agentspeed.

grafana.com

scanned 7/26/2026, 12:40:36 AM · cached · refresh in 21h · rubric 2026.07.4
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robots.txt present: passrobots.txt allows AI agents: passContent-Signal directives: failllms.txt present: passSitemap present: passLink response headers: failCanonical URL: passMCP server card: failOAuth authorization metadata: failOAuth resource metadata: failAPI catalog / OpenAPI: failWeb Bot Auth: failMarkdown negotiation: failText-to-markup ratio: failContent without JavaScript: skipHeading hierarchy: passCookie wall blocks content: warnPage title: warnMeta description: passJSON-LD present: passStructured data validates: warnSchema type coverage: failPaywall / login wall: passAgent Skills manifest: failWebMCP actions: failPrimary action reachable: passReachability: passTime to first byte: passFull render time: skipPage weight: pass72/ 100 · C
Needs work

This is how AI agents (not browsers) experience grafana.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

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 1.0% of HTML weight (6676/639332 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 (cookielaw.org); 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.

warnPage titleReadability

<title> is 74 characters; keep it under 70 so it isn't truncated.

Fix: Add a concise <title> tag. Agents often cite it verbatim.

warnStructured data validatesStructured data

1 recommended-field warning(s). First: Organization recommends "sameAs" (improves agent comprehension).

Fix: Validate your JSON-LD with Google Rich Results test. Fix missing required properties.

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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Qualifies for certificationBronze

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What the agent receives

The agent’s-eye view
Full-stack observability for the agentic era | Grafana Labs | Grafana Labs We&#039;ve updated our Terms of Service and Privacy Policy . Please review the changes as you continue to interact with us. Learn more EN Downloads Contact Us Grafana Cloud Solutions Pricing Open Source Learn Docs Company AI/Search Sign in Sign up Site Search Ask AI Full-stack observability with actually useful AI Grafana Cloud: C ost-efficient by design. Built on open standards. The Free Forever plan i Get started free Plans to suit every scale i Compare plans Ask AI Trusted by everyone from startups to the Fortune 500 See clearly. Act faster. Spend smarter. No hype, just actually useful AI™ Whether you’re an experienced SRE or new to Grafana, our built-in AI helps you build dashboards, find and fix issues faster, and get instant answers for your most complex queries. All in an easy chat. Grafana Cloud AI Assistant Cut costs. Only pay for the data that matters. Half of telemetry spend is wasted. Grafana Cloud’s Adaptive Telemetry suite automatically identifies the data worth your attention and aggregates the rest, cutting your telemetry costs by up to 80%. Cost optimization Break down data silos. Troubleshoot faster. Too many tools and data silos? Grafana Cloud unifies telemetry signals into one clear map so your teams can move faster and operate with confidence. Full-stack observability Plug in, not lock in Connect your existing tools and data sources to Grafana Cloud — no rip-and-replace required. Built on open standards like OpenTelemetry and Prometheus, with hundreds of plugins and integrations ready to extend your stack. See integrations Observe everything. Solve anything. Our open observability cloud includes incident response, testing, synthetic monitoring, and more, built on open standards and usable by individual teams or across an organization. Products &amp; Solutions AI-Powered Observability Full-Stack Observability Cost Management with Adaptive Telemetry Native OpenTelemetry Support AI Assistant Application Observability Kubernetes Monitoring Frontend Observability Incident Response &amp; Management (IRM) Dashboards &amp; Data Visualization Database Observability Performance &amp; Load Testing Synthetic Monitoring Digital Experience Monitoring (DEM) Infrastructure &amp; Cloud Observability Site Reliability AI-Powered Observability Full-Stack Observability Cost Management with Adaptive Telemetry Native OpenTelemetry Support Products &amp; Solutions AI Assistant Application Observability Kubernetes Monitoring Frontend Observability Incident Response &amp; Management (IRM) Dashboards &amp; Data Visualization Database Observability Performance &amp; Load Testing Synthetic Monitoring Digital Experience Monitoring (DEM) Infrastructure &amp; Cloud Observability Site Reliability Telemetry Logs Metrics Traces Profiles Secure. Compliant. Proven. View certifications FEDRAMP Compliant NATSEC100 Certified PCI DSS Compliant A-LIGN Certified AICPA SOC Type II Verified GDPR Compliant Demo time: Try Grafana Cloud Jump right in, no registration required. Open Grafana Play Shaping the future of observability Grafana Labs CEO Raj Dutt discusses how we&#x27;re reimagining SaaS economics and simplifying complexity. Watch the keynote AI Week: See what&#x27;s next for AI in production July 27-31: Learn how teams are using observability to confidently operate AI-powered systems at scale. Learn more Leader in the 2026 Gartner® Magic Quadrant™ for Observability Platforms Gartner evaluated 19 vendors based on their Ability to Execute and Completeness of Vision, and Grafana Labs was positioned furthest in Completeness of Vision. Read more Biggest updates from GrafanaCON AI-powered workflows, new Grafana capabilities, and what’s coming next in open source observability. Everything announced at GrafanaCON 2026 in one place. Learn more Insights on the state of observability Explore insights from the industry’s largest community-driven survey on the evolving state of observability. Survey results Shaping the future of observability Grafana Labs CEO Raj Dutt discusses how we&#x27;re reimagining SaaS economics and simplifying complexity. Watch the keynote AI Week: See what&#x27;s next for AI in production July 27-31: Learn how teams are using observability to confidently operate AI-powered systems at scale. Learn more Previous slide Next slide Real stories from real customers BlackRock Pegasystems Lovable LATAM Airlines Delivery Hero &quot; This platform is about extracting more information, more connectivity, more value...things that our SREs are beating down the door for us to do. [The constant product evolution] has kept us really excited and we continue to be excited. &quot; Olin Gay Head of Observability, BlackRock Built on open source. Driven by community. Our community pushes the product forward, inspires new ideas, and helps us create better tools for everyone who cares about data and observability. OSS projects Community Company info Welcome to The open observability cloud Built on open source, open standards, and open ecosystems The Free Forever plan i Create free account Plans to suit every scale i Explore Cloud plans Still have questions? Ask your questions. Let AI do the heavy lifting. Get every update Subscribe to our newsletter Subscribe By submitting, you agree to our Privacy policy Grafana Cloud Overview Pricing What&#x27;s in the free tier? AI Assistant Agent Observability Application Observability Kubernetes Monitoring Dashboards &amp; Visualization Database Observability Frontend Observability Synthetic Monitoring Performance &amp; Load Testing Incident Response &amp; Management AI Investigations What’s New Grafana Cloud Status Solutions AI Observability Full-Stack Observability Infrastructure &amp; Cloud Observability Digital Experience Monitoring Scaled Prometheus Cost Management &amp; Optimization Site Reliability Log Management Migrate to OpenTelemetry Integrations All Integrations All Plugins AWS Google Cloud Microsoft Azure Kubernetes Datadog New Relic Open Source Our Projects GitHub Downloads Dashboard Templates Learn Documentation Blog Community Events Observability Survey &amp; Reports Company About Grafana Labs Careers Partnerships Newsroom Success Stories Contact Us Getting Help Professional Services Hey AI Compare Datadog vs. Grafana Cloud Dynatrace vs. Grafana Cloud Elasticsearch vs. Grafana Cloud New Relic vs. Grafana Cloud PagerDuty vs. Grafana Cloud Splunk vs. Grafana Cloud Donut take our word for it. Try Grafana Cloud today. Grafana Cloud Status Legal &amp; Security Terms of Service Privacy Policy Trademark Policy Copyright 2026 © Grafana Labs

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AgentSpeed score for grafana.com
<a href="https://agentspeed.com/scan/grafana.com"><img src="https://agentspeed.com/badge/grafana.com" alt="AgentSpeed agent-readiness score" height="56"></a>

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This score says whether an AI agent could read grafana.com. AI traffic analytics says whether one actually came — and which pages turned it away.

Full breakdown

13 pass3 warn12 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
pass
llms.txt present
Found /llms.txt (13750 bytes), H1 + at least one link present.
100/100
pass
Sitemap present
sitemap.xml reachable and referenced from robots.txt.
100/100
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://grafana.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
fail
OAuth authorization metadataemerging
No RFC 8414 metadata at /.well-known/oauth-authorization-server. Agents that act on behalf of users need this to discover your authorization endpoints.
0/100
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
fail
Markdown negotiationemerging
Accept: text/markdown returns HTML, not markdown. Serve a markdown variant of primary content when requested; agents summarize and cite it more reliably.
0/100
fail
Text-to-markup ratio
Visible text is 1.0% of HTML weight (6676/639332 bytes). Low. Markup may be crowding out agent-usable text.
8/100
skip
Content without JavaScript
Browser pass unavailable; cannot measure JS dependency.
pass
Heading hierarchy
Hierarchy is well-formed (1 H1, no skipped levels, 32 headings total).
100/100
warn
Cookie wall blocks content
Consent modal detected (cookielaw.org); content still visible. Verify the modal does not block first-paint for screenshot agents.
70/100
warn
Page title
<title> is 74 characters; keep it under 70 so it isn't truncated.
60/100
pass
Meta description
A well-sized meta description is present (164 chars).
100/100
Structured data
pass
JSON-LD present
Found 1 JSON-LD block.
100/100
warn
Structured data validates
1 recommended-field warning(s). First: Organization recommends "sameAs" (improves agent comprehension).
95/100
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 ("Full-stack observability platform") with price/CTA ("Get started free").
100/100
pass
Reachability
HTTP 200.
100/100
Performance
pass
Time to first byte
TTFB 119ms. Healthy.
100/100
skip
Full render time
Full-render time unavailable (browser pass skipped or failed).
pass
Page weight
Initial document is a lean 624 KB.
100/100
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