GEO Citability & AI Crawler Auditor
Evaluates passage citability, audits 2026 AI search crawler access in robots.txt, and verifies Schema.org entity disambiguation for generative search engine extraction.
What This Metric Means for Your Site
AI search engines (like ChatGPT Search, Google AI Overviews, and Perplexity) look for concise, direct answer passages to quote as authoritative sources with clickable links.
How to Improve Your Score (Actionable Fixes)
- Explicitly allow 'OAI-SearchBot', 'Claude-SearchBot', and 'PerplexityBot' in robots.txt.
- Format key factual definitions into 134-167 word blocks in the opening 40 words of each section.
- Add authoritative 'sameAs' entity links in JSON-LD pointing to Wikidata and Wikipedia.
- Deploy a structured /llms.txt file at your domain root with markdown links to core factual claims.
Deep-Dive Editorial Guides
Empirical benchmarks and implementationWhy Mobile Core Web Vitals Fail While Desktop Passes: 3 Silent Fixes for LCP, DOM Bloat, and INP
Discover why websites pass Core Web Vitals on desktop but fail on mobile. Fix the 3 silent architectural bottlenecks: lazy-loaded LCP images, DOM bloat, and INP hydration locks.
Does llms.txt Actually Matter? An Evidence-Based Test
We deployed llms.txt endpoints across 10 production domains and tracked verified AI search crawler requests over 90 days. Here is what our server logs actually showed.
Website Autopsy #001: A Full Mobile Performance Teardown
Target: High-Growth SaaS Landing Page (Next.js / Tailwind) (March 2026)
Schema Validator
Inspect Schema.org JSON-LD structured data and entity markup.
VitalsSniper PRO In-Tab Forensics
Isolate exact DOM elements, generate white label PDF audit summaries, and export outreach lead lists in 50ms from any live Chromium tab.