About Chimera

The AI-First Edge SDK that makes your website discoverable by AI search engines.

⚠️The AI Bounce Problem

AI agents like ChatGPT, Perplexity, Claude, and Gemini have zero tolerance for errors. When they request a URL that doesn't exist, they don't try again — they immediately abandon your site and move to a competitor.

This "AI Bounce" costs businesses real traffic. As AI search grows, websites that aren't optimized for AI agents will become invisible.

💡Our Solution

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Fuzzy URL Routing

5 algorithms catch hallucinated URLs and redirect to the semantically closest valid page.

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Content Analysis

Information gain scoring, inverted pyramid detection, and AI scannability metrics.

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Auto Schema

JSON-LD generation with E-E-A-T signals for Products, Articles, FAQs, and more.

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Citation Monitoring

Track earned media mentions and build authority that AI engines trust.

🎃Built with Kiro for Kiroween

Chimera was built using Kiro's full feature set:

Spec-Driven Development110 tasks, 36 correctness properties
Agent Hooks6 hooks for security, testing, and GEO
Steering Documents6 files guiding code generation
MCP Server12 tools for GEO analysis
Property-Based Testing512 tests with fast-check
Vibe CodingIterative development in chat

🧟Frankenstein Category

Chimera stitches together 8 disparate technologies into one powerful SDK:

Fuzzy String MatchingInformation TheoryGraph TheoryNLPSchema.orgProperty-Based TestingMCP ProtocolEvent-Driven Architecture
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