Live Diagnostic Scorecard

linear.app

1. CiteRank AI2. CheckoutGuard PR3. AgentGuard Firewall4. SignalStrike AI
LIVE EXTERNAL AUDIT TELEMETRYTarget: linear.app
Diagnostic Wedge Focus:
HIGH BLEED DETECTED

£1,623 / mo bleed

Est. Annualized Bleed: £19,476/yr

GRADED-34/100
AI Search Loss
-£6,942
78 lost orders/mo
EAA & PCI Risk
-£2,507
4 WCAG + 5 scripts
MCP Loop Burn
-£1,623
3 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: £890/moStatutory EAA + PCI 6.4.3 fine exposure: £19,400
£2,400 / mo
Power-user negative margin burn: £672/moOWASP LLM06 runaway loop exposure: £951/mo
Ready-to-Merge Fix Bundle Pre-Built for linear.app

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AgentGuard — OWASP LLM06 MCP Loop Breaker & Per-Tenant Stripe Margin Firewall

Unwrapped MCP Servers: 3 • Circuit Breaker Rule: >4 calls / 60s @ 85% similarity • Prevented Overnight Loop Burn: $2,853.28

Per-Tenant Stripe MRR vs AI Token COGS Table
Tenant IDStripe MRRAI COGSGross MarginRouted Model
cus_PowerTenant01$49.00$384.50-684.7% ($-335.50)claude-3-5-haiku
cus_HeavyAgency02$49.00$162.80-232.2% ($-113.80)gpt-4o-mini
cus_MidMarket03$99.00$64.2035.2% ($34.80)claude-3-5-haiku
cus_Standard04$99.00$18.4081.4% ($80.60)claude-3-7-sonnet
cus_Healthy05$149.00$24.1083.8% ($124.90)gpt-4o

Wrapped mcp.json with <1ms Loop Circuit Breaker

mcp.json

Preview Truncated — Unlock Full Artifact Below
{
  "mcpServers": {
    "postgres-prod": {
      "command": "npx",
      "args": [
        "-y",
        "agentguard",
 
  /* [LOCKED — Unlock full wrapped mcp.json & Margin Firewall (£24 / $29)] */
}

Instant CLI Wrapper & Scanner Command

terminal

npx agentguard scan --domain linear.app
npx agentguard wrap -- npx -y @modelcontextprotocol/server-postgres postgresql://localhost/mydb

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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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  • Full 15-Prompt AI Search Competitor Gap Matrix (ChatGPT, Perplexity, Claude, Grok)
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  • Auto-Generated `llms.txt` & `llms-full.txt` Tailored for LLM Retrieval
  • Fact-Checked `/vs/[competitor]` Markdown & FAQ/Product JSON-LD Schema PR
  • Instant Placement in 2-Sided Cross-Brand Citation & Backlink Exchange
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  • 1-Line `npx agentguard wrap` MCP Semantic Loop Kill-Switch (<1ms latency)
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  • Slack/Discord Destructive Tool-Call Approval Gate + Click-to-Cancel ROSCA Shield
  • Includes Complete Day-1 `llms.txt` + `/vs/` Citation Fix Bundle
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£119GBP • Day-1 All-In Bundle • Saves £240/mo vs separate tools
  • Ready-to-Merge GitHub / Shopify Theme PR Fixing EAA WCAG 2.2 AA Checkout Traps
  • PCI DSS v4.0.1 Req 6.4.3 & 11.6.1 Script Integrity CSP Manifest + Statutory EU Annex V PDF
  • Full CiteRank AI `llms.txt` + `/vs/` Comparison PR + Cross-Brand Citation Exchange
  • Full AgentGuard MCP Loop Firewall + Per-Tenant Stripe Margin Guard + Verified Badges
Wedge #4 • SignalStrike AI Outbound Engine (£79 / $99/mo)

“How did you generate this live diagnostic scorecard for linear.app?”

Turn any prospect list into live HTTP-verified diagnostic scorecards (/report/[domain]) with automated GitHub, X, and LinkedIn buyer-intent hooks. Activate a self-serve SignalStrike AI seat on the spot.

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

AgentGuard Runtime Protectedlinear.app
OWASP LLM06 MCP Circuit Breaker + Stripe Margin Guard • Verified Live • Oct 2026 (UTC)