The same enterprise platform, transformed by a layered "Defense in Depth" stack. AI scrapers are intercepted, neutralised, or fed poisoned data before reaching any authentic asset.
Each layer independently defeats a different class of threat. Combined, they make AI scraping of this platform economically and technically unviable.
JA3/JA4 drops connections from Python/Node.js runtimes. Stops 60% of scrapers before any HTTP request is processed.
Cryptographic PoW + 5,000 biometric signals. Headless browsers fail the challenge within 300ms. Stops a further 30%.
Polymorphic DOM randomises class names each build. Honeypots fingerprint any bot traversing the DOM — routes to L4.
Confirmed scrapers receive synthetic pricing + hallucinated product data. Prompt injection in HTML corrupts their LLM pipelines.
All content is NLP-signed at publish time. Enables cryptographic legal proof if scraping for LLM training is detected.