{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/be652459585e46bd9ba164bd628a41a9\" frameborder=\"0\" width=\"1670\" height=\"1252\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":1252,"width":1670,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":1252,"thumbnail_width":1670,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/be652459585e46bd9ba164bd628a41a9-55a35ac5627de800.gif","duration":307.712,"title":"HyperLocal: Data-Driven Small Business Locations","description":"This Loom presents HyperLocal, a data driven tool to help small businesses decide where to open by recommending top zip codes. The demo shows users selecting a business type like a coffee shop to view an AI generated neighborhood vibe, demand and competition scores, customer demographics, and top competitors and reviews across the recommended locations. The team explains the system architecture using sources like Census and Apify scraped Google Maps, with Gemini Flash generating insights, and storing results in Supabase. They note 20% of small businesses do not make it through their first year, often due to choosing the wrong location, and outline next steps like integrating Austin zoning data, adding CoStar, improving metrics per business type, and expanding beyond 17 zips."}