually re-check 5k+ websites quarterly. Missing emails lead to failed referrals.
Autonomous agents that notify of website changes with screenshot proof and de-duplication.
Found ~10% of websites with errors across 10k+ providers. Nonprofits save hours prioritizing.
Custom deep research agent, semantic change detection, headless browser automation.