AI Visibility Gap Identified

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

4

vk.ru

Grade F

proprietary

VS

89

plodopitomnik-sad.by

Grade A

express

Assessment: AI Visibility Gap

vk.ru has an ACRI score of 4, compared to plodopitomnik-sad.by with ACRI 89 — a 85-point gap that may affect AI citation rates.

Risk Factor: 384x Token Bloat + JS Rendering Gap

📊 Evidence Dashboard

Evidence Score

85/100

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

Retrieval Mismatch

100%

3/3 queries returned a competitor instead

Hallucination Rate

75%

2/8 fields extracted correctly

Token Bloat

384x

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 VK.com?	entity	plodopitomnik-sad.by	89	⚠ Mismatch
What features does VK.com offer?	product	plodopitomnik-sad.by	89	⚠ Mismatch
best social media for enterprise	comparison	plodopitomnik-sad.by	89	⚠ Mismatch

🔧 Remediation Checklist for vk.ru

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

1

Reduce 384x token bloat to under 3x

Your page sends 384 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">

```
2

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": "vk.ru",
  "url": "https://vk.ru",
  "description": "..."
}
</script>
```
3

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: /
```
4

Add descriptive meta description

No meta description found. AI extractors use this as a primary signal for page summary. Without it, the model must derive context from noisy body HTML.

Impact: medium
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

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