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AI Readiness Report
0out of 100

linear.app

Needs Work9 fixable issuesTop 62% in AI/MLAvg: 68/100

Your site needs optimization for AI search engines. We found 9 fixable issues.

Revenue IndexModerate
55%2.33 / 4.27
AI VisibilityStrong
83%3.53× / 4.27×
Answer ReadinessStrong
75%0.75 / 1.0
Score Breakdown
AI Bot Access
20/20
Content Structure
20/20
Structured Data
0/15
Meta & Technical
15/15
AI Readability
5/10
Image Alt Text
1/5
Sitemap
5/5
Content Freshness
0/10
What If You Improved?
$
Add more schema types
Strengthen content & links
9

fixable issues blocking your AI visibility

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What AI Sees

How AI Reads Your Page

Your visitors see a polished interactive page. AI crawlers skip all of that — they see only raw extracted text.

Human Visitor Sees
  • Navigation & hero imagery
  • Animations & interactions
  • CTAs & styled elements
  • JavaScript-rendered content
AI Crawler Sees
  • Raw HTML text only
  • No scripts, styles, or nav
  • No header or footer
  • ~1052 extractable words
extracted-content.txt1052 words
Skip to content

The product development system for teams and agents The product development system for teams and agents The product development system for teams and agents Purpose-built for planning and building products.

Designed for the AI era.

New Linear Diffs (Beta)

Faster app launch Render UI before sync when minimum required state is present, instead of blocking on full refresh during iOS startup. vehicle_state Activity created the issue via on behalf of

2min ago Linear Slack karri added the label and

2min ago Triage Intelligence Performance iOS karri

4 min ago Right now we show a spinner forever, which makes it look like the car disappeared... jori

just now can you take a stab at this? @Codex jori Codex connected

just now Codex Examining issue ENG-2703 moved from to

just now Codex Todo In Progress On it!

I've received your request.

Kicked off a task in environment. kinetic/kinetic-iOS Searching for root AGENTS file kinetic/kinetic-iOS$ /bin/bash -lc rg --files -g 'AGENTS.md' AGENTS.md Locating initialization logic for vehicle_state Thinking ...

ENG-2703 In Progress High jori Codex Labels Performance iOS Cycle Cycle 144 Project Core Performance Purpose-built for modern teams with AI workflows at its core, Linear sets a new standard for planning and building products.

A new species of product tool.

Built for purpose Linear is shaped by the practices and principles of world-class product teams.

Powered by AI agents Designed for workflows shared by humans and agents.

From drafting PRDs to pushing PRs.

Designed for speed Reduces noise and restores momentum to help teams ship with high velocity and focus.

FIG 0.2 Built for purpose Linear is shaped by the practices and principles of world-class product teams.

FIG 0.3 Powered by AI agents Designed for workflows shared by humans and agents.

Designed for workflows shared by humans and agents.

FIG 0.4 Designed for speed Reduces noise and restores momentum to help teams ship with high velocity and focus.

Make product operations self-driving Turn conversations and customer feedback into actionable issues that are routed, labeled, and prioritized for the right team. 1.0 Intake

Backlog 8 ENG-2085 Reduce UI flicker during autonomy...

ENG-2094 Add buffering for autonomy event streams ENG-2092 Reduce startup delay caused by vehicle sync ENG-2200 Fix delayed route updates during rerouting Todo 71 ENG-926 Remove UI inconsistencies Bug Design ENG-2088 TypeError: Cannot read properties Bug ENG-924 Upgrade to Claude Opus 4.5 AI ENG-1882 Optimize load times Performance In Progress 3 ENG-1487 Remove contentData from GraphQL API 61039 MKT-1028 Launch page assets Design ENG-2187 Prevent duplicate ride requests on poor...

Bug 62048 Done 53 ENG-2074 Clean up deprecated APIs...

API 61002 ENG-1912 Reduce latency in autonomy st... 61005 ENG-1951 Reduce ETA fluctuations durin... 61202 ENG-1960 Improve fallback messaging UI 61149 ENG-1991 Improve rider visibility into veh... didier Has anyone been looking into the iOS startup performance issues? lena Anyone else noticing the iOS app feels slow to open if you haven't used it in a bit? didier Yea, we're still blocking initial render on a full vehicle_state sync every time... andreas Feels like we could render sooner and load the rest in the background.

Probably also worth tracking startup timing so we know how often this happens! @Linear create and assign to me issues urgent issues 1.1 Linear Agent + 1.2 Triage + 1.3 Customer Requests + 1.4 Linear Asks + Define the product direction Plan and navigate from idea to launch.

Align your team with product initiatives, strategic roadmaps, and clear, up-to-date PRDs. 2.0 Plan

FEB MAR APR MAY JUN JUL AUG SEP 2 9 16 23 2 9 16 23 30 6 13 20 27 4 11 18 25 1 8 15 22 29 6 13 20 27 3 10 17 24 31 7 14 21 28 UI Refresh Core screens Polish Split fares Internal Public Beta Autonomy status clarity Alpha GA Core Product 99 Infra stability 28 Autonomous systems 16 Mobile apps 8 APAC Expansion 21 Japan Launch 12 Customer-driven priorities 9 2.1 Projects + 2.2 Documents + 2.3 Initiatives + 2.4 Visual planning + Move work forward across teams and agents Build and deploy AI agents that work alongside your team.

Work on complex tasks together or delegate entire issues end-to-end. 3.0 Build

Kicked off a task in kinetic/kinetic-iOS environment.

Searching for root AGENTS file kinetic/kinetic-iOS$ /bin/bash -lc rg --files -g 'AGENTS.md' AGENTS.md Locating initialization logic for vehicle_state Thought for 5s Agents Command Menu No results found.

Codex Agent Steven Ema GitHub Copilot Agent Cursor Agent Meg 3.1 Issues + 3.2 Agents + 3.3 Linear MCP + 3.4 Git automations + 3.5 Cycles + Review PRs and agent output Understand code changes at a glance with structural diffs for human and agent output.

Review, discuss, and merge — all within Linear. 4.0 Diffs (Coming soon)

Scripts, styles, navigation, header & footer stripped before extraction.

Content Quality

Content Structure

20/20

AI engines prefer clear heading hierarchies and substantial content.

H1 Tags
1
Target: >= 1
H2 Tags
8
Target: >= 3
Word Count
1052
Target: >= 800
Hierarchy
Correct
Target: H1 before H2

AI Readability

5/10

How easily AI can parse and extract clean answers from your content.

Content Ratio
62%
Target: >40%
Page Size
2196 KB
Target: <1MB
Fix: Optimize images, minify scripts — keep total page under 1 MB.
Words (no JS)
1052
Extractable words

Filler Phrases & Links

AI engines are trained to ignore generic marketing language.

1 phrase found that AI engines commonly disregard.

World-class
Internal Links
69
Pages linked within your site
External Links
4
Outbound citations
Filler Phrases
1
Detected in body text
Crawlability

AI Bot Access

20/20

Blocked bots can't index or cite your content.

GPTBot· ChatGPT
Allowed
ClaudeBot· Claude
Allowed
PerplexityBot· Perplexity
Allowed
Google-Extended· Gemini
Allowed
CCBot· Common Crawl
Allowed

Schema & Structured Data

0/15

JSON-LD schema markup helps AI engines understand who you are.

OrganizationMissing
Fix: Add Organization JSON-LD markup in your page's <head> section.
WebSiteMissing
Fix: Add WebSite JSON-LD markup in your page's <head> section.
ArticleMissing
Fix: Add Article JSON-LD markup in your page's <head> section.
FAQPageMissing
Fix: Add FAQPage JSON-LD markup in your page's <head> section.
BreadcrumbListMissing
Fix: Add BreadcrumbList JSON-LD markup in your page's <head> section.
Sitemap
Found
sitemap.xml found
5/5 pts
Image Alt Text
45%
14 of 31 images have alt text
1/5 pts
Fix: Add descriptive alt attributes to all images for AI accessibility.
Technical SEO

Meta & Technical

15/15

Core technical signals that affect how AI engines index and trust your site.

Title
43 chars (30-70)Pass
Meta Description
64 chars (50-160)Pass
Open Graph Tags
PresentPass
Canonical URL
PresentPass
HTTPS
SecurePass

Content Freshness

0/10

AI engines prefer recently updated content.

Schema dateModified
Not foundStale
Fix: Update your page content and set a recent last-modified HTTP header.
Copyright year
Not foundStale
Fix: Update your page content and set a recent last-modified HTTP header.
Last-Modified header
Not foundStale
Fix: Update your page content and set a recent last-modified HTTP header.
AI Intelligence

AI Content Analysis

Questions AI engines can answer from your content, and content opportunities.

Questions Answered
What is Linear?
How does Linear utilize AI in product development?
What features does Linear offer for product teams?
How can teams move work forward using Linear?
What are the benefits of using Linear for product operations?
Content Opportunities
How does Linear integrate with existing tools?
What are the pricing options for Linear?
Can Linear help with remote team collaboration?
What types of projects can be managed with Linear?
How does Linear ensure data security and privacy?
5 answered / 5 opportunities
Simulated AI Citation

What an AI engine would extract and cite from this page.

Linear is purpose-built for planning and building products with AI agents at its core.
Top Prompts for Your Brand

Questions real users are typing into AI assistants about your type of product or service.

1
What tools can help streamline product development?
2
How can AI improve team collaboration in projects?
3
What features should I look for in a product management tool?
4
How do I manage product operations effectively?
5
What are the best practices for using AI in product development?
AI Revenue Potential
AI Visibility
83%Strong
How likely AI engines are to find, understand, and cite your content.
Heading Structure
100%
Clean H1→H2→H3 nesting helps AI parse your page
Structured Data
0%
Schema markup tells AI what your content IS
Content Authority
75%
Depth, external links, and content quality signals
Answer Readiness
75%Strong
Can AI engines easily extract and quote answers from your page?
FAQ schema markup
3+ subheadings (H2)
Open Graph tags
Meta description
Competitive Landscape

Who AI Recommends Instead

When someone asks ChatGPT for your category, these brands appear.

#1 Competitor ACited
#2 Competitor BCited
#3 Competitor CCited
#4 Competitor DCited
#5 Competitor ECited

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