Linear — AI-Readiness Report

linear.app

Linear is a product development tool designed for modern teams and optimized for AI workflows. It focuses on enhancing speed and collaboration through features that streamline product planning, building, and issue management. Key functionalities include AI-powered agents that assist with drafting and managing product requirements, as well as tools for visual project management and monitoring product progress. The platform aims to enable teams to navigate from idea to launch effectively while minimizing noise and inefficiencies. It also consolidates customer feedback into actionable tasks, promoting a self-driving product operations approach.

58/100

Sub-scores

Schema.org Coverage0
Crawler Accessibility100
Content Structure100
Metadata Quality10
AI Directives (llms.txt)80

Findings (2)

critical
No Schema.org JSON-LD detected
No structured data found on the homepage of linear.app. LLMs rely on JSON-LD for entity grounding.
info
Open Graph metadata incomplete
og:description and og:image missing.

Machine-readable directives

llm.txt ai-agents.json

# Linear

> AI-readiness profile for linear.app generated by Solarly.

## Info

- **Name:** Linear
- **Domain:** linear.app
- **Homepage:** https://linear.app
- **Score:** 58/100 (Solarly AI-readiness)

Linear is a product development tool designed for modern teams and optimized for AI workflows. It focuses on enhancing speed and collaboration through features that streamline product planning, building, and issue management. Key functionalities include AI-powered agents that assist with drafting and managing product requirements, as well as tools for visual project management and monitoring product progress. The platform aims to enable teams to navigate from idea to launch effectively while minimizing noise and inefficiencies. It also consolidates customer feedback into actionable tasks, promoting a self-driving product operations approach.

## Canonical pages

- [Home](https://linear.app)

## Crawl policy

- Recommended allow: GPTBot, ClaudeBot, PerplexityBot, Google-Extended
- Preferred citation: "Linear (linear.app)"

{
  "schema_version": "1.0",
  "organization": {
    "name": "Linear",
    "domain": "linear.app",
    "url": "https://linear.app"
  },
  "score": 58,
  "breakdown": [
    {
      "label": "Schema.org Coverage",
      "value": 0
    },
    {
      "label": "Crawler Accessibility",
      "value": 100
    },
    {
      "label": "Content Structure",
      "value": 100
    },
    {
      "label": "Metadata Quality",
      "value": 10
    },
    {
      "label": "AI Directives (llms.txt)",
      "value": 80
    }
  ],
  "endpoints": {
    "llm_manifest": "https://linear.app/llms.txt",
    "sitemap": "https://linear.app/sitemap.xml",
    "robots": "https://linear.app/robots.txt"
  },
  "detected": {
    "jsonld_types": [],
    "h1_count": 1,
    "has_meta_description": false,
    "has_og_image": false,
    "has_canonical": false,
    "has_llms_txt": true,
    "ai_bots_blocked": []
  },
  "crawl_policy": {
    "recommended_allow": [
      "GPTBot",
      "ClaudeBot",
      "PerplexityBot",
      "Google-Extended"
    ],
    "citation": "Linear (linear.app)",
    "attribution_required": true
  },
  "generated_by": "solarly",
  "generated_at": "2026-06-15T03:44:02.964Z"
}