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14 changes: 2 additions & 12 deletions guides/placematch.mdx
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Expand Up @@ -9,19 +9,9 @@ import { PlacematchPlayground } from "/snippets/PlacematchPlayground.jsx"
## Overview

The [`/placematch`](/api-reference/places/placematch) endpoint helps you match a place against multiple geospatial data sources using AI-powered entity resolution. Given information about a place (name, address, coordinates), we find the right match across sources like Reprompt, Overture, Foursquare, or your own data.
Each match includes a [confidence score](/api-reference/places/placematch#response-fields), source attribution, and reasoning explanation.

Under the hood, we use a combination of:
- Name similarity
- Geographic proximity and distance
- Category alignment
- Address component matching
- Fine-tuned LLM verification

Each match includes a [`confidence`](/api-reference/places/placematch#response-fields) score, source attribution, and reasoning explanation.

## Interactive Demo

**Try it:** Enter place information below, select data sources, and click 'Find Matches' to see real-time matching results.
## Try It

<PlacematchPlayground />

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