What is the AEO Readiness score of linear.app?

linear.app currently achieves an Answer Engine Optimization (AEO) composite score of 45/100 (Grade D), classified as Critical Vulnerabilities.

Does linear.app allow ChatGPT, Perplexity, and Claude bot crawlers?

linear.app's robots.txt allows leading AI user-agents, achieving a crawler permission index of 100/100.

How can linear.app improve its AI answer citations?

To maximize citations in generative answer engines, linear.app should deploy JSON-LD Organization schemas referencing verified Wikidata entities, maintain an llms.txt manifest, and format key value propositions into concise 40-60 word direct answers.

Home / Leaderboard / linear.app

DEVELOPER TOOLS Critical Vulnerabilities

linear.app AEO Diagnostic Report

Detailed technical analysis evaluating linear.app's visibility, machine-readability, and citation likelihood across ChatGPT Search, Perplexity AI, Claude, and Gemini.

AEO Readiness Score

45 / 100

Grade D

AI Diagnostic Summary

linear.app achieved an overall Answer Engine Optimization composite score of 45/100 (Grade D). The domain demonstrates a crawler permission index of 100/100, entity graph alignment score of 0/100, and direct answer extractability score of 13/100 across leading conversational search models.

1. AI Bot Crawlers 100/100

robots.txt directives

2. Entity Graph 0/100

Wikidata JSON-LD alignment

3. Semantic Hierarchy 85/100

Heading AST structure

4. Direct Answers 13/100

40-60 word summaries

Pillar 01

AI Crawler Access Permissions

Allowed

Inspection of https://linear.app/robots.txt for leading AI bot user-agents:

User-Agent	Engine	Status
GPTBot	ChatGPT Search	✓ Allowed
PerplexityBot	Perplexity AI	✓ Allowed
ClaudeBot	Anthropic Claude	✓ Allowed
Google-Extended	Gemini Overviews	✓ Allowed

Pillar 02

Wikidata Entity Disambiguation

Entity Missing

Without explicit Wikidata entity references in JSON-LD structured data, LLMs are forced to disambiguate linear.app using fuzzy probability matching.

// Recommended JSON-LD sameAs Wikidata anchor

"@type": "Organization",

"name": "linear",

"url": "https://linear.app",

"sameAs": [

"https://www.wikidata.org/wiki/Special:Search?search=linear.app"

]

Industry Benchmark

linear.app vs Sector Peers

Comparative analysis of verified AEO visibility scores across DEVELOPER TOOLS.

Domain	AEO Score	Grade	Status	Action
linear.app (Target)	45/100	D	Critical Vulnerabilities	Live Scan
resend.com	71/100	B	AI Optimized	View Audit
vercel.com	74/100	B	AI Optimized	View Audit
supabase.com	45/100	D	Critical Vulnerabilities	View Audit
clerk.com	57/100	C	Needs Optimization	View Audit

Official AEO Verification Badge

Embed linear.app's Live AEO Score Badge

Showcase your verified AI search readiness on your website footer, documentation, or README.

Markdown Code Snippet:

[![AEO Score](https://api.aeoauditing.com/api/badge/linear.app)](https://aeoauditing.com/report/linear.app)

AEO Documentation & Free Tools

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Free AEO Audit Tool → Run a free instant diagnostic for any website. AEO Audit Checklist → The 4-pillar 2026 technical audit checklist. ChatGPT Search SEO → How to rank and get cited in OpenAI search. AI Robots.txt Tester → Test GPTBot, Perplexity & Claude permissions.

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