Google Scholar Science Scraper

Extract academic papers, citation counts, author profiles, and related articles from Google Scholar search results. Built on spider-browser .

Get started Docs

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

Quick start

Extract data in minutes.

google-scholar-science-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://scholar.google.com/scholar?q=attention+is+all+you+need");
await page.content(10000);

const data = await page.evaluate(`(() => {
  const papers = [];
  document.querySelectorAll(".gs_r.gs_or.gs_scl").forEach(el => {
    const title = el.querySelector(".gs_rt a")?.textContent?.trim();
    const authors = el.querySelector(".gs_a")?.textContent?.trim();
    const snippet = el.querySelector(".gs_rs")?.textContent?.trim();
    const citations = el.querySelector(".gs_fl a:nth-child(3)")?.textContent?.trim();
    const link = el.querySelector(".gs_rt a")?.getAttribute("href");
    if (title) papers.push({ title, authors, snippet: snippet?.slice(0, 200), citations, link });
  });
  return JSON.stringify({ total: papers.length, papers: papers.slice(0, 10) });
})()`);

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

ready to run · spider-browser · TypeScript

Fetch API

One endpoint for scholar.google.com.

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

POST /fetch/scholar.google.com/

Paper titleAuthorsSnippetCitation countYearSource

Try it Fetch docs

cURL

curl -X POST https://api.spider.cloud/fetch/scholar.google.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/scholar.google.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/scholar.google.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.

Paper titleAuthorsSnippetCitation countYearSourcePDF linkRelated articles

Content

Paper extraction

Extract abstracts, citations, author data, and metadata from scholar.google.com.

Parsing

Academic parsing

Clean extraction of LaTeX, references, and structured research data.

Scale

Bulk research

Process thousands of papers and citations for systematic reviews.

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Extract researcher profiles, publication lists, citation metrics, and project data from ResearchGate academic network.

Start

Start scraping scholar.google.com.

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

Get started free All scrapers