agentspeed.

openai.com

scanned 7/20/2026, 7:17:47 PM · fresh · rubric 2026.07.1
↻ Rescan
robots.txt present: passrobots.txt allows AI agents: passContent-Signal directives: failllms.txt present: warnSitemap present: passLink response headers: failCanonical URL: failMCP 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: failCookie wall blocks content: passPage title: failMeta description: failJSON-LD present: failStructured data validates: skipSchema type coverage: passPaywall / login wall: passAgent Skills manifest: failWebMCP actions: failPrimary action reachable: failReachability: failTime to first byte: passFull render time: skipPage weight: pass40/ 100 · F
At risk

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

Discoverability
39
Readability
22
Structured data
33
Actionability
25
Performance
100

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Top fixes

failCanonical URLDiscoverability

No <link rel="canonical"> tag in <head>. Agents use canonical URLs to dedupe and cite.

Fix: Add <link rel="canonical" href="…"> pointing at the primary URL of each page.

failPage titleReadability

No non-empty <title>. Agents use it as the page label in citations and answers.

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

failMeta descriptionReadability

No <meta name="description">. Agents use it as a page summary; add a 50–200 character description.

Fix: Add `<meta name="description" content="...">` to your primary pages. Agents frequently use it as a summary.

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: Add a <script type="application/ld+json"> describing the page (Organization, Article, Product, FAQPage).

failPrimary action reachableActionability

Page text too sparse to probe; agent has nothing to read.

Fix: If agents cannot identify what you sell within 3 steps, your primary-offer page is under-structured. Add a visible headline, price (or "contact us"), and canonical CTA.

failReachabilityActionability

Terminal HTTP 403.

Fix: Chained redirects multiply latency and break some agent crawlers. Collapse to a single redirect.

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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://openai.com/llms.txt
# openai.com

> What openai.com offers, in one or two sentences an AI agent can quote.

## Key pages
- [Home](https://openai.com/)
- [Add your most important pages here](https://openai.com/)

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

What the agent receives

The agent’s-eye view
No text content. Agents receive an effectively empty page.

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

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Full breakdown

8 pass1 warn18 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 9 known 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
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
fail
Canonical URL
No <link rel="canonical"> tag in <head>. Agents use canonical URLs to dedupe and cite.
0/100
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 0.0% of HTML weight (0/9914 bytes). Low. Markup may be crowding out agent-usable text.
0/100
skip
Content without JavaScript
Browser pass unavailable; cannot measure JS dependency.
—
fail
Heading hierarchy
No headings found. Add at least an <h1>; structure helps agents summarise.
0/100
pass
Cookie wall blocks content
No common consent-modal markers detected.
100/100
fail
Page title
No non-empty <title>. Agents use it as the page label in citations and answers.
0/100
fail
Meta description
No <meta name="description">. Agents use it as a page summary; add a 50–200 character description.
0/100
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
fail
Primary action reachable
Page text too sparse to probe; agent has nothing to read.
0/100
fail
Reachability
Terminal HTTP 403.
0/100
Performance
pass
Time to first byte
TTFB 57ms. Healthy.
100/100
skip
Full render time
Full-render time unavailable (browser pass skipped or failed).
—
pass
Page weight
Initial document is a lean 10 KB.
100/100
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