agentspeed.

datadoghq.com

scanned 7/25/2026, 11:40:59 PM · cached · refresh in 23h · 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: warnCookie wall blocks content: passPage title: passMeta description: passJSON-LD present: failStructured data validates: skipSchema type coverage: passPaywall / login wall: passAgent Skills manifest: failWebMCP actions: failPrimary action reachable: passReachability: passTime to first byte: passFull render time: skipPage weight: pass70/ 100 · C
Needs work

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

✉ Email me this report + alert me when it changes ↓

Top fixes

Checks tagged “emerging” are 2026 agent-protocol standards most of the web hasn’t adopted yet — adopting early is an edge, not a defect.

failJSON-LD presentStructured data

No JSON-LD blocks found. Add a <script type="application/ld+json"> with a schema.org type for this page.

Fix · Webflow: Add JSON-LD in Page Settings → Custom Code (inside <head>) for the page’s type.

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 4.7% of HTML weight (13656/291417 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%.

warnHeading hierarchyReadability

Heading issues: 8 skipped level(s).

Fix: Use a single H1 and avoid skipping heading levels (H1 → H3).

failContent-Signal directivesemergingDiscoverability

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.

Fix: Add `Content-Signal:` directives to your robots.txt. This is the emerging standard (Cloudflare-driven) for declaring fine-grained AI usage policy beyond a binary allow/disallow.

failMCP server cardemergingDiscoverability

No valid MCP Server Card at /.well-known/mcp/server-card.json. Publish one so agents can discover your tools without HTML scraping.

Fix: Publish an MCP Server Card describing the tools your site exposes. Agents discover capabilities via `/.well-known/mcp/server-card.json`. See modelcontextprotocol.io for the schema.

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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 JSON-LD structured data
Paste inside <head>. Use Article/Product instead of Organization on those page types.
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Cloud Monitoring as a Service | Datadog",
  "url": "https://datadoghq.com/"
}
</script>
Qualifies for certificationBronze

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What the agent receives

The agent’s-eye view
Cloud Monitoring as a Service | Datadog Datadog named a Leader in the Gartner® Magic Quadrant™ for Observability Platforms Leader in the Gartner® Magic Quadrant™ Product { this.openCategory = category; const productMenu = document.querySelector('.product-menu'); window.DD_RUM.onReady(function() { if (productMenu.classList.contains('show')) { window.DD_RUM.addAction(`Product Category ${category} Hover`) } }) }, 160); }, clearCategory() { clearTimeout(this.timeoutID); } }" x-init=" const menu = document.querySelector('.product-menu'); var observer = new MutationObserver(function(mutations) { mutations.forEach(function(mutation) { if (mutation.attributeName === 'class' && !mutation.target.classList.contains('show')) { openCategory = 'observability'; } }); }); observer.observe(menu, { attributes: true }); "> The integrated platform for monitoring & security Observability Security Digital Experience Software Delivery Service Management AI Platform Capabilities View pricing Observability End-to-end, simplified visibility into your stack’s health & performance Infrastructure Infrastructure Monitoring Metrics Network Monitoring Container Monitoring Kubernetes Autoscaling Serverless Cloud Cost Management Cloudcraft Storage Management GPU Monitoring Applications Application Performance Monitoring Universal Service Monitoring Continuous Profiler Dynamic Instrumentation Agent Observability Data Database Monitoring Data Streams Monitoring Quality Monitoring Jobs Monitoring Logs Log Management Sensitive Data Scanner Audit Trail Observability Pipelines Error Tracking BYOC Log Management ) 0%, %!s( ) 100%)"> Infrastructure ) 0%, %!s( ) 100%)"> Applications ) 0%, %!s( ) 100%)"> Data ) 0%, %!s( ) 100%)"> Logs Security Outpace AI-powered attacks with unified security and observability Learn more Code Security Code Security Software Composition Analysis Static Code Analysis (SAST) Runtime Code Analysis (IAST) IaC Security Secret Scanning Cloud Security Cloud Security Cloud Security Posture Management Cloud Infrastructure Entitlement Management Vulnerability Management Compliance Threat Management Cloud SIEM Workload Protection App and API Protection Sensitive Data Scanner Security Labs Security Labs Research Open Source Projects Digital Experience Optimize front-end performance and enhance user experiences Digital Experience Browser Real User Monitoring Mobile Real User Monitoring Product Analytics Experiments Session Replay Synthetic Monitoring Mobile App Testing Error Tracking Related Products Continuous Testing Dashboards Application Performance Monitoring Software Delivery Build, test, secure and ship quality code faster Software Delivery Internal Developer Portal CI Visibility Test Optimization Continuous Testing IDE Plugins DORA Metrics Feature Flags Code Coverage AI Impact Related Products Software Composition Analysis Application Performance Monitoring Synthetic Monitoring Browser Real User Monitoring Workflow Automation Integrations Service Management Integrated, streamlined workflows for faster time-to-resolution Service Management Incident Response Software Catalog Service Level Objectives Case Management Actions Workflow Automation App Builder Agentic & Embedded Bits Investigation Watchdog Event Management AI Monitor and improve model performance. Pinpoint root causes and detect anomalies AI Observability Agent Observability GPU Monitoring AI Integrations Agentic & Embedded Bits AI Agents Bits Chat Bits Agent Builder Bits Code Bits Investigation Bits Security Analyst MCP Server Pup CLI Agent Directory Related Products Incident Response Workflow Automation Application Performance Monitoring Universal Service Monitoring Log Management Platform Capabilities Built-in features & integrations that power the Datadog platform Built-in Features Bits AI Agents Bits Agent Builder Bits Chat Metrics Watchdog Alerts Dashboards Notebooks Mobile App Fleet Automation Governance Console Access Control DORA Metrics Workflows & Collaboration Incident Response Case Management Event Management Workflow Automation App Builder Cloudcraft CoScreen Teams Extensibility OpenTelemetry Integrations IDE Plugins MCP Server Pup CLI Agent Directory API Marketplace Customers Pricing Solutions Industry Financial Services Manufacturing & Logistics Healthcare/Life Sciences Retail/E-Commerce Government Education Media & Entertainment Technology Gaming Technology Amazon Web Services Monitoring Azure Monitoring Google Cloud Monitoring Oracle Cloud Monitoring Kubernetes Monitoring Red Hat OpenShift Pivotal Platform OpenAI SAP Monitoring OpenTelemetry Use Case Application Security Cloud Migration Monitoring Consolidation Unified Commerce Monitoring SOAR DevOps FinOps Shift-Left Testing Digital Experience Monitoring Security Analytics Compliance for CIS Benchmarks Hybrid Cloud Monitoring Edge Device Monitoring Real-Time BI On-Premises Monitoring Log Analysis & Correlation CNAPP Docs Looking for Datadog logos? You can find the logo assets on our press page. Download Media Assets About Contact Partners Newsroom Events & Webinars Leadership Careers Analyst Reports Investor Relations ESG Report Trust Hub Blog The Monitor Engineering AI Security Labs Login GET STARTED FREE Free Trial Toggle navigation Product Infrastructure Infrastructure Monitoring Metrics Container Monitoring Kubernetes Autoscaling Network Monitoring Serverless Cloud Cost Management Cloudcraft Storage Management GPU Monitoring Applications Application Performance Monitoring Universal Service Monitoring Continuous Profiler Dynamic Instrumentation Agent Observability Data Database Monitoring Data Streams Monitoring Quality Monitoring Jobs Monitoring Logs Log Management Sensitive Data Scanner Audit Trail Observability Pipelines Security Overview Code Security Software Composition Analysis Static Code Analysis (SAST) Runtime Code Analysis (IAST) IaC Security Cloud Security Cloud Security Posture Management Cloud Infrastructure Entitlement Management Vulnerability Management Compliance Cloud SIEM Workload Protection App and API Protection Sensitive Data Scanner Security Labs Research Open Source Projects Secret Scanning Digital Experience Browser Real User Monitoring Mobile Real User Monitoring Product Analytics Experiments Session Replay Synthetic Monitoring Mobile App Testing Error Tracking BYOC Log Management Software Delivery Internal Developer Portal CI Visibility Test Optimization Continuous Testing IDE Plugins Feature Flags Code Coverage AI Impact Service Management Event Management Software Catalog Service Level Objectives Incident Response Case Management Workflow Automation App Builder Bits Investigation Watchdog AI Agent Observability GPU Monitoring AI Integrations Bits AI Agents Bits Chat Bits Agent Builder Bits Code Bits Investigation Bits Security Analyst MCP Server Pup CLI Agent Directory Platform Capabilities Bits AI Agents Metrics Watchdog Alerts Dashboards Notebooks Mobile App Fleet Automation Governance Console Access Control Incident Response Case Management Event Management Workflow Automation App Builder Cloudcraft CoScreen Teams OpenTelemetry Integrations IDE Plugins MCP Server Pup CLI Agent Directory API Marketplace DORA Metrics Customers Pricing Solutions Industry Financial Services Manufacturing & Logistics Healthcare/Life Sciences Retail/E-Commerce Government Education Media & Entertainment Technology Gaming Technology Amazon Web Services Monitoring Azure Monitoring Google Cloud Monitoring Oracle Cloud Monitoring Kubernetes Monitoring Red Hat OpenShift Pivotal Platform OpenAI SAP Monitoring OpenTelemetry Use Case Application Security Cloud Migration Monitoring Consolidation Unified Commerce Monitoring SOAR DevOps FinOps Shift-Left Testing Digital Experience Monitoring Security Analytics Compliance for CIS Benchmarks Hybrid Cloud Monitoring Edge Device Monitoring Real-Time BI On-Premises Monitoring Log Analysis & Correlation CNAPP About Contact Partners Newsroom Events & Webinars Leadership Careers Analyst Reports 

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

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Full breakdown

14 pass1 warn12 fail3 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 (553045 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://www.datadoghq.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 4.7% of HTML weight (13656/291417 bytes). Low. Markup may be crowding out agent-usable text.
35/100
skip
Content without JavaScript
Browser pass unavailable; cannot measure JS dependency.
warn
Heading hierarchy
Heading issues: 8 skipped level(s).
75/100
pass
Cookie wall blocks content
No common consent-modal markers detected.
100/100
pass
Page title
A concise <title> is present (39 chars).
100/100
pass
Meta description
A well-sized meta description is present (54 chars).
100/100
Structured data
fail
JSON-LD present
No JSON-LD blocks found. Add a <script type="application/ld+json"> with a schema.org type for this page.
0/100
skip
Structured data validates
No JSON-LD blocks present; nothing to validate (covered by structured_data.jsonld_present).
pass
Schema type coverage
Page intent unclear; no specific schema.org type expected.
100/100
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 ("Cloud monitoring and observability platform") with price/CTA ("GET STARTED FREE").
100/100
pass
Reachability
HTTP 200 after 1 redirect.
100/100
Performance
pass
Time to first byte
TTFB 84ms. Healthy.
100/100
skip
Full render time
Full-render time unavailable (browser pass skipped or failed).
pass
Page weight
Initial document is a lean 285 KB.
100/100
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