Retrieval Readiness Audit for Modern AI Search
Find out exactly how ChatGPT, Perplexity, Claude, and Google AI Overviews crawl, understand, and cite your company. We evaluate your web architecture, semantic entity graphs, and synthetic citation share to eliminate blind spots.
1. Autonomous Crawl Latency & Edge Performance
We analyze server response times (TTFB) against the strict latency budgets of GPTBot, PerplexityBot, and Googlebot. We identify dropped crawls, blocking JavaScript, and caching bottlenecks.
2. Semantic Entity Graph & Schema Integrity
We audit your Schema.org JSON-LD definitions. We evaluate entity disambiguation for your Organization, Founder, Services, and canonical URIs to prevent model hallucinations.
3. Multi-Model Citation Share & Sentiment
We run automated synthetic queries across ChatGPT Search, Perplexity, Claude, and Google AI Overviews to benchmark brand citation frequency and positioning against competitors.
4. Machine-Readable Feeds & LLMs.txt Compliance
We review your endpoint specifications for autonomous agents, checking token ingestion efficiency, content chunking, and retrieval-augmented generation readiness.
Request Your Technical Retrieval Readiness Audit
Submit your primary website domain and corporate contact. Our systems engineering team will review your digital presence and schedule a 30-minute findings session.