AI Visibility Gap Identified

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

roblox.com

Grade F

proprietary

plodopitomnik-sad.ru

Grade A+

express

Assessment: AI Visibility Gap

roblox.com has an ACRI score of 12, compared to plodopitomnik-sad.ru with ACRI 90 — a 78-point gap that may affect AI citation rates.

Risk Factor: 10106x Token Bloat + JS Rendering Gap

📊 Evidence Dashboard

Evidence Score

80/100

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

Retrieval Mismatch

100%

3/3 queries returned a competitor instead

Hallucination Rate

50%

4/8 fields extracted correctly

Token Bloat

10106x

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 Roblox?	entity	plodopitomnik-sad.ru	90	⚠ Mismatch
What features does Roblox offer?	product	plodopitomnik-sad.ru	90	⚠ Mismatch
best online platform for enterprise	comparison	plodopitomnik-sad.ru	90	⚠ Mismatch

🔧 Remediation Checklist for roblox.com

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

1

Reduce 10106x token bloat to under 3x

Your page sends 10106 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": "roblox.com",
  "url": "https://roblox.com",
  "description": "..."
}
</script>

3

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

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