Grade your site the way a language model reads it.
Before an engine can cite you, it has to be able to read you. EchoRanked scans your site for the structural signals AI crawlers depend on — and returns pass, warn or fail with the evidence, not a vibe.
Start with EchoRanked today — free to try, no credit card.
Start free trial7 days free · 2 full scans across 3 AI engines · 10 tracked prompts
How we measure it- AI visibility
- Prompt tracking
- Content Agent
- Readiness
- Campaigns
- Analytics
The checks
Six signals, each with its evidence.
Every check returns pass, warn or fail — and shows you exactly what produced the verdict.
llms.txt
Is your llms.txt present and valid? If it's missing or malformed, that's a check you'll fail — and one EchoRanked shows you exactly how to fix.
Structured data
JSON-LD on the pages that matter, so an engine can parse who you are, what you sell, and what it costs without guessing.
AI-crawler access
Does robots.txt actually let GPTBot, ClaudeBot and PerplexityBot in? A crawler you've blocked can't read you, and can't cite you.
Answer-first structure
Content shaped so the answer arrives first — the format AI engines lift into their responses, rather than burying it below the fold.
Machine-readable pricing
Prices as text an engine can extract, not trapped inside an image — because “how much does it cost” is a question buyers ask AI directly.
JavaScript visibility
Flags content that only appears after JavaScript runs — invisible to crawlers that don't execute it, and therefore invisible in the answer.
The scorecard
A grade for the whole site, not one lucky page.
Readiness rolls up into a single grade and is watched page by page across your sitemap, so a regression on one template can't quietly spread. Every verdict keeps the evidence that produced it.
3 of 6 checks passing
Two failing checks feed your actions board — llms.txt and machine-readable pricing — each with the change that clears it.
Sitemap monitor
checks passing
- 6/6
/blog/geo-guide
fully readable
- 5/6
/docs
hero needs JS to render
- 4/6
/crm-for-startups
no Product JSON-LD
- 2/6
/pricing
prices trapped in an image
watched over time, joined to Search Console demand — so you fix the pages that matter first
Sitemap monitoring
Readiness, watched across your whole site.
One page passing isn't the goal — the whole sitemap staying readable is.
Page by page
Monitor the pages in your sitemap for the structural signals above, so a regression on one template doesn't quietly spread across the site.
Core Web Vitals
Track loading and interaction health alongside readiness — a page an engine can read but a human can't use isn't winning anything.
Demand from Search Console
Join your pages to the queries already driving impressions, so you fix the pages with real demand behind them first.
Why it’s different
An SEO audit reads for Google. This reads for the model.
Classic audits grade you for a page of blue links. LLM readiness grades the structural signals that decide whether a language model can read, trust, and quote you — with the evidence behind every verdict.
Reads for
A generic SEO audit: Googlebot and ten blue linksEchoRanked LLM readiness: How a language model parses youThe verdict
A generic SEO audit: A score out of 100EchoRanked LLM readiness: Pass / warn / fail, with the evidenceSignals
A generic SEO audit: Titles, meta tags, backlinksEchoRanked LLM readiness: llms.txt, JSON-LD, AI-crawler accessPricing
A generic SEO audit: IgnoredEchoRanked LLM readiness: Flagged if it’s trapped in an imageThe output
A generic SEO audit: A PDF of adviceEchoRanked LLM readiness: The exact fix for each failing check
Questions
Questions, answered straight.
What does the readiness scan actually check?
Six structural signals a language model relies on: llms.txt validity, JSON-LD structured data, robots.txt access for AI crawlers, answer-first content structure, machine-readable pricing, and JavaScript-only invisibility. Each returns pass, warn or fail with the evidence that produced the verdict.
Do the failures turn into fixes?
Yes. Failing checks feed your actions board as prioritized cards, each carrying the evidence that produced the verdict and the specific change that clears it.
What does the sitemap monitor watch?
The pages in your sitemap, tracked for readiness over time, alongside Core Web Vitals and the search demand each page has in Google Search Console — so you know both what's broken and what's worth fixing first.
Is this a per-page AI citation score?
No. It grades the structural signals that decide whether an engine can read and trust your pages, with evidence for every verdict — not a single black-box citation number. Whether you're actually cited is measured separately, in visibility tracking, with confidence bands.
Get started
See how a language model reads your site.
Start a free trial for your readiness grade — every check with its evidence, and the fixes that clear it.
every number ships with its confidence band and measurement surface