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Data from: · next AI Readiness scan: · AI Citation: Scanning... · ·
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AI Visibility Score iComposite of 8 layers (0–100). CXO: below 40 = competitors ahead in AI recommendations. Web: L1 is a binary gate — if 0, it blocks everything below. Content: improve answer-style pages to lift L4.
Brand AI Visibility iHow accurately AI assistants describe your company today (0–100). CXO: 0 = invisible or misrepresented in AI conversations. Content: fix by updating your About page, homepage, LinkedIn and press releases.
AI Citation Readiness iHow many monitored AI platforms have enough technical and content signals to use your site as a source. CXO: 0/6 = the site does not yet carry enough source signals for any monitored platform. Web: depends on declared crawler access, llms.txt presence and structured data. Refreshed monthly on Starter (AI Readiness refreshes every 14 days — a different schedule).
AI Citation Opportunity iDeterministic structural proxy: compares the lower of Technical SEO (L5) and On-page SEO (L6) with L7 citation readiness. It does not run live AI prompts or verify that an AI assistant has cited this site.
Top Issues iPrioritised fixable gaps. High-impact = resolving it adds the most score points. Web + Content: go to the Fixable Issues tab for step-by-step instructions per layer.
AI Perception iHow AI platforms classify your company — name, industry and territory detected from public web content. CXO: wrong industry = AI recommends competitors instead of you. Content: fix by updating your About page and homepage.
Score by layer
What's happening
Competitors
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AI Citation Readiness
AI Visibility

Two different questions about the same AI: does it know your company correctly (AI Accuracy, below), and is the site ready to be used as a source (AI Citation, here)? The second reads your site, not the platforms.

AI Citation
LLM Coverage Monitor (max 12 weeks) i
This series mixes two measurement methods — citation-readiness computed from your site, and Knowledge Diff results from querying the platforms. Points measured different ways are not comparable, in value or in direction. A dashed segment and diamond point mark the first value after each recorded method change.
Some points in this series do not record which measurement method produced them. We will not guess: values and line direction involving an unrecorded point are not safely comparable. Dashed segments and diamond points mark only changes between recorded method labels; two unrecorded points may still use different methods.
Baseline from the latest scan — the trend line forms once there is a second scan to compare against.
📡
Signal history is building
Per-platform score history will appear after the first scan completes.
AI platform snapshot — latest scan i
Coverage Score i
AI Visibility Score i
Platform Score Spread i
spread across platforms
Content Reach i
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LLM signals not yet available
Signal Monitor refreshes . Data will appear after the first snapshot.
AI Accuracy iPart of AI Visibility, next to AI Citation above — does AI know your company correctly? Includes the llms.txt file that helps correct it.
Fixable Issues iIssues ranked by score impact — fixing the top item gives the biggest VCL gain. CXO: check weekly if high-impact issues remain open. Web: start with Quick-win effort issues — same score gain, less work. Content: focus on issues tagged L4, L6, L8.
Competitor benchmark iScore benchmark against manually selected competitor domains. This is not a full competitor audit. CXO: negative delta = that benchmark domain leads your AI discoverability score. Click + to inspect layer-level differences where data is available.
Manual competitors

EU AI Act — Preliminary Exposure Assessment

History iHow Readiness, AI Visibility, Citation and LLM Coverage moved together over time — indexed to a common 0–100% scale so you can spot correlation at a glance.
Readiness → AI Visibility trend i
Baseline starts from a zero baseline week. Real trend will form with the next scans.
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No scan yet
Score trend will appear after the first scan completes.
Score by layer — trend iHow each of the 8 layers changed over time. Web: identify the layer that is deteriorating to prioritise your next fix. Content: watch L4 and L8 for content freshness drops.
Baseline starts from a zero baseline week. Real trend will form with the next scans.
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No scan yet
Layer trend will appear after the first scan completes.
Scan history
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Print-ready summary of all monitoring sections — score, layers, AI visibility, issues and competitors. Use Save as PDF in the print dialog.

Free WEB Block Fix runbook

One-page runbook covering the exact reason AI crawlers are blocked and the fix — only available when AI crawlers are currently blocked. No crawler-access fix is needed — .

Full inline diagnosis is already visible in Fixable Issues today.

Free AI Act runbook
FULL WEB Runbook
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