Positioning Lab
AI Visibility Probe Check

Linear

linear.app · Generated Jul 17, 2026, 10:48 PM

Linear is recognised by 2 of 2 AI engines probed.

Visibility snapshot 93Strong

Engine recognition

How each frontier model answered when asked about this brand, live.

91
ChatGPTgpt-4o-2024-08-06
Recognized · positive sentiment
87
Perplexitysonar-pro
Recognized · mixed sentiment

Technical & entity findings

AI bot access
Open to all 4 tracked AI crawlers
100/100
/llms.txt
Not found
0/100
sitemap.xml
Found — crawlers can discover all pages
100/100
Entity schema
Organization + 2 more schema types
100/100

Cited sources

linear.app · 1

What each engine actually said

ChatGPT

What does Linear do? Be specific.

Linear is an issue-tracking and project-management tool built for software teams, known for its speed and clean interface.

Is Linear a legitimate company? Are they reputable?

Yes, Linear is a well-regarded software company popular among engineering teams for its issue-tracking product.
Perplexity

What does Linear do? Be specific.

Linear provides issue tracking and project management software aimed at high-performance software teams.
Cited: linear.app

Is Linear a legitimate company? Are they reputable?

Linear is well regarded in the software development community, though it's more niche/developer-focused than mainstream project-management tools.
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