If you run a Selenium script on a page with reCAPTCHA v3, your score will almost always be below 0.3. Most website owners set a threshold of 0.5 or higher to deny bots. The Only Viable Approaches (With Serious Caveats) If you absolutely need to automate past reCAPTCHA v3, you have three realistic options. None are easy or guaranteed. 1. Use Browser Automation APIs (Not Selenium) Tools like Playwright or Puppeteer-extra with stealth plugins have a slightly better track record than Selenium. They offer lower-level control over the browser and can mimic real user profiles more effectively.
Introduction For years, web scraping and automation engineers have seen Google’s reCAPTCHA as the final boss. With the introduction of reCAPTCHA v3 , Google changed the game. Unlike v2, which presents a "click the traffic lights" challenge, v3 works invisibly in the background, assigning a risk score (from 0.0 to 1.0) to every user action. recaptcha v3 bypass selenium
// Example with puppeteer-extra and stealth plugin const puppeteer = require('puppeteer-extra'); const StealthPlugin = require('puppeteer-extra-plugin-stealth'); puppeteer.use(StealthPlugin()); (async () => const browser = await puppeteer.launch( headless: false ); const page = await browser.newPage(); await page.goto('https://example.com'); // Even this is not a guarantee against v3 )(); If you run a Selenium script on a