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Automotive

Toyota Scraper

Extract Toyota vehicle lineup, pricing tiers, feature comparisons, dealer inventory, and ToyotaCare warranty details. Powered by spider-browser .

Get Started Documentation
toyota.com target
99.5% success rate
~4ms latency
Quick Start

Extract data in minutes

toyota-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.toyota.com/camry");
await page.content(12000);

const data = await page.evaluate(`(() => {
  const trims = [];
  document.querySelectorAll("[class*='trim-card'], [class*='grade-card']").forEach(el => {
    const name = el.querySelector("[class*='trim-name'], h3")?.textContent?.trim();
    const price = el.querySelector("[class*='price'], [class*='msrp']")?.textContent?.trim();
    const mpg = el.querySelector("[class*='mpg']")?.textContent?.trim();
    const hp = el.querySelector("[class*='horsepower']")?.textContent?.trim();
    if (name) trims.push({ name, price, mpg, hp });
  });
  return JSON.stringify({ total: trims.length, trims: trims.slice(0, 10) });
})()`);

console.log(JSON.parse(data));
await spider.close();
✓ ready to run | spider-browser | TypeScript
Fetch API

Structured data endpoint

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

POST /fetch/toyota.com/
Model nameStarting MSRPTrim levelMPG combinedHorsepowerSafety features
curl
curl -X POST https://api.spider.cloud/fetch/toyota.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/toyota.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/toyota.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

Model nameStarting MSRPTrim levelMPG combinedHorsepowerSafety featuresColors availableWarranty
Listings

Vehicle inventory

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

Get your API key and start extracting data in minutes.