⚡Stack Radar

Issue Tracking · Reviewed 20 Oct 2026

Linear

Linear is a product development system for planning, building, and shipping software.

free tier · linear.app ↗

Paid against free › Issue Tracking › Linear

Linear at a glance

SEO analysis

Collected Oct 20, 2026

linear.app: an estimated 9,367,809 total monthly visits and about 49,704 monthly organic visits across 2,119 ranking keywords. Scout crawled 15 pages and measured a technical health score of 94/100.

9.4MEstimated total trafficModeled monthly visits2.1KRanking keywordsPublic search sample94/100Technical health15 pages checked16.5KReferring domainsLive backlink summary

Overview

01

Summary

The useful answer before the supporting detail.

Linear is a product development system that helps software teams plan, build, and ship products, with a focus on AI-powered workflows and agent collaboration S10 S26. It is used by product teams to manage issues, plan cycles, and align roadmaps, solving the problem of coordination and clarity in modern development S10. Its practical value lies in streamlining the entire development cycle, from roadmap to release, and reducing noise to help teams ship with high velocity S26 S10.

02

Product identity and positioning

Name, category, positioning, audience, and first-party claims.

  • Identity: Linear is a product development system, not just an issue tracker S10.
  • Core purpose: It solves the problem of planning and building products with AI agents, improving clarity and coordination S1 S26.
  • Intended users: Product teams at modern software companies, including engineers and designers S1 S26.
  • Product scope: A single platform that includes issue tracking, cycle planning, roadmaps, and AI workflows S10.
  • Positioning: Positioned as "the system for modern product development," purpose-built for teams and agents S10 S26.
  • Claimed distinction: Sets a new standard for planning and building products with AI workflows at its core S26.
03

Use cases and audiences

Who the product serves and the jobs it is designed to handle.

AudiencePractical use case
Product teamsPlan and navigate from idea to launch, aligning around a unified product timeline S76.
Engineering teamsStreamline code reviews with clear diffs and better context S26.
Design teamsShare design mocks by converting Figma links into previews inside Linear S174.
Customer-facing teamsKeep a tight feedback loop with customers and streamline bug reports S155.
AI agentsDelegate issues to coding agents like Codex or Cursor directly from Linear S155.

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
Issue trackingCreate, organize, and manage issues with custom workflows and statuses S12.
Cycle planningPlan work in cycles and align teams on what's shipping S10 S76.
RoadmapsCreate visual roadmaps and align projects into larger initiatives S76.
AI workflowsAutomatically turn conversations and feedback into actionable issues, routed and prioritized S26.
AgentsBuild and deploy AI agents that work alongside humans as teammates S26.
AnalyticsCreate custom dashboards and get instant analytics for any stream of work S10 S76.
DocumentsCollaborate on ideas and spec out product requirements in realtime, multiplayer documents S76.
Pulse feedGet a unified feed of relevant updates and AI-generated summaries S76.
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
GitHubIntegrationAutomate PR workflows, sync issues, and review code in Linear S155.
SlackIntegrationCreate issues from Slack messages and sync threads S155.
FigmaIntegrationCreate and link issues directly from Figma, with design previews S155 S174.
Linear APIAPIQuery and mutate data using GraphQL S147.
Linear SDKSDKUse strongly typed models and operations S147.
MCP serverAI interfaceConnect AI agents like Cursor, AI model, and Windsurf to Linear S155.
WebhooksWebhookReceive notifications for events, with outbound IPs S91 S92.
Google SheetsData portabilityExport Linear data to Google Sheets S76.

Pricing

11

Pricing and plans

Published plans, free access, trials, credits, and pricing limitations.

Plan or offerVerified price and billingIncludedLimits
Free$0 S81Unlimited members S812 teams; 250 issues; 10MB file uploads S81
Basic$10 per user/month, billed yearly S81All Free features S815 teams; unlimited issues and uploads S81
Business$16 per user/month, billed yearly S81All Basic features S81Unlimited teams; private teams and guests; Insights S81
EnterpriseCustom, annual billing only S81All Business features S81SAML and SCIM; audit log; uptime SLA S81

Competition

12

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
youtube.com323linear, is linear
reddit.com226linear, is linear
collinsdictionary.com226.5linear, is linear
dictionary.cambridge.org111is linear
math.stackexchange.com112is linear
morgen.so113linear
stats.stackexchange.com114is linear
mathsisfun.com115is linear
x.com116linear
maths.tcd.ie117is linear

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

No supporting public-page evidence was collected for this category.

Independent review sources discovered

No links to supported independent review platforms were discovered on the collected pages.

14

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

  • Estimated current generative-AI referral share: 2.6%
MonthSource
—All AI assistants
—All AI assistants
—All AI assistants

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
featuresPurpose-built for planning and building products with AI agents.https://linear.app/
featuresPurpose-built for planning and building products. Designed for the AI era.https://linear.app/
featuresA new species of product tool. Purpose-built for modern teams with AI workflows at its core, Linear sets a new standard for planning and building products.https://linear.app/
featuresPurpose-built for planning and building products. Designed for the AI era.https://linear.app/
featuresA new species of product tool. Purpose-built for modern teams with AI workflows at its core, Linear sets a new standard for planning and building products.https://linear.app/
pricingMake your product operations self-drivingIntake and integrations→Plan and navigate from idea to launchPlanning and monitoring→Agents that follow work from conversation to codeAI and automations→Move work forward across teams and agentsBuild, review and ship→https://linear.app/plan
integrationsHow to best integrate an AI agent into Linearhttps://linear.app/developers
integrations](#ai-clients)[https://linear.app/integrations
integrationsDeploy AI teammates inside Linearhttps://linear.app/integrations
integrations[AI Credits](#)https://linear.app/docs/ai-credits
integrationsThis page covers how AI credits work. For plan and seat-based billing, see Billing and plans.https://linear.app/docs/ai-credits
integrationsHow AI credits work[⁠](#how-ai-credits-work)https://linear.app/docs/ai-credits
integrationsThe balance is pooled across the workspace and shared across AI features that use ithttps://linear.app/docs/ai-credits

These are first-party product claims, not independent measurements of AI-search visibility.

15

Marketing opportunities

Actions calculated directly from the collected evidence.

OpportunityRecommended actionEvidence
Competitor gapReview the sampled queries where youtube.com appears.3 first-page appearances across linear, is linear

Website intelligence — Collected evidence

Website evidence gaps

  • customers: no usable public page was collected; verify whether the site publishes this evidence.
  • reviews: no usable public page was collected; verify whether the site publishes this evidence.
  • changes: no usable public page was collected; verify whether the site publishes this evidence.
  • identity: no usable public page was collected; verify whether the site publishes this evidence.
  • technical: no usable public page was collected; verify whether the site publishes this evidence.

Trust and proof

16

Customers, proof, and reviews

Published proof, customer signals, and review evidence.

Independent reviews

PlatformPageHow it was foundNote
siit.ioLinear Review (2026): Pricing, Pros & Cons, Verdict / SiitGrounded web search/ Source / Overall / Notable Themes / / --- / --- / --- / / G2 / 4.6/5 / Speed, clean UI, and developer-first fit / / Capterra / 4.3/5 / Simplicity and ease of use (small sample) / / Reddit · Hacker News / Practitioner sentiment / Speed and Jira-relief loved; per-seat pricing, missing Gantt/release mgmt, and 2026 complexity creep are the gripes / ... - Per-seat pricing with limited free visibility: Paid plans charge per active user, and there’s no free viewer or read-only role for reviewers who
retentioncheck.comWhy Teams Are Leaving Linear: The Narrow Churn Pattern · RetentionCheckGrounded web search: 30+ public critiques of Linear aggregated from G2 reviews, multiple Hacker News threads, comparison articles (Linear vs Jira 2026, Plane vs Linear), and Linear's own public pricing. Analyzed with RetentionCheck. All quotes from public sources, cited
tryorbye.comLinear Review: Fast But Limited - When It Works & Doesn't / Try or ByeGrounded web searchpeople) who prioritize speed over customization. Its <50ms performance is unmatched ... However, the deliberate lack of time tracking, limited customization, and engineering-focused design make it unsuitable for larger enterprises or non-technical teams.
brandcompare.ioLinear - Review & Ratings / BrandCompare / BrandCompareGrounded web search## About Linear Linear is a modern issue tracking tool built for high-performance teams. Known for its incredibly fast interface, keyboard shortcuts, and opinionated workflows. The cool choice for modern startups and engineering teams.
topickz.comLinear: Reviews, Pricing, Funding & Company Profile (2026) / TopickZ.comGrounded web search#### Watch-outs - G2 review count is just 125 because Linear's user base is concentrated in engineering communities who leave feedback on GitHub and Hacker News rather than G2; the product's actual adoption (33,000+ companies) is far larger than the G2 number implies - Portfolio and cross-team reporting is minimal; CEOs and VPs of Engineering asking "what is the team shipping this quarter across all squads" will find Linear's rollup views less polished than Jira's or Asana's - Not the right tool
G2Recensioni Linear 2026: Dettagli, Prezzi e Funzionalità / G2Grounded web searchGli utenti lodano costantemente l' interfaccia intuitiva e le integrazioni senza soluzione di continuità con strumenti come Slack e GitHub, che migliorano la produttività e semplificano ... . Il design pulito e le prestazioni rapide consentono ai team di

Customer proof

No named customers, testimonials, or customer case studies were found.

Independent mentions

  • Linear Complaints & Hidden Fees: 11 Real Issues Documented — / Platform / Reports / Who's reporting / / --- / --- / --- / / Reddit / 4 / US & global users / / G2 ... / App Store / 1 / Global iOS users / / Hacker News / ... tech users / / Capterra / 1 / Global B2B buyers / / Trustpilot / 1 / UK & global consumers /
  • How's Linear so fast? A technical breakdown / Hacker News — I would always hear about how Linear was fast, but after actually working daily with it, I’ve lost enthusiasm. Search is quite slow, the UI is often clunky (looks good though), “Pulse” is a torrent of noise even at small scale, and I have trouble finding things I need and resort to adding everything to favorites. Early days’ Trello was the best project tracking experience by far.
  • Show HN: I analyzed 5k comments to quantify the Jira vs. Linear sentiment gap / Hacker News — Linear (Score 94): The sentiment is incredibly high on "Flow" and "Speed," but the analysis flagged a legitimate gap in "Enterprise Reporting." Jira (Score ... . The market respects the "Utility" and "Scale," but the negative anchors are massive around
  • Linear / Hacker News — MCP server, and you can basically run a project from your agent. Implementing something, and you find out there's more to do later on in a ... the issue for you and off you go. It works very nicely, and also has a great UI but I mostly using it from my

External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.

17

Company, security, and trust

Ownership, policies, security signals, and public trust evidence.

SignalFindingSource
Company and ownershipFounded in 2019, Linear has become the tool of choice for more than 40,000 companies (including OpenAI, Coinbase, and Ramp) to plan, build, and ship their products.source
Contact and supportThe billing page also displays any problems with your payment method and how to contact us if needed.source
Legal and privacyRetired teams are read-only and hidden from the sidebar, but their issues, projects, and documents are still accessible. When retiring a team, you can choose to cancel any remaining open issues or move them to another tesource
Security and complianceSimplify risk and managing frameworks like SOC 2, ISO 27001, PCI and moresource
Uptime and status pageNot published on the collected pages.—
Domain registered2018-05-09—
Domain expires2030-05-09—

Not found on the collected pages: uptime and status page. This only means Scout did not find it on the pages it read; it says nothing about the company itself.

18

Documentation and product updates

Help resources, product guidance, and visible changes over time.

Resource or updateTypeWhat is availableDate or freshness
Linear DocsDocumentationThis guide is intended to give you an overview of Linear's features, discover their flexibility, and provide tips for how to use Linear to improve the speed, value, and joy of your work. (source)Not dated
Custom emoji and a new billing page – ChangelogChangelogLinear changelog - New updates and improvements to Linear. (source)Not dated
Product Intelligence (Technology Preview) – ChangelogChangelogLinear changelog - New updates and improvements to Linear. (source)Not dated
Linear MCP for product management – ChangelogChangelogLinear changelog - New updates and improvements to Linear. (source)Not dated
Loops for product management – ChangelogChangelogLinear changelog - New updates and improvements to Linear. (source)Not dated
Linear desktop app – ChangelogChangelogLinear changelog - New updates and improvements to Linear. (source)Not dated
Figma integration – ChangelogChangelogLinear changelog - New updates and improvements to Linear. (source)Not dated
Features – LinearRelease notesPublic product change history. (source)Not dated

Not found in the collected public sources: public roadmap, status page, separate help center or knowledge base.

Technical

19

Technical and delivery signals

Delivery model, platforms, API, data ownership, reliability claims and release activity.

SignalFindingSource
Delivery model (cloud, self-hosted, desktop, browser extension)Linear is a cloud-based web app with a desktop app S1 S172.S1 S172
Platforms and appsAvailable on web, desktop (macOS, Windows, Linux), and mobile (iOS, Android) S1 S26.S1 S26
API and extensibility (API, SDK, webhooks, MCP, plugins)Provides a GraphQL API, TypeScript SDK, webhooks, and MCP server for integrations S147 S91 S155.S147 S91 S155
Data ownership and exportSupports exporting data to Google Sheets S76.S76
Performance and reliability claimsLinear is designed for speed and to reduce noise, helping teams ship with high velocity S26.S26
Release activityRegular changelog updates, including recent features like Loops and Product Intelligence S91 S92.S91 S92
20

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
Domain registered2018-05-09 — CloudFlare, Inc.
Domain expires2030-05-09
First archived2019-04-18 — web archive
TLS certificateLet's Encrypt, valid, expires 2027-01-11
Security headersHSTS, CSP, X-Content-Type-Options, Referrer-Policy
Headers not servedX-Frame-Options
Server headercloudflare
Mail handled byaspmx.l.google.com, alt1.aspmx.l.google.com
Nameserverszara.ns.cloudflare.com, tim.ns.cloudflare.com
21

Technical site audit

A bounded multi-page crawl with page-level issues and URLs.

Scout — Bounded technical crawl

  • Pages crawled: 15 of 15 maximum
  • Technical health: 94/100
  • Critical issues: 0
  • Warnings: 16
  • Notices: 2

Issues

SeverityIssueValueAffected URL
warningTitle length should be reviewed6https://linear.app/login
warningMissing meta description—https://linear.app/login
warningPage should have one primary H10https://linear.app/login
warningMissing canonical URL—https://linear.app/login
noticeLow visible word count2https://linear.app/login
warningTitle length should be reviewed6https://linear.app/signup
warningMissing meta description—https://linear.app/signup
warningPage should have one primary H10https://linear.app/signup
warningMissing canonical URL—https://linear.app/signup
noticeLow visible word count2https://linear.app/signup
warningMissing meta description—https://linear.app/now/introducing-loops
warningPage should have one primary H10https://linear.app/changelog/2026-10-08-stacked-pull-requests
warningDuplicate title in audit sample2https://linear.app/
warningDuplicate title in audit sample2https://linear.app/homepage
warningDuplicate title in audit sample2https://linear.app/login
warningDuplicate title in audit sample2https://linear.app/signup
warningDuplicate meta description in audit sample2https://linear.app/
warningDuplicate meta description in audit sample2https://linear.app/homepage

Crawled pages

StatusTitleH1sWordsResponseURL
200Linear – The system for product development11669314 mshttps://linear.app/
200Linear – The system for product development11676302 mshttps://linear.app/homepage
200Linear Customers1405264 mshttps://linear.app/customers
200Pricing – Linear1399200 mshttps://linear.app/pricing
200Now – Updates from the Linear team11320284 mshttps://linear.app/now
200Contact us – Linear1182157 mshttps://linear.app/contact
200Linear Docs1200452 mshttps://linear.app/docs
200Linear0217 mshttps://linear.app/login
200Linear0221 mshttps://linear.app/signup
200Introducing Loops - Linear1687203 mshttps://linear.app/now/introducing-loops
200Linear Intake – Self-driving product operations1703384 mshttps://linear.app/intake
200Linear – Plan and navigate from idea to launch11040398 mshttps://linear.app/plan
200Linear – Agents that follow work from conversation to code1839447 mshttps://linear.app/ai
200Linear – Move work forward across teams and agents11231267 mshttps://linear.app/build
200Stacked pull requests – Changelog0840252 mshttps://linear.app/changelog/2026-10-08-stacked-pull-requests

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

22

Search Console and Analytics

First-party search and behavioral data connection state.

Modeled acquisition channels

ChannelEstimated share
direct78.6%
search6.3%
search organic6.1%
search paid0.2%
social5.5%
social organic5.5%
social paid0.0%
referrals3.8%
paid referrals0.1%
mail3.1%
gen ai2.6%
affiliate0.0%
other0.0%

First-party connections

IntegrationStatusData available after connection
Google Search ConsoleNot connectedClicks, impressions, CTR, average position, queries, pages, countries, and devices
Google AnalyticsNot connectedOrganic sessions, engagement, landing pages, conversions, geography, and devices

No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.

Limits and method

23

Limitations and open questions

Known constraints and missing evidence from the collected pages.

The collected pages do not mention any competitors by name. Evidence gaps include lack of detailed customer reviews, specific security certifications, and uptime statistics. Open questions remain about the full capabilities of AI agents and the exact pricing for Enterprise plans.

24

Sources, method, and limitations

Evidence inventory, collection method, provider use, and constraints.

This report is based on 15 collected pages from linear.app, including the homepage, features, pricing, integrations, docs, developers, and changelog pages. The evidence catalog includes 180 items, with sources from static and browser rendering providers. External proof search was performed but did not yield additional verified customer reviews. Limitations include the absence of third-party review data and the potential for marketing language in the collected pages.

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