Feature · AI Content Analysis
See exactly how LLMs read your content — and why they skip it.
AI Content Analysis shows you how ChatGPT, Claude, Gemini, Perplexity, Copilot, and AI Overviews interpret your pages. Get page-level AI readiness scores, content gap analysis, and trust signal audits — with specific fix recommendations.
SaaS Marketers & Growth Agencies
The Problem
Ranking on Google doesn't mean LLMs will cite you.
LLMs evaluate content differently than search engines. They look for structured factual claims, authoritative sourcing, topical completeness, and trust signals — not keyword density or backlink profiles.
You might rank #1 on Google and score 0 for AI readiness. Without a diagnostic tool, you're guessing what to change. AI Content Analysis removes the guesswork.
What you Get
Page-by-page diagnostics. Not vague suggestions.
AI readiness scores
Every page gets a score based on how LLMs evaluate its structure, claims, and authority. See which pages are citation-ready and which ones get skipped — with specific reasons.
Content gap analysis
LLMs expect certain topics covered in your category. See exactly which topics you're missing — the gaps preventing citation even when your content is otherwise strong.
Trust signal audit
Structured data, factual claims, sourcing quality, author authority — see what's building your AI credibility and what's eroding it.
Fix recommendations
Every issue comes with a specific action. Not "improve quality" — but "add structured comparison data" or "include a cited factual claim in this section."
Who is it for
SaaS Marketers
Understand why competitors get cited for "best [category] tools" and you don't.
Content-Led Companies
Audit thousands of pages for AI readiness at scale.
E-commerce Brands
Find out why LLMs recommend competitor products over yours.
Growth Agencies
Add AI content diagnostics to your client deliverables.
