Public showcase — illustrative scan of linear.app from publicly available data. Not affiliated with Linear. Refreshed monthly.
Public showcase scan
Linear
linear.app
The textbook AEO winner — owns its category across every engine.
AI Clout Score
84
/ 100
Linear is what 'good' looks like in 2026: cited first on issue tracking, project planning, and engineering velocity prompts. Only weakness is enterprise compliance prompts.
6
Prompts scanned
5
Brand mentioned
1
Completely invisible
The receipts
Real-shape prompts buyers ask AI — and where Linear stood.
Mentioneddiscovery
Best issue tracker for engineering teams
AI mentioned:JiraHeight
Mentionedcomparison
Linear vs Jira for fast-moving startups
AI mentioned:Jira
Mentionedtutorial
How to run sprints with Linear
Mentioneddiscovery
Project management tools loved by developers
AI mentioned:HeightShortcut
Weakcompliance
SOC2-ready issue tracker for fintech
AI mentioned:JiraShortcut
Invisibleenterprise
Issue tracker with built-in roadmapping for 500+ engineers
AI mentioned:JiraAha!Productboard
What changes if they act on this
Projected lift: 84 → 89
Estimates based on shipping the recommended fixes. Confidence widens further out.
Enterprise compliance
Today: Invisible on regulated-industry prompts
After fix: Cited as 'modern SOC2-ready alternative to Jira'
+3 pts, unlocks fintech buyers
Large-team perception
Today: Cited only for <50 person teams
After fix: Appears in 200-1000 engineer scenarios
+2 pts, larger ACV prompts
P12 weeks
Ship a /enterprise/compliance hub
Jira owns every regulated-industry prompt despite Linear having SOC2.
Lift +3 to +5 pts
P21 week
Publish scaling case studies (500+ eng)
Loses every 'large team' prompt — perception gap, not feature gap.
Lift +2 to +3 pts