agentspeed.

en.wikipedia.org

scanned 7/25/2026, 1:32:18 AM · fresh · rubric 2026.07.2
↻ Rescan
robots.txt present: passrobots.txt allows AI agents: passContent-Signal directives: failllms.txt present: warnSitemap present: failLink 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: failJSON-LD present: passStructured data validates: warnSchema type coverage: passPaywall / login wall: passAgent Skills manifest: failWebMCP actions: failPrimary action reachable: warnReachability: passTime to first byte: passFull render time: skipPage weight: pass67/ 100 · D
Needs work

This is how AI agents (not browsers) experience en.wikipedia.org. 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

failSitemap presentDiscoverability

No reachable sitemap.xml. Publish one and reference it in robots.txt.

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

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.

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.

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 5.8% of HTML weight (14480/250651 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%.

warnStructured data validatesStructured data

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

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

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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://en.wikipedia.org/llms.txt
# Wikipedia, the free encyclopedia

> What en.wikipedia.org offers, in one or two sentences an AI agent can quote.

## Key pages
- [Home](https://en.wikipedia.org/)
- [Main Page](https://en.wikipedia.org/)
- [Welcome to Wikipedia](https://en.wikipedia.org/)
- [150","function":"ifexpr"},"params":{"1":{"wt":"From today&apos;s featured article"},"2":{"wt":"Featured article <span class=\"mp-later\">(Check back later for today&apos;s.)</span>"}},"i":0}}]}'>From today's featured article](https://en.wikipedia.org/)
- [Did you know ...](https://en.wikipedia.org/)
- [In the news](https://en.wikipedia.org/)
- [On this day](https://en.wikipedia.org/)

## About
Describe what en.wikipedia.org 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
Wikipedia, the free encyclopedia Jump to content Main menu Main menu move to sidebar hide Navigation Main page Contents Current events Random article About Wikipedia Contact us Contribute Help Learn to edit Community portal Recent changes Upload file Special pages Search Search Appearance Donate Create account Log in Personal tools Donate Create account Log in Main Page Main Page Talk English Read View source View history Tools Tools move to sidebar hide Actions Read View source View history General What links here Related changes Upload file Permanent link Page information Cite this page Get shortened URL Switch to legacy parser Print/export Download as PDF Printable version In other projects Abstract Wikipedia Wikimedia Commons Wikimedia Foundation MediaWiki Meta-Wiki Wikimedia Outreach Multilingual Wikisource Wikispecies Wikibooks Wikidata Wikifunctions Wikimania Wikinews Wikiquote Wikisource Wikiversity Wikivoyage Wiktionary Wikidata item Appearance move to sidebar hide From Wikipedia, the free encyclopedia Welcome to Wikipedia , the free encyclopedia that anyone can edit . 250,126 active editors 7,213,398 articles in English \n{{Main Page banner}}\n&lt;/div>\n"}},"i":0}}]}'> 150","function":"ifexpr"},"params":{"1":{"wt":"From today&apos;s featured article"},"2":{"wt":"Featured article &lt;span class=\"mp-later\">(Check back later for today&apos;s.)&lt;/span>"}},"i":0}}]}'>From today's featured article 150","function":"ifexpr"},"params":{"1":{"wt":"{{Wikipedia:Today&apos;s featured article/{{#time:F j, Y}}}}"},"2":{"wt":"{{Wikipedia:Today&apos;s featured article/{{#time:F j, Y|-1 day}}}}"}},"i":0}}]}'> Las Meninas is a 1656 painting by Diego Velázquez . The painting depicts Infanta Margaret Theresa surrounded by her entourage. Behind them, Velázquez portrays himself working at a large canvas, and a mirror in the background reflects the upper bodies of the king and queen. The Italian Baroque painter Luca Giordano described Las Meninas as the "theology of painting", and in 1827 Thomas Lawrence called the work "the true philosophy of the art". The painting has since become a focal point for scholarly debates about representation , spectatorship, and the social status of the artist. Michel Foucault opened The Order of Things with an extended analysis of its treatment of classical representation; Svetlana Alpers read it as Velázquez's claim for painting as a liberal art; and Leo Steinberg and Joel Snyder have offered competing accounts of its spatial logic and the function of the mirror on the back wall. ( Full article... ) Recently featured: Bleed American Diaspora Revolt Ludwig Ross Archive By email More featured articles About Did you know ... Frame from the "Rats" advertisement ... that a campaign advertisement (frame pictured) for the 2000 United States presidential election was accused of using subliminal messaging to associate a candidate with the word "rats"? ... that a group of houses on New York City's 74th Street was not initially sold because it was envisioned for a "very desirable class of tenants"? ... that the retro style of Mary Mary Mary is unintentional? ... that Fenny Nuli is the first Iban woman to serve as a Malaysian ambassador? ... that fossil traders frequently outline the antennae of the trilobite Megistaspis with "cat ears"? ... that Robert Henry Clarence , despite having significant debts, rejected a £4,000 payment because he refused to recognise Nicaragua's control over the Mosquito Coast ? ... that Future 's song " Codeine Crazy " plays on a radio station in Grand Theft Auto V ? ... that dal puri , a national dish in multiple countries, was introduced by Indian indentured labourers ? ... that Boris Alexander Krukoff fought in the Russian Civil War, went on expeditions to the Amazon, spied on the Ford Motor Company, smuggled Cinchona seeds, and owned plantations? Archive Start a new article Nominate an article In the news John Pardon In mathematics, the Fields Medal is awarded to Yu Deng , John Pardon (pictured) , Jacob Tsimerman and Hong Wang . Co-president of Nicaragua Daniel Ortega announces the suspension of the next general election , declaring that the country will no longer have elections . Andy Burnham succeeds Keir Starmer as Prime Minister of the United Kingdom and Leader of the Labour Party following a leadership election . Carlos Vila Nova is re-elected President of São Tomé and Príncipe . Ongoing : Iran war ( Lebanon war ) Russo-Ukrainian war timeline Recent deaths : Haim Yavin Héctor Ochoa Cárdenas Dudley Laufman Freddy Cannon John Esposito Jayden Dalke More current events Nominate an article On this day July 25 : Saint James's Day (Western Christianity); Tenjin Matsuri in Japan; National Day of Galicia ; Puerto Rico Constitution Day Central medallion of the Duffield Memorial 1261 – Struggle for Constantinople : Alexios Strategopoulos led Nicaean forces to recapture Constantinople , leading to the reestablishment of the Byzantine Empire and the end of the Latin Empire . 1591 – Eighty Years' War : Dutch and English forces relieved the siege of Knodsenburg in the Spanish Netherlands , having defeated the Duke of Parma 's army in the field. 1950 – Korean War : After American troops withdrew, North Korean forces captured the village of Yongdong in South Korea. 2001 – Phoolan Devi , a serving Indian member of Parliament , was shot outside her house in New Delhi , India. 2022 – The Duffield Memorial (central medallion pictured) in Great Baddow , an "unusual example of Art Nouveau design in metal work", was designated a listed building by Historic England . Sibylla, Queen of Jerusalem ( died&lt;/span>"}]]}'>d. 1190) Hulk ( born&lt;/span>"}]]}'>b. 1986) Chawarin Perdpiriyawong ( born&lt;/span>"}]]}'>b. 2001) David Trimble ( died&lt;/span>"}]]}'>d. 2022) More anniversaries: July 24 July 25 July 26 Archive By email List of days of the year About \n&lt;h2 id=\"mp-tfl-h2\" class=\"mp-h2\">From today&apos;s featured list&lt;/h2>\n&lt;div id=\"mp-tfl\" class=\"mp-contains-float\">{{#ifexist:Wikipedia:Today&apos;s featured list/{{#time:F j, Y}}|{{Wikipedia:Today&apos;s featured list/{{#time:F j, Y}}}}|{{TFLempty}}}}&lt;/div>\n&lt;/div>"}},"i":0}}]}'> (Check back later for today&apos;s.)&lt;/span>"}},"i":0}}]}'>Today's featured picture Lavaux is a region in the canton of Vaud in Switzerland, in the district of Lavaux-Oron . The region consists of 830 hectares (2,100 acres) of terraced vineyards that stretch for about 30 kilometres (19 mi) along the south-facing northern shores of Lake Geneva . The region is designated a UNESCO World Heritage Site with the formal name Lavaux, Vineyard Terraces. The vine terraces in the area date to the 11th century, under the rule of Benedictine and Cistercian monasteries. The main variety of wine grape grown here is Chasselas . This photograph shows an aerial view of the terraced vineyards of Lavaux near the village of Rivaz , overlooking Lake Geneva. Photograph credit: Lorenz Poffet Recently featured: Alexandre Dumas West Indian whistling duck God Speed Archive More featured pictures Other areas of Wikipedia Community portal – The central hub for editors, with resources, links, tasks, and announcements. Village pump – Forum for discussions about Wikipedia itself, including policies and technical issues. Site news – Sources of news about Wikipedia and the broader Wikimedia movement. Teahouse – Ask basic questions about using or editing Wikipedia. Help desk – Ask questions about using or editing Wikipedia. Reference desk – Ask research questions about encyclopedic topics. Content portals – A unique way to navigate the encyclopedia. Wikipedia's sister projects Wikipedia is written by volunteer editors and hosted by the Wikimedia Foundation , a non-profit organization that also hosts a range of other volunteer projects : Commons Free media repository MediaWiki Wiki software development Meta-Wiki Wikimedia project coordination Wikibooks Free textbooks and manuals Wikidata Free knowledge base Wi

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AgentSpeed score for en.wikipedia.org
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Full breakdown

11 pass4 warn13 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
fail
Sitemap present
No reachable sitemap.xml. Publish one and reference it in robots.txt.
0/100
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://en.wikipedia.org/wiki/Main_Page.
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 5.8% of HTML weight (14480/250651 bytes). Low. Markup may be crowding out agent-usable text.
43/100
skip
Content without JavaScript
Browser pass unavailable; cannot measure JS dependency.
warn
Heading hierarchy
Heading issues: 2 <h1> tags (expected 1).
75/100
pass
Cookie wall blocks content
No common consent-modal markers detected.
100/100
pass
Page title
A concise <title> is present (32 chars).
100/100
fail
Meta description
No <meta name="description">. Agents use it as a page summary; add a 50–200 character description.
0/100
Structured data
pass
JSON-LD present
Found 1 JSON-LD block.
100/100
warn
Structured data validates
1 recommended-field warning(s). First: Article recommends "description" (improves agent comprehension).
95/100
pass
Schema type coverage
Expected types declared: Article|BlogPosting|NewsArticle.
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
warn
Primary action reachable
Offering identified but no price or canonical CTA found.
60/100
pass
Reachability
HTTP 200 after 1 redirect.
100/100
Performance
pass
Time to first byte
TTFB 40ms. Healthy.
100/100
skip
Full render time
Full-render time unavailable (browser pass skipped or failed).
pass
Page weight
Initial document is a lean 245 KB.
100/100
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