All use cases
Use case

Ad Intelligence & Marketing Research

Monitor competitor ads and campaigns across every platform

The problem

Ad platforms actively block scrapers from their ad libraries and analytics pages. Tools that rely on datacenter proxies or headless Chrome get blocked at the authentication step. Even when access works, inconsistent fingerprints cause platforms to show degraded or bot-specific ad content rather than real campaigns.

How it works

  1. 1

    Access ad libraries as real users

    Create profiles that browse ad libraries from a genuine-looking residential IP in the target market. Facebook's Ad Library and Google Ads Transparency Center both see a real browser, not a bot.

  2. 2

    Extract ad creative and copy

    Use a Claude agent or Playwright script to navigate ad libraries, search by advertiser or keyword, and extract creative assets, ad copy, call-to-action text, and landing page URLs.

  3. 3

    Monitor landing pages

    Track competitor landing pages for copy changes, offer updates, and A/B test variants. Render pages fully with JavaScript to capture dynamic content.

  4. 4

    Build a competitive intelligence feed

    Store and diff extracted data over time. Get alerts when competitors launch new campaigns, change their messaging, or target new audiences.

Why it works well with Clawbrowser

Full ad rendering

Browser sessions render dynamic ad content, video thumbnails, and carousel creatives that API calls and raw HTML parsing miss.

Bypass ad platform bot detection

Residential proxies and realistic fingerprints let you access ad libraries consistently — no block pages or degraded content.

Multi-market coverage

Run parallel profiles in different countries to see market-specific campaigns, pricing strategies, and regional messaging differences.

Ready to start?

Give your agent a browser

Clawbrowser handles fingerprints, proxies, and session isolation. Your agent focuses on the task.

Get started free →

Works with Playwright, Puppeteer, Claude Code, and any CDP-compatible tool