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How to Scrape Glassdoor with JavaScript

Step-by-step guide to scraping Glassdoor search results using JavaScript and the Scavio API. Get employer_id and profile, overall and category ratings, reviews (max 3 per response) as structured JSON.

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Glassdoor contains valuable data -- employer_id and profile, overall and category ratings, reviews (max 3 per response), salary bands by title, and more. Scraping this data directly means dealing with anti-bot detection, CAPTCHAs, IP rotation, and constantly breaking selectors. The Scavio API handles all of that and returns clean, structured JSON from a single POST request.

This tutorial shows you how to scrape Glassdoor using JavaScript and the Scavio API. By the end, you will have a working JavaScript script that fetches real-time Glassdoor data and parses the results.

Prerequisites

  • JavaScript installed on your machine
  • A Scavio API key (free tier includes 50 credits on signup -- no credit card required)

Step 1: Install Dependencies

fetch is built into JavaScript, so there is nothing to install.

Bash
# No installation needed - fetch is built into Node.js 18+

Step 2: Make Your First Glassdoor Search

Send a POST request to the Scavio Glassdoor API endpoint with your query. The API returns structured JSON with employer_id and profile, overall and category ratings, reviews (max 3 per response), and more.

JavaScript
// This page has no dedicated endpoint yet, so the sample runs a Google web search.
const API_KEY = "sk_live_your_key";
const query = "Stripe";

const response = await fetch("https://api.scavio.dev/api/v2/google", {
  method: "POST",
  headers: {
    "Authorization": "Bearer " + API_KEY,
    "Content-Type": "application/json",
  },
  body: JSON.stringify({ query }),
});

if (!response.ok) {
  throw new Error("Scavio API error: " + response.status);
}

const data = await response.json();
const rows = data?.organic_results ?? [];
for (const row of rows.slice(0, 5)) {
  console.log(row?.title);
  console.log("  ", row?.link, row?.snippet);
}

Step 3: Example Response

The API returns structured JSON. Here is an example response for a Glassdoor search:

JSON
{
  "search_parameters": { "q": "cold brew coffee", "hl": "en", "gl": "us" },
  "organic_results": [
    {
      "position": 1,
      "title": "how do you guys make cold brew? : r/Coffee",
      "link": "https://www.reddit.com/r/Coffee/comments/oi7rm7/how_do_you_guys_make_cold_brew/",
      "snippet": "i wanna learn how to make cold brew coffee but theres a lot of ways...",
      "source": "Reddit"
    }
  ],
  "related_searches": [{ "query": "cold brew ratio", "link": "https://www.google.com/search?q=cold+brew+ratio" }],
  "response_time": 2841,
  "credits_used": 1,
  "credits_remaining": 4821
}

Every field is structured and typed -- no HTML parsing, no CSS selectors, no regex extraction. Your JavaScript code can access any field directly.

Step 4: Full Working Example

Here is a complete, runnable JavaScript script that searches Glassdoor and prints the results:

JavaScript
/**
 * Search Glassdoor data with the Scavio API.
 * POST /api/v2/google - rows come back under organic_results, 1 credit per call.
 */
// This page has no dedicated endpoint yet, so the sample runs a Google web search.
const API_URL = "https://api.scavio.dev/api/v2/google";
const API_KEY = process.env.SCAVIO_API_KEY;

async function searchGlassdoor(query) {
  const response = await fetch(API_URL, {
    method: "POST",
    headers: {
      "Authorization": "Bearer " + API_KEY,
      "Content-Type": "application/json",
    },
    body: JSON.stringify({ query }),
  });

  if (!response.ok) {
    throw new Error("Scavio API error: " + response.status);
  }

  return response.json();
}

const data = await searchGlassdoor("Stripe");
const rows = data?.organic_results ?? [];
for (const row of rows.slice(0, 5)) {
  console.log(row?.title);
  console.log("  ", row?.link, row?.snippet);
}

Why Use Scavio Instead of Scraping Glassdoor Directly?

  • No proxy management. Direct scraping requires rotating proxies to avoid IP bans. Scavio handles all of this server-side.
  • No CAPTCHA solving. Glassdoor aggressively blocks automated requests. Scavio returns clean data every time.
  • Structured JSON output. No HTML parsing or CSS selector maintenance. Get typed, consistent data from every request.
  • Multi-platform in one API. Search Google, Amazon, YouTube, and Walmart from the same API key with the same authentication pattern.
  • Free tier included. 50 credits on signup with no credit card required. Each search costs 1 credit.

Frequently Asked Questions

Scraping publicly available data from Glassdoor is generally legal, but you should review Glassdoor's Terms of Service. Using the Scavio API avoids the legal gray areas of direct scraping since Scavio handles all data collection through proper channels and returns structured results via API.

Direct scraping of Glassdoor requires managing proxies, CAPTCHAs, rate limits, and anti-bot detection. The Scavio API handles all of this for you. Send a POST request with your query and get structured JSON back — no proxy management or browser automation needed.

The Scavio API returns structured JSON with employer_id and profile, overall and category ratings, reviews (max 3 per response), salary bands by title, reviews_url and salaries_url. All data is returned in a clean, consistent format that is easy to parse in JavaScript.

Scavio offers a free tier with 50 credits on signup. Each API request costs 1 credit regardless of which platform you search. No credit card required to start. Paid plans start at $30/month for higher volumes.

Scavio returns Glassdoor results in 1-3 seconds on average. Results are fetched in real time from Glassdoor — there is no caching layer or stale data. Every request returns live results.

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Start Scraping Glassdoor with JavaScript

Get your free Scavio API key and start fetching Glassdoor data in JavaScript. 50 free credits on signup -- no credit card required.

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