2025 - Battle of the Brains Hackathon (2nd Place, 24+ Schools) GeoMav
Small businesses keep losing customers to AI-powered search and most don't even know it. AI assistants regularly misrepresent local businesses or leave them out entirely. I built GeoMav to fix that.
GeoMav is a multi-agent platform that queries six LLM APIs in parallel (ChatGPT, Gemini, Claude, Perplexity, Bing, DeepSeek), extracts brand mentions, scores sentiment, and flags hallucinated claims. From there, an enrichment agent auto-publishes corrections in AI-readable formats like schema markup and llms.txt. Built with Next.js, TypeScript, FastAPI, and Supabase.
