agentspeed.

gitlab.com

scanned 7/25/2026, 11:40:47 PM · cached · refresh in 23h · rubric 2026.07.4
robots.txt present: passrobots.txt allows AI agents: passContent-Signal directives: failllms.txt present: warnSitemap present: warnLink response headers: failCanonical URL: passMCP server card: failOAuth authorization metadata: passOAuth resource metadata: failAPI catalog / OpenAPI: failWeb Bot Auth: failMarkdown negotiation: passText-to-markup ratio: failContent without JavaScript: skipHeading hierarchy: passCookie wall blocks content: warnPage title: passMeta description: passJSON-LD present: passStructured data validates: passSchema type coverage: failPaywall / login wall: passAgent Skills manifest: failWebMCP actions: failPrimary action reachable: passReachability: passTime to first byte: warnFull render time: skipPage weight: pass71/ 100 · C
Needs work

This is how AI agents (not browsers) experience gitlab.com. The score weights five categories of machine-readability; the ticks on the arc are the 30 individual checks behind it.

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Top fixes

warnllms.txt presentDiscoverability

Found /llms.txt but missing H1 header and markdown links.

Fix: Publish /llms.txt at your domain root. Build a spec-compliant one at /tools/llms-txt-generator.

warnSitemap presentDiscoverability

sitemap.xml reachable but not referenced from robots.txt, so agents may miss it.

Fix: Publish /sitemap.xml and reference it from robots.txt with a Sitemap: line.

failLink response headersDiscoverability

No HTTP Link: response headers. Emit canonical/alternate/describedby relations so HEAD-only or stream-rendering agents get them without parsing HTML.

Fix: Emit `Link:` headers for canonical, alternate-language, and describedby relations. Agents that fetch HEAD-only or stream-render rely on these.

failText-to-markup ratioReadability

Visible text is 3.0% of HTML weight (6793/223629 bytes). Low. Markup may be crowding out agent-usable text.

Fix: Heavy ad or navigation markup crowds out agent-usable text. Aim for a text-to-DOM ratio above 15%.

warnCookie wall blocks contentReadability

Consent modal detected ([id^="onetrust-"]); content still visible. Verify the modal does not block first-paint for screenshot agents.

Fix: Defer cookie consent overlay until after content is visible, or render behind the primary content. Agents without JS or with ad-blocking profiles see a blank page otherwise.

failSchema type coverageStructured data

Page looks like Article|BlogPosting|NewsArticle; missing JSON-LD type(s): Article|BlogPosting|NewsArticle.

Fix: Align JSON-LD type to page purpose. Product pages without Product markup are skipped by agent shopping flows.

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Fix it

Generated, ready-to-ship files for the gaps above — copy them or download and drop them into your repo.

Add an llms.txt
Publish this at https://gitlab.com/llms.txt
# Finally, AI for the entire software lifecycle.

> Your intelligent orchestration platform for DevSecOps

## Key pages
- [Home](https://gitlab.com/)
- [Ship faster. With trust.](https://gitlab.com/)
- [What's new in GitLab](https://gitlab.com/)
- [GitLab Duo](https://gitlab.com/)
- [Security built in](https://gitlab.com/)
- [Built for how you work](https://gitlab.com/)
- [Built to meet your industry’s demands](https://gitlab.com/)

## About
Describe what gitlab.com does, who it's for, and the primary action you want an
agent to be able to complete. Keep it factual and current.
Qualifies for certificationBronze

This score clears the Bronze threshold (70+). Certification turns it into a dated, publicly verifiable attestation — a verification URL, an embeddable badge, and weekly monitoring for a full year. Scores under 70 can’t buy this, which is what makes displaying it mean something.

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What the agent receives

The agent’s-eye view
Finally, AI for the entire software lifecycle. Close To search repositories and projects, login to gitlab.com . Suggestions GitLab Duo Agent Platform Code Suggestions (AI) CI/CD GitLab on AWS GitLab on Google Cloud Why GitLab? Platform Platform The intelligent orchestration platform for DevSecOps Explore our Platform GitLab Duo Agent Platform Agentic AI for the entire software lifecycle Meet GitLab Duo Why GitLab See the top reasons enterprises choose GitLab Learn more Product Automation CI/CD GitLab Duo Agent Platform Source Code Management Automated Software Delivery Security Application Security Testing Software Supply Chain Security Software Compliance Measurement Visibility & Measurement Value Stream Management Analytics & Insights View all Solutions GitLab for Enterprise Small Business Public Sector Pricing Resources Getting started Install Quick start guides Learn Product documentation Best practice videos Integrations Discover Customer success stories Blog The Source Remote Connect GitLab Services Contribute Community Forum Events Partners View all resources What’s new in GitLab Stay updated with our latest features and improvements. Read the latest Company About Jobs Events Leadership Handbook Investor relations Trust Center AI Transparency Center Newsletter Press Contact us Talk to sales Support portal Customer portal Request a demo Get free trial Sign in English Deutsch Español Français Italiano 日本語 Português Get free trial GitLab Orbit is here: The context layer for AI agents. Learn more Ship faster. With trust. Your intelligent orchestration platform for DevSecOps Try for free Learn more 19.2 What's new in GitLab 60+ improvements across AI, Security and much more GitLab Duo AI-powered DevSecOps across the entire lifecycle. Security built in SAST, DAST, and compliance in every pipeline. Built for how you work Join the 50+ million people already using GitLab. Why GitLab? Define how teams and AI agents work together Customize your workflows for development, testing, security, and deployment. Teams orchestrate from above the software lifecycle while AI agents execute within it, automating repetitive tasks based on the rules and guardrails you set. Your agents turn issues into merge requests, remediate vulnerabilities, and review code — your team remains in control. Meet GitLab Duo Agent Platform Your end-to-end DevOps process in one place From planning to source code management to CI/CD, everything you need to build and ship software faster in one platform. All your data — projects, releases, code — in a single data plane, so your team and agents can work from one source of truth. Explore our Platform Be proactive with security built in, not bolted on Build secure products with fewer security products. Consolidate scanners like SAST, SCA, Secret Detection, and DAST into one platform. Security findings appear directly in merge requests and IDEs. Apply controls for compliance and collect audit-ready evidence automatically in every pipeline. Learn more about security Commit once, adjust anytime with flexible pricing Organizations that need pricing flexibility can make one annual commitment and steer their spend across seat-based licenses and usage-based credits without re-procurement. Read about GitLab Flex Built to meet your industry’s demands Every industry faces unique security, compliance, and delivery requirements. GitLab adapts to your regulatory environment while maintaining the velocity your teams need. Financial Services Meet strict regulatory requirements without sacrificing delivery speed. Maintain audit trails, access controls, and comprehensive security testing. Public Sector Build software that meets federal security standards. Deploy in air-gapped environments, maintain government compliance, and secure software by design. Telecommunications Scale network infrastructure with confidence. Support complex deployment pipelines, strict uptime requirements, and distributed edge environments. Automotive Accelerate the automotive software lifecycle. Automate compliance workflows for safety standards, speed embedded development, and coordinate global teams. Education Empower students and researchers while protecting institutional data. Choose from flexible deployment options and enable research collaboration. Aerospace Accelerate development from flight-critical firmware to customer applications. Maintain safety standards, track SBOMs, and deploy in airgap environments. Use left and right arrow keys to navigate quotes. Swipe on touch devices. Autoplay pauses on hover or focus. Quote 1 of 5 “The faster deployment capabilities GitLab enables directly contribute to our business growth. Communications service providers choose us because we can deliver innovation at the speed their markets demand.” Daniel Costa Soares Head of Software Automation and Support One platform for teams of every size Use left and right arrow keys to navigate cards. Swipe on touch devices. 4 hours saved per engineer per week 82% decrease in cycle time 50% faster vulnerability detection 13x faster security scanning 20x decrease in pipeline execution time with GitLab 100 fewer hours of developer downtime per month 6x faster time to market 17% boost in developer happiness scores 97% reduction in time to fix bugs 80x faster CI pipeline builds 30% of vulnerabilities found earlier in SDLC 4 hours saved per engineer per week 82% decrease in cycle time 50% faster vulnerability detection 13x faster security scanning 20x decrease in pipeline execution time with GitLab 100 fewer hours of developer downtime per month Start building faster today See what your team can do with the intelligent orchestration platform for DevSecOps. Get your free trial Contact sales ® Footer links Pricing View plans Why Premium? Why Ultimate? Contact Us Contact sales Support portal Customer portal Status Terms of use Privacy statement Product DevSecOps platform AI-Assisted Development Topics CICD GitOps DevOps Version Control DevSecOps Cloud Native AI for Coding Agentic AI Solutions Application Security Testing Automated software delivery Agile development SCM CICD Value stream management GitOps Enterprise Small business Public sector Education Financial services Resources Install Quick start guides Learn Product documentation Blog What's new Customer success stories Remote GitLab Services Contribute Community Forum Events Partners Company About Jobs Leadership Handbook Investor relations Sustainability Diversity, inclusion and belonging (DIB) Trust Center Newsletter Press Modern Slavery Transparency Statement Git is a trademark of Software Freedom Conservancy and our use of 'GitLab' is under license View page source Edit this page Please contribute © 2026 GitLab Inc.

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AgentSpeed score for gitlab.com
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Full breakdown

14 pass4 warn10 fail2 skip
Discoverability
pass
robots.txt present
A robots.txt is reachable at the site root.
100/100
pass
robots.txt allows AI agents
All 8 answer-time access agents allowed.
100/100
fail
Content-Signal directivesemerging
No Content-Signal directives. Add e.g. `Content-Signal: ai-train=no, ai-summarize=yes` to declare granular AI usage policy beyond binary allow/disallow.
0/100
warn
llms.txt present
Found /llms.txt but missing H1 header and markdown links.
60/100
warn
Sitemap present
sitemap.xml reachable but not referenced from robots.txt, so agents may miss it.
70/100
fail
Link response headers
No HTTP Link: response headers. Emit canonical/alternate/describedby relations so HEAD-only or stream-rendering agents get them without parsing HTML.
0/100
pass
Canonical URL
Canonical points to self: https://about.gitlab.com/.
100/100
fail
MCP server cardemerging
No valid MCP Server Card at /.well-known/mcp/server-card.json. Publish one so agents can discover your tools without HTML scraping.
0/100
pass
OAuth authorization metadataemerging
OAuth authorization-server metadata (RFC 8414) is published, so agents can discover authorization endpoints without out-of-band setup.
100/100
fail
OAuth resource metadataemerging
No RFC 9728 metadata at /.well-known/oauth-protected-resource. Publish it so agents can discover required scopes without hand-coded credentials.
0/100
fail
API catalog / OpenAPIemerging
No /.well-known/api-catalog (RFC 9727) and no /openapi.json|yaml. Publish one so agents that integrate with APIs can discover your endpoints.
0/100
fail
Web Bot Authemerging
No Web Bot Auth JWKS at /.well-known/http-message-signatures-directory.json. Publish one to allow trusted agents while keeping a default-deny posture for the rest.
0/100
Readability
pass
Markdown negotiationemerging
Requests with Accept: text/markdown return a markdown representation — agents prefer markdown over HTML for summarization and citation.
100/100
fail
Text-to-markup ratio
Visible text is 3.0% of HTML weight (6793/223629 bytes). Low. Markup may be crowding out agent-usable text.
23/100
skip
Content without JavaScript
Browser pass unavailable; cannot measure JS dependency.
pass
Heading hierarchy
Hierarchy is well-formed (1 H1, no skipped levels, 36 headings total).
100/100
warn
Cookie wall blocks content
Consent modal detected ([id^="onetrust-"]); content still visible. Verify the modal does not block first-paint for screenshot agents.
70/100
pass
Page title
A concise <title> is present (46 chars).
100/100
pass
Meta description
A well-sized meta description is present (53 chars).
100/100
Structured data
pass
JSON-LD present
Found 1 JSON-LD block.
100/100
pass
Structured data validates
No block used a type this validator checks, so nothing could be validated. 1 block(s) skipped — type outside the set we check.
100/100
fail
Schema type coverage
Page looks like Article|BlogPosting|NewsArticle; missing JSON-LD type(s): Article|BlogPosting|NewsArticle.
0/100
Actionability
pass
Paywall / login wall
No paywall or login-wall detected on the landing URL.
100/100
fail
Agent Skills manifestemerging
No Agent Skills manifest at /.well-known/agent-skills.json. Enumerate the tasks agents can perform (search, add-to-cart, contact-support) so they pick the right one without scraping.
0/100
fail
WebMCP actionsemerging
No WebMCP detected. On pages with first-class actions (cart, support, account), embed a WebMCP server so on-page agents invoke tools directly.
0/100
pass
Primary action reachable
Primary offering identified ("DevSecOps platform") with price/CTA ("Get free trial").
100/100
pass
Reachability
HTTP 200 after 1 redirect.
100/100
Performance
warn
Time to first byte
TTFB 1683ms. Slow. Agents time out aggressively.
40/100
skip
Full render time
Full-render time unavailable (browser pass skipped or failed).
pass
Page weight
Initial document is a lean 218 KB.
100/100
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