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One box. Any real-estate question. The system classifies your intent across 13 categories, routes to the right data (parcels, listings, towns, agents, pipeline, methodology), and composes a direct answer with the underlying citations.

town queryconfidence 90% · 2665 tokens · 2455ms

Cedar Park, TX is a large town with a population of 78,380 and an overall ValiFit composite score of 66/100. The town has a strong education score of 86.76 and a median home price of $460,000. For more detailed information, you can visit the Cedar Park page on ValiFit.

Why: The user is asking for information about a specific town, which fits the town_query intent.

Cedar Park

Population: 78,380

education: 87
school performance: 82
safety: 49
health: 62
appreciation: 65

Full town report →

Data sources

/api/v1/towns/{slug}→/api/v1/towns/cedar-park-tx

Raw structured response

{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "Place",
      "@id": "https://valifit.com/town/cedar-park",
      "name": "Cedar Park, TX",
      "url": "https://valifit.com/town/cedar-park",
      "geo": {
        "@type": "GeoCoordinates",
        "latitude": 30.510177,
        "longitude": -97.818626
      },
      "additionalProperty": [
        {
          "@type": "PropertyValue",
          "name": "population",
          "value": 78380
        }
      ],
      "description": "Cedar Park, TX — large_town (pop. 78,380). Overall ValiFit composite 66/100.",
      "citation": [
        {
          "@type": "CreativeWork",
          "name": "US Census Bureau Places",
          "isBasedOn": "https://valifit.com/glossary/census-place"
        },
        {
          "@type": "CreativeWork",
          "name": "NCES F-33 (school spending)",
          "isBasedOn": "https://valifit.com/glossary/nces-f33"
        },
        {
          "@type": "CreativeWork",
          "name": "FBI UCR (safety)",
          "isBasedOn": "https://valifit.com/glossary/ucr"
        },
        {
          "@type": "CreativeWork",
          "name": "Redfin national MLS (market)",
          "isBasedOn": "https://valifit.com/glossary/redfin-data"
        }
      ]
    }
  ],
  "census_place_id": "4813552",
  "municipality_name": "Cedar Park",
  "state": "TX",
  "slug": "cedar-park",
  "county": "Williamson",
  "government_type": "municipality",
  "population": 78380,
  "tier": "large_town",
  "coordinates": {
    "lat": 30.510177,
    "lng": -97.818626
  },
  "composites": {
    "education": 86.76,
    "school_performance": 81.55,
    "safety": 49.2,
    "health": 61.7,
    "appreciation": 65
  },
  "overall_score": 65.89,
  "market": {
    "median_home_price": 460000,
    "price_change_1yr_pct": null,
    "price_change_5yr_pct": null
  },
  "address_count": 25354
}