Comment by hitensethiya

We're building SearchSpot.ai. The basic idea is that travel planning is less a search problem and more a decision-confidence problem. Existing tools are decent at giving links, filters, or generated itineraries, but not great at helping you eliminate options in a way that feels trustworthy. In practice, most people planning a real trip end up stitching together OTAs, maps, blogs, Reddit, Instagram, weather, commute times, reviews, etc. The hard part isn't only finding options, it's ruling them out with confidence. We're trying to make that process more structured: preserve trip context, compare options across constraints, keep bucketlists/itinerary views, and show enough reasoning that it doesn't feel like a black box. Still early, but that's the problem we're obsessed with.