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Automotive
Verified

Kelley Blue Book Scraper

Extract KBB vehicle valuations, fair purchase prices, expert reviews, and 5-year cost-to-own estimates. Built on spider-browser .

Get started Docs
target
kbb.com
success rate
99.9%
latency
~4ms
Quick start

Extract data in minutes.

kelley-blue-book-scraper.ts
import { SpiderBrowser } from "spider-browser";

const spider = new SpiderBrowser({
  apiKey: process.env.SPIDER_API_KEY!,
  stealth: 2,
});

await spider.connect();
const page = spider.page!;
await page.goto("https://www.kbb.com/toyota/camry/2024/le/");

const data = await page.extractFields({
  vehicle: "h1",
  fairPrice: '[data-testid="fair-purchase-price"]',
  msrp: '[data-testid="msrp-value"]',
  rating: '[data-testid="expert-rating-value"]',
  mpg: '[data-testid="mpg-value"]',
  engine: '[data-testid="engine-value"]',
});

console.log(data);
await spider.close();
ready to run · spider-browser · TypeScript
Fetch API

One endpoint for kbb.com.

Structured JSON from kbb.com with a single POST. AI-resolved selectors, cached on the first call.

POST /fetch/kbb.com/
Vehicle nameFair purchase priceMSRPExpert rating5-year cost to ownMPG city/highway
cURL
curl -X POST https://api.spider.cloud/fetch/kbb.com/ \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"return_format": "json"}'
Python
import requests

resp = requests.post(
    "https://api.spider.cloud/fetch/kbb.com/",
    headers={
        "Authorization": "Bearer YOUR_API_KEY",
        "Content-Type": "application/json",
    },
    json={"return_format": "json"},
)
print(resp.json())
Node.js
const resp = await fetch("https://api.spider.cloud/fetch/kbb.com/", {
  method: "POST",
  headers: {
    "Authorization": "Bearer YOUR_API_KEY",
    "Content-Type": "application/json",
  },
  body: JSON.stringify({ return_format: "json" }),
});
const data = await resp.json();
console.log(data);
Extraction

Fields you can pull.

Vehicle nameFair purchase priceMSRPExpert rating5-year cost to ownMPG city/highwayBody styleEngine
Listings

Vehicle inventory

Extract make, model, year, price, and mileage from kbb.com listings.

Rendering

Dynamic search

Handle interactive search filters, map views, and lazy-loaded inventory pages.

Scale

Market coverage

Process thousands of vehicle listings across dealers and private sellers.

Related

More Automotive scrapers.

Start

Start scraping kbb.com.

Grab an API key and call the endpoint above. The first request resolves the config; every request after hits cache.