Public website opportunity study

Linear

A measured comparison for linear.app. The existing site was read only and remains unchanged.

Independent analysis of a publicly accessible website. Linear is not affiliated with or endorsing this study. Measurements are point-in-time observations, not promised outcomes.

Open sanitized preview View Agent Markdown Audit your website

Current LCP1.2sBrowser measurement

Preview LCP0.4sSame browser runner

LCP delta-65%65% faster LCP

Agent tokens-99%99% fewer estimated tokens

Performance

The measured rebuild opportunity.

The preview preserves readable page content while removing active third-party execution, forms, and embedded interfaces.

Current website

linear.app

First contentful paint1.2s
Largest contentful paint1.2s
Known transfer182 KB
Known JavaScript0 B
Requests251

Sanitized preview

Optimized edge rendering

First contentful paint0.4s
Largest contentful paint0.4s
Known transfer135 KB
Known JavaScript0 B
Requests2

The transformation removed 211 scripts, 27 of them third party, and 0 active forms. Some cross-origin byte sizes were hidden, so transfer totals are partial. Results can vary by device, network, geography, and cache state.

Agent delivery

Less page chrome for bots to parse.

The source HTML is projected into Markdown with headings, links, metadata, and structured content intact. This can lower retrieval cost and improve parsing clarity. It does not guarantee indexing, citations, or ranking.

Measured representation

99% fewer estimated tokens

317,197 HTML tokens become about 3,633 Markdown tokens.

---
title: Linear – The system for product development
description: Purpose-built for planning and building products with AI agents.
image: https://linear.app/static/og/homepage.jpg
canonical: https://linear.app/
---

# The product development system for teams and agents

Purpose-built for planning and building products. Designed for the AI era.

[NewLoops →](https://linear.app/now/introducing-loops)[NewLoops →](https://linear.app/now/introducing-loops)

![](https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/6600ca96-e49b-4fd9-c03a-7979faddad00/f=auto,fit=scale-down,metadata=none,width=2560)

![](https://linear.app/cdn-cgi/imagedelivery/fO02fVwohEs9s9UHFwon6A/c7fa8f5f-d439-4329-6a65-de549b51e300/f=auto,fit=scale-down,metadata=none,width=2560)

DRV-8852Faster app launch

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