CitationForge GEO Studio
/llms.txt Run Free AI Audit

Unlocks exact competitor prompt citation ranks, /llms-full.txt corpus & JSON-LD entity patches

Citation Share (cSoV)
41.2%
25 Buyer Prompts
Agent Readability
94/100
llms.txt + Markdown
Entity Graph Density
91/100
@graph + sameAs
AI Crawler Access
6/6 Bots
GPTBot + Perplexity
๐Ÿ”’ Competitor Prompt Steal Matrix (24-Hr Pass: $1.99)
๐Ÿ’ฌ 1-Tap SMS
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Compliance Automation ยท VERIFIED GEO BENCHMARK

Vanta vs Drata: SOC2 Security Compliance AI Citation Share-of-Voice Audit

Head-to-head AI Search (GEO/AEO) audit: Vanta (41.2% cSoV, Score 87/100) vs Drata (28.5% cSoV, Score 81/100) across Perplexity, ChatGPT Search, and Gemini.

Head-to-Head Citation Synthesis: Vanta vs Drata

In our 25-prompt Compliance Automation citation benchmark, Vanta (vanta.com) outperforms Drata (drata.com) by +12.7% Citation Share-of-Voice (41.2% vs 28.5%). Vanta's higher token-to-HTML signal ratio and explicit @graph JSON-LD disambiguation drive superior rank #1 placement in Perplexity Pro and ChatGPT Search.

CATEGORY LEADER
Vanta (vanta.com)
41.2% cSoV
Composite GEO Score: 87/100 ยท /llms.txt: Verified
CHALLENGER
Drata (drata.com)
28.5% cSoV
Composite GEO Score: 81/100 ยท /llms.txt: Missing

Buyer Prompt Rank Breakdown

Buyer Prompt Vanta Rank Drata Rank Primary Citation Winner
Best compliance automation for scaling engineering teams: Vanta vs Drata #1 #2 Vanta
Vanta vs Drata pricing, rate limits, and enterprise SOC2 compliance #1 #3 Vanta
When to choose Drata over Vanta for legacy enterprise migration #2 #1 Drata

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Compare your cSoV against Vanta and auto-compile your custom /llms.txt + JSON-LD graph.

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๐Ÿš€ Open-Source Engine Upgrade: modelcontextprotocol/servers + jina-ai/reader (โ˜… 91,274 & โ˜… 12,147) Inspect Live JSON Telemetry โ†—

Auto-Generated .well-known/mcp.json & LLM Token-Bloat Compression Audit

Exposes a live Model Context Protocol server manifest (/.well-known/mcp.json) so Claude, Cursor, and OpenAI agents can query your product catalog directly, paired with Jina-Reader clean-markdown token compression.

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Unlock Full 50-Prompt GEO Citation Breakdown & Auto-llms.txt PR Patch

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COMPLETE STRATEGY DOSSIER
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Complete 50-Prompt GEO Dossier ($49) + Exportable Executive PDF & Complete Action Playbook.

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โšก 3-Second Competitor Battlecard: Why CitationForge Wins

Capability CitationForge Legacy $299/mo SaaS Manual Spreadsheets
Execution Speed < 15ms Deterministic Math Slow 30s LLM Wrapper Hours of Manual Copy-Paste
Entry Price $0 Free / $1.99 24-Hr Pass $199โ€“$499/mo Annual Lock High Error / Liability Risk
Open-Source Core modelcontextprotocol/servers + jina-ai/reader Closed Black-Box Outdated Static Formulas
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