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Retail

Kelley Blue Book

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

7 ready-made skills use Kelley Blue Book
Try in Agent
Find used Toyota Camrys from 2020 onward within 50 miles of 90210 for under $25,000, cheapest first.

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Kelley Blue Book
TRY ASKING
1Request
stringRequired

kbb.com make slug, e.g. toyota.

numberRequired

Odometer miles.

stringRequired

kbb.com model slug, e.g. camry.

numberRequired

year

string

condition

string

price_type

string

kbb.com trim slug such as le-sedan-4d (see `trims`.slug). Required unless vehicle_id is given.

string

Market ZIP; KBB values vary by region. Defaults to the proxy's location.

5 credits
Codefollows the fields above
const result = await firecrawl.scrape({
  alexandria: {
    provider: "kbb-com",
    capability: "vehicles/book_value",
    options: {
      condition: "good",
      make: "toyota",
      mileage: 45000,
      model: "camry",
      price_type: "trade_in",
      trim: "le-sedan-4d",
      year: 2020,
      zip: "94102",
    },
  },
});
2Response example

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

{
  "body_style": "Sedan",
  "condition": "good",
  "consumer_rating": null,
  "consumer_review_count": 349,
  "data_version_date": "2026-09-19T00:00:00Z",
  "disclaimer": "Values are Kelley Blue Book opinions for the ZIP code and edition shown; actual prices vary.",
  "drive_train": "FWD",
  "engine": "4-Cyl, 2.5 Liter",
  "engine_type": "Gas",
  "image_url": "https://file.kelleybluebookimages.com/kbb/base/evox/ExtSpP/12105/2020-Toyota-Camry-360SpinFrame_12105_028_2400x1800.png",
  "make": "Toyota",
  "mileage": 45000,
  "model": "Camry",
  "observed_at_ms": 1789838267079,
  "price_type": "trade_in",
  "range": {
    "high": 19200,
    "low": 17300
  },
  "ranges": [
    {
      "condition": "fair",
      "high": 17850,
      "low": 16100,
      "price_type": "trade_in",
      "type": "Trade-In Value Fair",
      "value": 16950
    },
    {
      "condition": "good",
      "high": 19200,
      "low": 17300,
      "price_type": "trade_in",
      "type": "Trade-In Value Good",
      "value": 18250
    },
    {
      "condition": "excellent",
      "high": 20250,
      "low": 18200,
      "price_type": "trade_in",
      "type": "Trade-In Value Excellent",
      "value": 19200
    },
    {
      "condition": "fair",
      "high": 19590,
      "low": 17990,
      "price_type": "private_party",
      "type": "Private Party Value Fair",
      "value": 18790
    },
    {
      "condition": "good",
      "high": 21090,
      "low": 19290,
      "price_type": "private_party",
      "type": "Private Party Value Good",
      "value": 20190
    },
    {
      "condition": "excellent",
      "high": 22190,
      "low": 20290,
      "price_type": "private_party",
      "type": "Private Party Value Excellent",
      "value": 21240
    },
    {
      "condition": "very_good",
      "high": 19750,
      "low": 17750,
      "price_type": "trade_in",
      "type": "Trade-In Value Very Good",
      "value": 18750
    },
    {
      "condition": "very_good",
      "high": 21690,
      "low": 19840,
      "price_type": "private_party",
      "type": "Private Party Value Very Good",
      "value": 20740
    }
  ],
  "size_class": "Midsize Cars",
  "source_url": "https://www.kbb.com/toyota/camry/2020/le-sedan-4d/?mileage=45000&condition=good&pricetype=trade-in",
  "transmission": "Automatic",
  "trim": "LE Sedan 4D",
  "trim_slug": "le-sedan-4d",
  "typical_mileage": 91604,
  "valid_through": "09/19/2026",
  "value": 18250,
  "values": {
    "private_party": {
      "excellent": 21240,
      "fair": 18790,
      "good": 20190,
      "very_good": 20740
    },
    "trade_in": {
      "excellent": 19200,
      "fair": 16950,
      "good": 18250,
      "very_good": 18750
    }
  },
  "vehicle_id": "445266",
  "year": 2020,
  "zip": "94102"
}

Use cases

7

Built-in skills 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 capabilitiesUse
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 capabilitiesUse
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 capabilitiesUse
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 capabilitiesUse
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 capabilitiesUse
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 capabilitiesUse
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 capabilitiesUse

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