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Linear vs. Jira: B2B Issue Tracker AI Search Visibility & Entity Graph Audit

Empirical comparison of Linear vs. Atlassian Jira across ChatGPT Search and Perplexity buyer-intent prompts for modern product management teams.

Verified Telemetry & Deliverable Benchmark Matrix

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Entity / Parameter Verified Readout Recommended Action Status
Linear (linear.app)33.8% cSoV (89/100)Verified Leader • Primary BenchmarkOPTIMAL (Rank #1)
Jira (atlassian.com)29.4% cSoV (74/100)Baseline Challenger • Secondary BenchmarkGAP DETECTED
Net Differential & Lift+4.4% High-Intent Startup Recommendation LeadDeploy Compiled /llms-full.txt & JSON-LD @graph BundleVERIFIED LIFT
Row #4 Deep-Dive Attribution MatrixLocked in PreviewReveal via Email or 99¢ Single-File PassLOCKED_PREVIEW
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CapabilityCitationForgeLegacy $299/mo SEO SuitesManual Prompt Checking
AI Search Citation Scoring✓ Weighted 25-Prompt cSoV + Bot Audit in <15msTraditional Blue-Link Keyword Rank OnlyHours of Manual Copy-Pasting in ChatGPT
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✦ Competitor Prompt Steal Matrix — Channel & Protocol Benchmarks
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