Chimera catches hallucinated URLs from ChatGPT, Perplexity, Claude, and Gemini — redirecting them to the right page before they bounce.
A complete toolkit for making your website AI-agent friendly
5 algorithms (Levenshtein, Jaro-Winkler, N-Gram, Soundex, Cosine) catch hallucinated URLs and redirect to the semantically closest page.
Information gain scoring, inverted pyramid detection, and fluff analysis ensure your content is optimized for AI extraction.
Automatically generates JSON-LD with E-E-A-T signals. Detects Products, Articles, FAQs, Organizations, and People.
Track earned vs owned media mentions. Build a reputation graph that AI search engines use for authority scoring.
Detect stale content that AI engines penalize. Get refresh priority recommendations based on content velocity.
Tailored recommendations for Claude, GPT, Perplexity, and Gemini based on each engine's unique biases.
See how Chimera catches a hallucinated URL and finds the best match using 5 algorithms
Each algorithm contributes to the final confidence score:
Above 60% threshold → Redirect approved
Click any "wrong" URL below. Chimera will catch it and redirect you to the correct page.
💡 Open DevTools → Network tab → Watch for X-Chimera-* headers
Stitched together from 5 algorithms, brought to life by edge computing
ChatGPT guesses a URL like /products/iphone-15 that doesn't exist
Middleware catches the 404 and runs 5 fuzzy matching algorithms
Redirects to /shop/electronics/phones with 75% confidence
Spec-driven development meets AI-powered coding
EARS requirements, design docs, 36 correctness properties
Schema generator, content analyzer, freshness checker, GEO reporter
Tech stack, project structure, GEO conventions, testing patterns
Citation monitor, content analyzer, schema generator, freshness tools
# Chimera: AI-First Edge # The Problem: AI Bounce AI agents have zero tolerance for errors: - They hallucinate URLs → 404 → abandon site - They can't parse unstructured content → skip to competitors # Our Solution ✓ Symbiote Router (Fuzzy URL Matching) ✓ Fact-Density Analyzer ✓ Schema Generator (JSON-LD + E-E-A-T) ✓ Citation Monitor (MCP-powered)
See your GEO Health Score and start catching those hallucinated URLs today.
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