VibeFilter

VibeFilter is a mobile + web AI-assisted restaurant discovery app that helps people choose where to eat based on “how it feels,” not just ratings. Users search by vibe signals like noise level (quiet to loud), crowd density, lighting, music, seating comfort, and “good for” modes (deep talk, date, laptop work, family). The app blends structured tags with lightweight AI summaries generated from recent reviews, photos, and short user check-ins (“It’s loud at 7pm, bar is packed, patio breezy”). It also shows time-of-day vibe forecasts so users can avoid surprises. Realistically, this won’t beat Google/Yelp on breadth; it wins by being faster for a specific decision: picking a place that matches the moment. Monetization starts with affiliate reservations and premium filters for power users.