Yelp Scraper

Extract business listings, ratings, reviews, and location data from Yelp. Built on spider-browser .

Get started Docs

target
yelp.com: success rate
99.9%: latency
~4ms

POST /fetch/yelp.com/

return_format

curl -X POST https://api.spider.cloud/fetch/yelp.com/ \
  -H "Authorization: Bearer $SPIDER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"return_format": "json"}'

200 OK · cache hit · response shape

{
  "url": "https://yelp.com/",
  "status": 200,
  "data": {
    "business_name": "string",
    "rating": "string",
    "review_count": "string",
    "address": "string",
    "phone": "string",
    "price_range": "string",
    "categories": "string",
    "hours": "string"
  }
}

# Yelp Scraper

**Business name**: string
**Rating**: string
**Review count**: string
**Address**: string
**Phone**: string
**Price range**: string
**Categories**: string
**Hours**: string

Quick start

Extract data in minutes.

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

yelp-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.yelp.com/search?find_desc=restaurants&find_loc=San+Francisco");
await page.content(10000);

const data = await page.evaluate(`(() => {
  const businesses = [];
  document.querySelectorAll("[data-testid='serp-ia-card']").forEach(el => {
    const name = el.querySelector("a[data-testid='biz-name']")?.textContent?.trim();
    const rating = el.querySelector("[aria-label*='star rating']")?.getAttribute("aria-label");
    const reviews = el.querySelector("[data-font-weight='semibold']")?.textContent?.trim();
    const categories = el.querySelector("[class*='priceCategory']")?.textContent?.trim();
    if (name) businesses.push({ name, rating, reviews, categories });
  });
  return JSON.stringify({ total: businesses.length, businesses: businesses.slice(0, 10) });
})()`);

console.log(JSON.parse(data));
await spider.close();

curl -X POST https://api.spider.cloud/fetch/yelp.com/ \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"return_format": "json"}'

import requests

resp = requests.post(
    "https://api.spider.cloud/fetch/yelp.com/",
    headers={
        "Authorization": "Bearer YOUR_API_KEY",
        "Content-Type": "application/json",
    },
    json={"return_format": "json"},
)
print(resp.json())

const resp = await fetch("https://api.spider.cloud/fetch/yelp.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);