daum.net vs safely.co.jp — AI Visibility Gap

Query	Type	Top Retrieved	ACRI	Result
What is Daum?	entity	daum.net	3	✓ Match
What features does Daum offer?	product	safely.co.jp	90	⚠ Mismatch
best online platform for enterprise	comparison	safely.co.jp	90	⚠ Mismatch

🔧 Remediation Checklist for daum.net

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

1

Reduce 1881x token bloat to under 3x

Your page sends 1881 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 0 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": "daum.net",
  "url": "https://daum.net",
  "description": "..."
}
</script>

3

Fix 50% rendering gap (JS-only content)

Content that only appears after JavaScript execution is invisible to most AI crawlers. Implement SSR or prerendering for critical content sections.

Impact: high
```
// Next.js: Switch from client-side to SSR
// Replace: export default function Page() { ... }
// With:
export async function getServerSideProps() {
  return { props: { data: await fetchData() } }
}
```
4

Unblock GPTBot, ClaudeBot in robots.txt

These AI crawlers are currently blocked from reading your content. Domains that allow these bots tend to see higher AI extractability scores.

Impact: critical
```
# Add to robots.txt:
User-agent: GPTBot
Allow: /

User-agent: ClaudeBot
Allow: /
```
5

Improve semantic HTML structure

Low information density. Use proper headings (H1-H3), ordered lists, definition lists, and table markup so AI can parse your content hierarchically.

Impact: medium

AI Visibility Gap Identified

Assessment: AI Visibility Gap

📊 Evidence Dashboard

Evidence Score

Retrieval Mismatch

Hallucination Rate

Token Bloat

🔍 Shadow RAG Probe Results

🔧 Remediation Checklist for daum.net

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