Terrible search experience

Imagine this:

You’ve just landed in a new city. You’re tired, hungry, and want something good for dinner. You open Yelp. Then TripAdvisor. Then Google Maps. Maybe even Apple Maps.

Suddenly, you’re comparing reviews across 4 apps with different star ratings, filters, and UX. Everything is inconsistent, outdated, or irrelevant. Some reviews are fake. Some are five years old. Some just say: “meh.”


The process of finding a great place is still painful:

  • You juggle multiple platforms with no shared logic

  • Each one has different rating systems and filtering tools

  • You’re forced to interpret unclear, incomplete, or biased reviews

  • It’s slow, manual, and frustrating — especially on mobile

It takes more time to pick the restaurant than to eat the meal.


There’s still no unified engine for fast, trustworthy, aggregated recommendations, tailored to real-world behavior — and driven by authenticity.

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