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.
Be 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
1
Site
250
Pages
100+
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