How AI Matching Actually Finds Your Perfect Business

You type "cozy Italian restaurant with outdoor seating for a date night" into a search bar. On most directories, you get a list of every Italian restaurant within 10 miles — sorted by who paid for the top spot. We built Spotbeam because we thought search could be smarter than that.

The keyword problem

Traditional search engines treat your query as a bag of keywords. "Cozy" gets ignored. "Date night" means nothing to an algorithm that only understands "Italian" and "restaurant." The result? A list that matches the category but misses the point entirely.

How intent matching works

Spotbeam's AI doesn't just parse your words — it builds a complete picture of what you want.

1. 1

   Cuisine preference: Italian — narrows to a specific food type

2. 2

   Ambiance: Cozy — filters for intimate settings, lower noise levels

3. 3

   Setting: Outdoor seating — requires patio, garden, or terrace

4. 4

   Occasion: Date night — prioritizes romantic atmosphere, good wine selection

“We don't rank businesses by popularity. We rank them by how well they fit what you're actually looking for.”

— Spotbeam Engineering Team

Context, not just content

Our AI also considers context that you didn't explicitly mention. If you're searching on a Saturday evening, we weight restaurants that are open and available.

Why results feel personal

What this means for you