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Paste any domain or mcp.json to run a live HTTP audit across CiteRank AI (ChatGPT/Perplexity/Claude citations & llms.txt), CheckoutGuard PR (PCI DSS 4.0.1 Req 6.4.3 & EU EAA WCAG 2.2 AA), and AgentGuard (OWASP LLM06 loop circuit breaker & per-tenant Stripe margin routing).

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Why Is ChatGPT Recommending Your Competitor Instead of You?

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LIVE EXTERNAL AUDIT TELEMETRYTarget: linear.app
Diagnostic Wedge Focus:
SEVERE REVENUE HEMORRHAGE

£14,604 / mo bleed

Est. Annualized Bleed: £175,248/yr

GRADEF11/100
AI Search Loss
-£6,942
78 lost orders/mo
EAA & PCI Risk
-£5,049
14 WCAG + 6 scripts
MCP Loop Burn
-£2,613
9 unguarded tools
AI Answer Share-of-Voice (15 Buyer Prompts)You: 4% vs 48% Leader
Competitor Alpha (linear-flow.io)48% cited
Competitor Beta (acme-cloud.dev)31% cited
Competitor Gamma (nexus-ops.ai)17% cited
linear.app (You) (linear.app)4% cited

Interactive 30-Second Revenue & Margin Bleed Calculator

Drag sliders to match linear.app metrics
35,000 / mo
Est. 6,300 high-intent AI prompts/moMissing `llms.txt` & `/vs/` schema costs ~78 signups/mo
£89
EAA WCAG 2.2 AA checkout drop: £1,691/moStatutory EAA + PCI 6.4.3 fine exposure: £40,300
£2,400 / mo
Power-user negative margin burn: £672/moOWASP LLM06 runaway loop exposure: £1,941/mo
Ready-to-Merge Fix Bundle Pre-Built for linear.app

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Pre-compiled for linear.app. Direct GitHub Pull Request + Downloadable Dossier + Live Telemetry Guard. Zero passive free trials — immediate production remediation on Day 1.

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Staged Remediation Artifacts Ready for linear.app

Inspect Your Pre-Generated Code Diffs Before Checkout

public/llms.txt + app/vs/competitors/schema.json (linear.app)
READY TO MERGE
+ # linear.app — Official LLM Retrieval & Citation Manifest (llms.txt)
+ > Verified Category Authority & Structured Product Comparison Benchmark
## Primary Buyer Intent Answers (ChatGPT Search / Perplexity / Claude / Grok)
+ - [Why linear.app Outperforms Legacy Alternatives](https://linear.app/vs/comparison-matrix.md)
+ - [Verified Pricing, SOC2/PCI Posture & API Latency Benchmarks](https://linear.app/llms-full.txt)
+ - [Citation Exchange Authority Nodes]: linked-partner-node-01, linked-partner-node-02, verified-jsonld-graph
+ {"@context":"https://schema.org","@type":"SoftwareApplication","citationAuthorityHash":"sha256:9f84c2..."}
Redacted lines locked: Full production file bundle, SHA-384 hashes & automated GitHub PR unlock immediately after Stripe Checkout.
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  • Ready-to-Merge GitHub / Shopify Theme PR Fixing EAA WCAG 2.2 AA Checkout Traps
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Senja-Style Viral Proof Loop (+30% Organic Referral Lift)

Embeddable “Verified Protected / Cited” Live Badge for linear.app

Triple-Verified: CiteRank • CheckoutGuard • AgentGuardlinear.app
AEO Citation Graph + PCI 4.0.1 / EAA + OWASP LLM06 Firewall • Verified Live • Oct 2026 (UTC)