AI Visibility Gap Identified

note.com ranks well in traditional search but shows low AI extractability. Here's the analysis — and practical steps to improve.

note.com

Grade F

nuxt

tool-off.com

Grade A+

wordpress

Assessment: AI Visibility Gap

note.com has an ACRI score of 23, compared to tool-off.com with ACRI 93 — a 70-point gap that may affect AI citation rates.

Risk Factor: 253x Token Bloat + JS Rendering Gap

📊 Evidence Dashboard

Evidence Score

72/100

Composite (retrieval 50% + hallucination 30% + bloat 10% + rank 10%)

Retrieval Mismatch

100%

3/3 queries returned a competitor instead

Hallucination Rate

38%

5/8 fields extracted correctly

Token Bloat

253x

HTML tokens per useful content token

🔍 Shadow RAG Probe Results

Each query was run against our FAISS-indexed corpus of 100,000+ domains. The table shows who the retrieval pipeline cited as the top answer.

Query	Type	Top Retrieved	ACRI	Result
What is note ――つくる、つながる、とどける。?	entity	tool-off.com	93	⚠ Mismatch
What features does note ――つくる、つながる、とどける。 offer?	product	tool-off.com	93	⚠ Mismatch
best technology solution for enterprise	comparison	tool-off.com	93	⚠ Mismatch

🔧 Remediation Checklist for note.com

Prioritized technical fixes to reclaim AI citation share. Total estimated effort: 1–3 engineering sprints.

1

Reduce 253x token bloat to under 3x

Your page sends 253 tokens of HTML for every token of useful content. AI crawlers waste context window on navigation, scripts, and boilerplate. Serve a clean semantic layer.

Impact: critical
```

<link rel="alternate" type="application/ld+json" href="/structured-data.json">

```

Add comprehensive JSON-LD structured data

Only 1 schema types detected. Add Organization, Product/Service, FAQ, and Breadcrumb schemas to give AI extractors ground truth.

Impact: high

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "note.com",
  "url": "https://note.com",
  "description": "..."
}
</script>

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