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Public bot-detection playgrounds
External pages built specifically to challenge bots. Useful complement to the vendor-specific tests — run your automation stack against these and compare signals.
Purpose-built test pages
Cloudflare-specific (beyond Turnstile)
Caveats
- Production sites = real users. One request per check. No scraping.
- External pages are not under our control — content / verdict logic can change without notice.
- Layered defenses are common (e.g., Cloudflare + DataDome). Confirm the active vendor via cookies / headers / script URL before attributing detections.