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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Headless CMS ยท VERIFIED GEO BENCHMARK

Sanity vs Contentful: Composable CMS AI Search Citation Share Audit

Head-to-head AI Search (GEO/AEO) audit: Sanity (37.2% cSoV, Score 90/100) vs Contentful (25.9% cSoV, Score 77/100) across Perplexity, ChatGPT Search, and Gemini.

Head-to-Head Citation Synthesis: Sanity vs Contentful

In our 25-prompt Headless CMS citation benchmark, Sanity (sanity.io) outperforms Contentful (contentful.com) by +11.3% Citation Share-of-Voice (37.2% vs 25.9%). Sanity'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
Sanity (sanity.io)
37.2% cSoV
Composite GEO Score: 90/100 ยท /llms.txt: Verified
CHALLENGER
Contentful (contentful.com)
25.9% cSoV
Composite GEO Score: 77/100 ยท /llms.txt: Missing

Buyer Prompt Rank Breakdown

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

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Compare your cSoV against Sanity 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.

Loading live modelcontextprotocol/servers + jina-ai/reader deterministic readout...

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

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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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