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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Edge Network ยท VERIFIED GEO BENCHMARK

Cloudflare vs Fastly: Edge Compute & Workers AI Citation Share Audit

Head-to-head AI Search (GEO/AEO) audit: Cloudflare (44.9% cSoV, Score 96/100) vs Fastly (18.2% cSoV, Score 75/100) across Perplexity, ChatGPT Search, and Gemini.

Head-to-Head Citation Synthesis: Cloudflare vs Fastly

In our 25-prompt Edge Network citation benchmark, Cloudflare (cloudflare.com) outperforms Fastly (fastly.com) by +26.7% Citation Share-of-Voice (44.9% vs 18.2%). Cloudflare'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
Cloudflare (cloudflare.com)
44.9% cSoV
Composite GEO Score: 96/100 ยท /llms.txt: Verified
CHALLENGER
Fastly (fastly.com)
18.2% cSoV
Composite GEO Score: 75/100 ยท /llms.txt: Missing

Buyer Prompt Rank Breakdown

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

Run a Live 10-Second GEO Audit on Your Own Domain

Compare your cSoV against Cloudflare 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

โšก Instant 24-Hr Pass: $1.99
COMPLETE STRATEGY DOSSIER
$49

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

B2B PRO / COMMERCIAL TEAM
$99

B2B Agency Continuous Radar ($99/mo) + White-Label Client Exports, API Webhook Feed & Priority SLA.

Verified Ecosystem Tools & Clinical/Infra Partners (Sovrn //Commerce)

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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