The Answer Is on the Page. The AI Cited Someone Else.
ChatGPT, Perplexity, and Google's AI Overviews answer your buyers' questions before they ever reach a link. ContentVitals checks whether your content is structured to be read, quoted, and cited by AI answer engines — and generates the fixes.
Structured data · llms.txt · Answer-shaped content · Ready-to-ship fixes
Preview of your AI readiness report
AI Answers Are Eating Your Clicks
Search is shifting from a list of links to a synthesized answer. If an AI engine can't cleanly read and quote your page, it cites a competitor instead — and the click never happens.
Zero-click answers replace the visit
When an AI Overview or chatbot answers the question inline, the searcher never clicks through. Your page can rank and still get no traffic — the citation went to whoever was easiest to quote.
Unstructured pages are hard for AI to quote
No structured data, no llms.txt, buried answers, JavaScript-rendered content — each one makes it harder for an AI engine to extract a clean, quotable fact from your page.
You can't see how AI reads your site
Classic SEO tools measure rankings, not AI-readability. There's no dashboard telling you which pages an answer engine can actually parse, cite, and trust — so the gap stays invisible.
Make Every Page Citable.
ContentVitals audits your content the way an AI engine reads it — structure, schema, and clarity — then hands you the fixes that make your pages the easy thing to cite.
Agentic Readiness Checks (Coming Soon)
Scans each page for the signals AI engines rely on — valid structured data, an llms.txt, clean markdown-extractable content, and canonical HTML — and flags exactly what's missing.
Schema That AI Engines Read (Coming Soon)
Structured data is how machines understand your content. The Schema Markup Agent generates valid JSON-LD for each page so answer engines and rich results have something concrete to cite.
Answer-Shaped Content, Guideline-Aware
The Content Review Agent reads each page against your guidelines and reshapes it toward clear, quotable answers — direct definitions, structured lists, and self-contained facts an engine can lift cleanly.
From Diagnosis to Fix in Seconds
Every report includes a ready-to-use coding prompt. Copy, paste, fix. No interpretation required.
Issue Detected
References "post-pandemic remote work trends" with 2023 statistics. Cites discontinued tools (Loom free plan, old Slack pricing). 3 broken outbound links detected.
Ready-to-Use Fix Prompt
Update this remote team management guide: replace 2023 workforce statistics with current data, remove references to discontinued Loom free tier, update Slack pricing to current plans, fix 3 broken outbound links (see report for URLs), and refresh the "tools we recommend" section. Keep the actionable, manager-friendly tone throughout.
Issue Detected
Missing Product and FAQ schema markup — eligible for rich snippets but not earning them. Comparison table lacks structured data for 4 products reviewed.
Ready-to-Use Fix Prompt
Add JSON-LD structured data to this CRM comparison guide: include Product schema for each of the 4 CRMs reviewed (name, description, price range, rating), add FAQ schema for the 6 questions in the FAQ section, and add BreadcrumbList schema. Ensure all schema validates against schema.org specs.
Or skip the copy-paste — fix it from inside your editor
Connect ContentVitals to Claude Code, Cursor, or any MCP client. Your coding agent pulls the audit, findings, and per-page fixes directly — then applies them. No dashboard round-trip.
Read the MCP docsBe the Source AI Engines Quote
AI search visibility is won the same way rich results are — with structure and clarity a machine can trust. ContentVitals finds the gaps and generates the fixes.
Readiness
Scored per page (coming soon)
JSON-LD
Generated for machines to parse (soon)
llms.txt
Guidance AI crawlers look for
Whole-site
Every page checked for AI-readability
New to AI-readable content? Read the agentic readiness guide, or run a schema markup audit to start with structured data.
Simple, Transparent Pricing
One plan. Everything included. No per-seat nonsense.
Free during closed beta — no credit card required
$49/mo at launch · locked in for beta users
∞
Sites
∞
Pages
125
Runs/mo
- Content Review Agent
- Exploratory Research Agent
- GSC integration (required)
- GA4 integration (optional)
- Bing Webmaster Tools (optional)
- Auto-generated guidelines (14 types)
- Per-run cost transparency
- Coding prompts for every recommendation
Coming soon
Stop Guessing. Start Monitoring.
Join the invite-only beta and let AI agents keep your content alive, accurate, and growing — while you focus on what matters.
No credit card required · Invite-only · GSC required · GA4 & Bing optional