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Automotive
Verified

Edmunds Scraper

Scrape Edmunds vehicle reviews, True Market Value pricing, dealer inventory, and long-term road test data. Built on spider-browser .

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

Extract data in minutes.

edmunds-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.edmunds.com/toyota/camry/2024/review/");

const data = await page.extractFields({
  title: "h1.d-inline",
  rating: '[data-testid="editorial-rating"] .heading-3',
  verdict: '[data-testid="editorial-verdict"]',
  pros: '[data-testid="pros-list"]',
  cons: '[data-testid="cons-list"]',
  image: { selector: ".vehicle-image img", attribute: "src" },
});

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

One endpoint for edmunds.com.

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

POST /fetch/edmunds.com/
Vehicle nameTMV priceInvoice priceMSRPEdmunds ratingConsumer rating
cURL
curl -X POST https://api.spider.cloud/fetch/edmunds.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/edmunds.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/edmunds.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 nameTMV priceInvoice priceMSRPEdmunds ratingConsumer ratingProsCons
Listings

Vehicle inventory

Extract make, model, year, price, and mileage from edmunds.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 edmunds.com.

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