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Car market data API for AI and apps.

Research the market in Claude, ChatGPT, OpenClaw, or another MCP client. Or use Visor as a vehicle data API for live listings, VIN lookup, dealer inventory, and pricing context.

Get an API keySet up MCP

Can be used with

OpenAIClaudeOpenClaw

Search live listings

GET/v1/listings

Sample response

$0.002 / request
{
  "data": [
    {
      "id": "listing_01J...",
      "vin": "4T1K61AK5RU123456",
      "year": 2024,
      "make": "Toyota",
      "model": "Camry",
      "price": 28995,
      "dealer_name": "North Shore Toyota"
    }
  ],
  "pagination": { "limit": 10, "offset": 0, "total": 128, "next_offset": 10 },
  "meta": {}
}
2026 Toyota 4Runner16,695 for sale+18.7%
2023 Ford F-150 Raptor852 for sale+1.9%
Hybrid SUVs under $35k0 for sale0.0%
Porsche 911 GT3419 for sale-2.1%
2024 Tesla Model Y624 for sale-1.1%
2025 Honda Civic Si121 for sale-4.7%
2027 Kia Telluride EX2,135 for sale+6.8%
2026 Toyota 4Runner16,695 for sale+18.7%
2023 Ford F-150 Raptor852 for sale+1.9%
Hybrid SUVs under $35k0 for sale0.0%
Porsche 911 GT3419 for sale-2.1%
2024 Tesla Model Y624 for sale-1.1%
2025 Honda Civic Si121 for sale-4.7%
2027 Kia Telluride EX2,135 for sale+6.8%

Bring your favorite model along for the ride

Use with ChatGPT, Claude, OpenClaw, or another MCP client. Same data as the API, no code required.

Set up the MCP in 2 minutes
OpenAIClaudeOpenClaw
Visor MCP analyzing regional pricing for a vehicle across the Midwest, South, Northeast, and West, with median price and average discount per region.

Easily connect to the Visor MCP

Connected
  • Active listings
  • Sold listings
  • Vehicle options and packages
  • Price history
  • Dealer information
  • Market velocity
  • Listings over time

Put market data to work

Pull it into a spreadsheet, follow a launch, and pipe live market data into whatever you are building.

Importinto a spreadsheet

A spreadsheet of BMW X5 listings exported from the Visor API, with columns for listing, price, and options.

Track the launch of a new arrival

Watch inventory and pricing the moment a new model hits the market.

Inventory growth chart showing new and used 2027 Kia Telluride listings climbing sharply to 4,849 new units today.
Recently listedPrice
2027 Kia Telluride EX FWD
Today
$50,995
2027 Kia Telluride EX AWD
Today
$52,420
2027 Kia Telluride SX
1 day ago
$56,830
2027 Kia Telluride X-Line
2 days ago
$58,120
2027 Kia Telluride SX Prestige
2 days ago
$61,340
2027 Kia Telluride X-Pro
3 days ago
$63,880

Know where the market stands

2023 Ford F-150 Lariat(Sold after 7 days)
$50,698
2023 Ford F-150 Lariat(Sold after 13 days)
$48,997
2023 Ford F-150 Lariat(Sold after 27 days)
$49,699
2023 Ford F-150 Lariat
40k - 60k miles · Recently listed and sold
$49,810+1.7%
2023 Ford F-150 Lariat(Listed today)
$50,995
2023 Ford F-150 Lariat(Listed today)
$50,500
2023 Ford F-150 Lariat(Listed 3 days ago)
$49,998

Keep track of your car values

A two-car garage holding a BMW X5 and a Mazda Miata, each tagged with its current Visor market value.
2023 BMW X5 40i xDrive
$39,201+1.2%| 42,981 miles
2025 Mazda Miata Club
$36,780+0.3%| 6,110 miles

One API for inventory, VINs, dealers, and market slices.

Use the vehicle listings API, VIN lookup API, dealer inventory API, and market facet endpoints from the same REST surface.

See the full API reference

Search listings

GET/v1/listings
$0.002 / request

Request

cURL
curl -G https://api.visor.vin/v1/listings \
  -H "Authorization: Bearer sk_live_..." \
  -d make=toyota \
  -d model=camry \
  -d year=2024 \
  -d state=CA \
  -d sort=price \
  -d limit=10

Returns

Listing pageDealer summaryPhotos and vehicle facts
{
  "data": [
    {
      "id": "listing_01J...",
      "vin": "4T1K61AK5RU123456",
      "year": 2024,
      "make": "Toyota",
      "model": "Camry",
      "price": 28995,
      "dealer_name": "North Shore Toyota"
    }
  ],
  "pagination": { "limit": 10, "next_offset": 10 }
}

PRICING

Start free. Pay for the calls you use.

Start with included API credit, then pay only for what you call. Most vehicle listings, VIN lookup, dealer, and facet calls cost less than a penny.

Common request costs

Simple per-request pricing for the calls most teams start with.

Listing Search

Search inventory with filters for make, model, trim, year, location, price, mileage, dealer, options, and more.

$0.002/ call

Vehicle Detail

Fetch one listing or VIN-centered vehicle record with latest listing, dealer, photos, and build details.

$0.003/ call

Facet Counts

Power filters, charts, and market slices with counts, price ranges, and per-bucket metrics.

$0.003/ call

Dealer Lookup

Read dealer profiles, locations, represented makes, and current attributed inventory counts.

$0.001/ call

Enriched Listing Search

Return listing pages with heavier expansions like decoded options or price history included.

$0.04/ call

Usage tiers

Higher limits unlock automatically as paid usage grows.

Parking Lot

New API account

10

req / 10 sec

60 requests / minute

Neighborhood

After $25 spent + 7 days

40

req / 10 sec

120 requests / minute

Freeway

After $150 spent + 14 days

200

req / 10 sec

600 requests / minute

Autobahn

After $500 spent + approval

500

req / 10 sec

3,000 requests / minute

Get an API keySee how usage tiers workNo credit card required to start.

Start building with Visor.

Broad U.S. listing coverage, VIN context, and market signals. Free to start.

Get an API keyRead the docs