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Kelley Blue Book

US car inventory, listing details, model-year trims and regional Kelley Blue Book valuations.

7 Firecrawl tools use Kelley Blue Book
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Find used Toyota Camrys from 2020 onward within 50 miles of 90210 for under $25,000, cheapest first.

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Choose an example or ask your own question.

Kelley Blue Book
TRY ASKING
1Request
stringRequired

kbb.com make slug, e.g. toyota, honda, ford, mercedes-benz.

stringRequired

Five-digit US ZIP code at the centre of the search.

string

Drivetrain group. kbb.com groups AWD and 4WD together, so awd and 4wd return the same listings (drive_type AWD4WD).

string

kbb.com exterior colour group; matches the manufacturer colour names in `exterior_color` (e.g. white matches Snowflake White Pearl Mica).

string

Inventory to search: used, new, certified pre-owned, or all three. Defaults to used.

string

kbb.com model slug, e.g. camry, civic, f150, model-3. Powertrain variants are not separate models (Kona Electric is kona, Bolt EV is bolt); an unknown slug fails with not_found naming the make's valid slugs. Omit for all models of the make.

number

Search radius in miles; 0 means nationwide. KBB pads a market's results with remote 'virtual dealer' delivery listings whose distance is not the seller's; with a non-zero radius these are excluded (count may be below page_size while total_count still includes them).

5 credits
Codefollows the fields above
const result = await firecrawl.scrape({
  alexandria: {
    provider: "kbb-com",
    capability: "vehicles/listings",
    options: {
      make: "toyota",
      model: "camry",
      radius_miles: "50",
      zip: "90210",
    },
  },
});
2Response example

This is a sample shape. Press Run to see live data from Kelley Blue Book.

{
  "count": 25,
  "has_next": true,
  "listings": [
    {
      "body_style": "Sedan",
      "days_on_site": 17,
      "deal_indicator": null,
      "description": "2012 Toyota Camry SE under 96k miles, clean title, nonsmoker. Charcoal exterior with a clean black interior. Well-maintained and in ...",
      "display_price": 11400,
      "distance_miles": 9,
      "drive_type": "FWD",
      "engine": "4-Cylinder",
      "exterior_color": "Charcoal",
      "features": null,
      "fuel_type": "Gasoline",
      "image_count": 1,
      "image_url": "https://assets.cai-media-management.com/ps-vehicle-media/34b658e6-99ac-4fc5-a407-6c2fec15b04a.jpg",
      "interior_color": "Black",
      "is_newly_listed": false,
      "is_reduced_price": false,
      "kbb_fair_purchase_price": {
        "amount": 10429,
        "delta": -971,
        "high": 10954,
        "low": 9929
      },
      "kbb_vehicle_id": "370421",
      "listing_id": "790004288",
      "listing_type": "USED",
      "make": "Toyota",
      "mileage": 95850,
      "model": "Camry",
      "mpg_city": 25,
      "mpg_highway": 35,
      "price": 11400,
      "price_valid_until": "2027-09-02",
      "seller": {
        "city": "Los Angeles",
        "id": "75917303",
        "is_private_seller": true,
        "name": "Private Seller Exchange",
        "phone": null,
        "state": "CA",
        "website": null,
        "zip": "90045"
      },
      "stock_number": "4T1BF1FK0CU602038",
      "style_id": "332536",
      "title": "Used 2012 Toyota Camry SE",
      "transmission": "6-Speed Automatic",
      "trim": "SE",
      "url": "https://www.kbb.com/cars-for-sale/vehicle/790004288",
      "vehicle_history_preview": [
        "NO_SALVAGE_TITLE",
        "ACCIDENTS_REPORTED",
        "ONE_OWNER"
      ],
      "vin": "4T1BF1FK0CU602038",
      "year": 2012
    },
    {
      "body_style": "Sedan",
      "days_on_site": 43,
      "deal_indicator": "Great",
      "description": "48/47 City/Highway MPG 2025 Toyota Camry SE GOLD CPO CARFAX One-Owner. Clean CARFAX. Certified. Toyota Gold Certified Details:",
      "display_price": 29973,
      "distance_miles": 6.14,
      "drive_type": "FWD",
      "engine": "Hybrid",
      "exterior_color": "Ice Cap",
      "features": null,
      "fuel_type": "Hybrid Gas/Electric",
      "image_count": 1,
      "image_url": "https://atcimages.kbb.com/hn/c/6f1ab439b5b64bb6bcf2e80d5cf1bb22.jpg",
      "interior_color": "Black",
      "is_newly_listed": false,
      "is_reduced_price": false,
      "kbb_fair_purchase_price": {
        "amount": 31290,
        "delta": 1317,
        "high": 32390,
        "low": 30190
      },
      "kbb_vehicle_id": "475493",
      "listing_id": "787693153",
      "listing_type": "USED",
      "make": "Toyota",
      "mileage": 8130,
      "model": "Camry",
      "mpg_city": 48,
      "mpg_highway": 47,
      "price": 29973,
      "price_valid_until": "2027-08-07",
      "seller": {
        "city": "Van Nuys",
        "id": "72925383",
        "is_private_seller": false,
        "name": "Keyes Toyota",
        "phone": "8185285272",
        "state": "CA",
        "website": "https://www.keyestoyota.com/",
        "zip": "91401"
      },
      "stock_number": "SU608477P",
      "style_id": "453133",
      "title": "Used 2025 Toyota Camry SE w/ Convenience Package",
      "transmission": "Continuously Variable Automatic",
      "trim": "SE",
      "url": "https://www.kbb.com/cars-for-sale/vehicle/787693153",
      "vehicle_history_preview": [
        "NO_SALVAGE_TITLE",
        "NO_FRAME_DAMAGE",
        "NO_FLOOD_WATER_DAMAGE",
        "NO_ACCIDENTS_REPORTED",
        "ONE_OWNER",
        "FREE_REPORT"
      ],
      "vin": "4T1DAACK9SU608477",
      "year": 2025
    }
  ],
  "next_page": 2,
  "observed_at_ms": 1789837839789,
  "page": 1,
  "page_size": 25,
  "query": {
    "city": "Beverly Hills",
    "listing_type": "used",
    "make": "TOYOTA",
    "model": "CAMRY",
    "price_max": null,
    "price_min": null,
    "radius_miles": 50,
    "sort": "relevance",
    "state": "CA",
    "trim": null,
    "year_max": null,
    "year_min": null,
    "zip": "90210"
  },
  "source_url": "https://www.kbb.com/cars-for-sale/used/toyota/camry/beverly-hills-ca?firstRecord=0&numRecords=25&searchRadius=50&zip=90210",
  "stats": {
    "price_average": 24609.39264531435,
    "price_max": 41990,
    "price_min": 2995,
    "year_max": 2026,
    "year_min": 2001
  },
  "total_count": 849
}

Firecrawl tools

7

Ready-made Firecrawl tools that call Kelley Blue Book.

Uses Kelley Blue Book, NHTSAUnderpriced used car finderUse when a car buyer, flipper or used-car manager wants to find listings priced below market without hidden problems. Pulls listings near a ZIP, compares asking price with the KBB value for the exact trim and mileage, decodes each VIN and checks its recalls and complaint patterns, and ranks genuine bargains.7 toolsOpen
Uses NHTSA vPIC vehicle decoder, NHTSA, Kelley Blue Book, CarGurus, FRED (Federal Reserve Economic Data)+1Auto loan collateral value checkUse when an auto loan underwriter is checking whether the vehicle behind a loan application supports the amount requested. Decodes the VIN, reads book values, compares the dealer's price with market value for similar listings, checks for open recalls, and reads current auto loan rates, then states the loan-to-value position.6 toolsOpen
Uses Nissan USA dealer locator and inventory, CarGurus, Kelley Blue Book, NHTSANew car dealer quote benchmarkUse when a car buyer, small-fleet purchaser or buying-service agent is negotiating a new Nissan and wants leverage. Reads live new inventory and pricing across nearby dealers, compares with nearly-new used listings and book values for the same trim, and checks safety ratings and recalls, then gives a target price and the dealer to start with.7 toolsOpen
Uses Turo, Hertz Car Sales, Kelley Blue Book, NHTSAPeer-to-peer rental vehicle pickUse when someone building a Turo hosting business is choosing which car to buy next for a given city. Reads what similar cars earn and how often they are booked on Turo locally, prices buying the same models from Hertz Car Sales, checks resale value and owner complaints, and ranks models by payback.6 toolsOpen
Uses Turo, Hertz Car Sales, Kelley Blue Book, NHTSATuro host fleet addition pickUse when a Turo host running a small rental business is deciding which car to buy next. Reads what similar cars earn on Turo in the market, prices of used and ex-rental cars to buy, book values for resale later, and owner complaints that could mean downtime, then ranks models by likely return.5 toolsOpen
Uses bid.cars, NHTSA vPIC vehicle decoder, NHTSA, Kelley Blue BookSalvage auction rebuild economicsUse when a rebuilder, exporter or used-car dealer is deciding whether to bid on a damaged or salvage-title car at auction. Reads the lot's damage and odometer, prices it against similar sold lots, decodes the VIN and checks open recalls, and compares with clean-title retail value to set a maximum bid that leaves room for repair and branding discount.6 toolsOpen
Uses CarGurus, NHTSA, bid.cars, Kelley Blue BookUsed car fair price and hidden historyUse when someone is buying a specific used car from a dealer listing and wants to know if the price is fair and what the listing does not say. Chains the CarGurus listing's VIN into NHTSA recalls, a salvage-auction lookup on bid.cars and a Kelley Blue Book value, producing an offer range and a list of questions for the seller.7 toolsOpen

Benchmarks

Retail benchmarks

Quality, speed and cost, last 24 hours, across every agent call to Kelley Blue Book through Alexandria.

Quality
86.3%
Calls answered without a tool error
Speed
45.5 s
95% of successful calls finish faster
Cost
5 credits
Firecrawl credits per call
Calls
263
Last 24 hours, every Alexandria user
Quality and speed of each tool, last 24 hours
ToolQualitySpeedCalls
Trims97.4%45.5 s196
Book value85.4%6.8 s41
Listings0%n/a25

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