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Automotive

Kelley Blue Book Scraper

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

Get Started Documentation
kbb.com target
99.5% success rate
~4ms latency
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.css-1balb8i",
  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

Structured data endpoint

Extract structured JSON from kbb.com with a single POST request. AI-configured selectors, cached for fast repeat calls.

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

Data you can extract

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 scraping kbb.com

Get your API key and start extracting data in minutes.