www.worldbank.org

Report from 9/19/2026, 10:54:16 AM https://www.worldbank.org
Latest run · lab, cold cache
79
9/19/2026
28-day score · p75 · the standard
4/7 runs — building history (nightly)

Scored by v3 · source-of-truth hashes: score db860d6ac94e · thresholds e94f8b33e500 — verifiable against the canonical scorer.

The 28-day score is the p75 of nightly runs — the stable number to cite. Deterministic metrics (CRR/SSD/TC) show their latest value (they move only when the site changes); timing (TTFUT) and answer-fidelity (AF) are smoothed by 28-day p75 — the same lab-vs-field split Core Web Vitals uses. Synthetic daily measurement, not real-user field data.

Core Agent Vitals badge  Embed this badge

Show your agent-readiness score anywhere — it links back to this report.

[![Core Agent Vitals](https://agentvitals.dev/badge/worldbank.org.svg)](https://agentvitals.dev/results?url=https%3A%2F%2Fwww.worldbank.org)
<a href="https://agentvitals.dev/results?url=https%3A%2F%2Fwww.worldbank.org"><img src="https://agentvitals.dev/badge/worldbank.org.svg" alt="Core Agent Vitals" height="20"></a>
What AI tells your customers about youAgent confidence: MEDIUM
Business nameWorld Bank Group
CategoryOrganization
🟡Price$112 · guessed from page text (no structured data)
Location1818 H St NW, Washington, DC, 20433, US
Hoursnot found
Productsnot found
DescriptionWith 189 member countries, the World Bank Group is a unique global partnership fighting poverty worldwide through sustainable solutions.

An agent gets the basics but will guess on the gaps. 4/7 applicable facts come from machine-readable structured data.

79
Overall score
weighted CAV (0–100)
WARN
0–4950–8990–100

Metrics

89%
CRR Content Recovery Needs work
0.68
SSD Semantic Signal Density Good
695 tok
TC Token Cost Good
62 ms
TTFUT Time to First Useful Token N/A

Token Cost breakdown

Where the page's tokens go (≈13,232 across regions). 72% is non-content — chrome and boilerplate an agent pays for. Add landmark roles (main/nav/header/footer) so agents can skip it.

Content
27.8% · 3,685
Chrome (nav / header / footer)
68% · 8,995
Boilerplate (cookie / ad)
4.1% · 543
Other
0.1% · 9

Final screenshot

Final screenshot of https://www.worldbank.org

Diagnostics

high TC 72.2% of tokens are non-content (boilerplate/chrome)

agent representation — token decomposition

EvidenceToken decomposition: content 27.8%, chrome 68%, boilerplate 4.1%, other 0.1%. Only 27.799999999999997% of the agent's tokens are real content.
ImpactAn agent pays for boilerplate on every request and has less context left for the real content.
Effort30–90 min

Fix: Strip repeated nav/header/footer/cookie chrome from the agent-visible output; wrap content in <main>/<article> so the extractor keeps signal and drops boilerplate.

medium CRR Content is hidden behind JavaScript

pre-JS raw HTML

Evidence11% of content requires JS · 89% of rendered content recovered (rest is placeholder/wrong)
ImpactA non-rendering agent never sees the JS-injected content.
Effort1–4 h

Fix: Server-render or statically generate the main content so a non-JS agent still receives it; make client rendering a progressive enhancement, not the source of truth.

Rendered profile: headless

Agent Discoverability 88/100 · Agent Ready

Access & discovery checks — separate from the gated CAV metrics above. Click an issue for business impact, what we measured, and how to fix. · Take the Agent Readiness course →

Agent files & endpoints

llms.txt Absent at /llms.txt and /.well-known/llms.txt Learn →
robots.txt (AI bots) Major AI bots allowed Learn →
sitemap.xml Found at /sitemap.xml Learn →
JSON-LD structured data Types: Organization, WebSite, WebPage, BreadcrumbList Learn →
~ agents.json Absent (emerging standard) Learn →
~ WebMCP endpoint Absent (emerging standard) Learn →
~ OpenAPI / API docs No OpenAPI/Swagger found Learn →

Issues (4)

llms.txt present high impact Absent at /llms.txt and /.well-known/llms.txt

Business impact llms.txt is the robots.txt for AI: it tells agents what your site is, what matters, and where to find it. Without it AI guesses — and guessing means inaccurate recommendations and lost visibility.

What we measured We fetch /llms.txt and /.well-known/llms.txt and validate the spec (H1 title + a one-line blockquote summary). We also note /llms-full.txt (your full content as Markdown).

How to fix Create /llms.txt with a short summary + key pages; optionally /llms-full.txt with full content in Markdown.

Learn how to implement →

# Your Site
> One-line description for AI agents.

## Key pages
- /products — catalog
- /pricing — plans
- /docs — documentation

Spec: https://llmstxt.org

~ agents.json discovery low impact Absent (emerging standard)

Business impact agents.json describes what your site can DO for agents (services, endpoints, capabilities) — an emerging discovery standard. Early adopters get native agent integration.

What we measured We check /agents.json and /.well-known/agents.json for a valid configuration.

How to fix Publish /agents.json describing your site's capabilities and actions.

Learn how to implement →

Spec: https://github.com/wild-card-ai/agents-json

~ WebMCP endpoint low impact Absent (emerging standard)

Business impact WebMCP lets agents call actions on your site directly (book, buy, query) instead of scraping the DOM. Early adopters get native AI-agent interoperability.

What we measured We check /.well-known/webmcp and /webmcp.json for a valid actions array.

How to fix Add a WebMCP endpoint exposing your key actions to agents.

Learn how to implement →

Spec: https://webmcp.org

~ API documentation low impact No OpenAPI/Swagger found

Business impact Programmatic agents prefer a typed API. An OpenAPI/Swagger spec lets them integrate without scraping.

What we measured We probe /openapi.json, /swagger.json, /api-docs and /.well-known/openapi.json.

How to fix Publish an OpenAPI spec at a well-known path.

Learn how to implement →

Spec: https://www.openapis.org/

Passed audits (8)

✓ robots.txt allows AI bots✓ No CAPTCHA wall✓ No content-blocking cookie wall✓ Machine-readable prices✓ No login wall on public content✓ Structured data (JSON-LD)✓ XML sitemap present + fresh✓ Server response (TTFB)

Transport & Trust (SEC 1.0.0)

HTTPS, HSTS, CSP, sniffing, referrer and CORS posture. Diagnostic only — this does not affect the CAV score. A security header does not make a page more legible to an agent, so scoring it would reward a CDN toggle that changes nothing an agent can recover. We measure it and say so.

70Transport posture (0–100, unscored)
3pass
1warn
1fail
Per-header findings (6)
HeaderEvidence
✅ HTTPSserved over HTTPS
✅ HSTSmax-age=63072000; includeSubDomains
❌ Content-Security-Policyno content-security-policy header
✅ X-Content-Type-Optionsnosniff
⚠️ Referrer-Policyno referrer-policy header (browser default applies)
➖ CORS exposureno CORS headers on the document (normal for an HTML page)
Full profile — how to improve · unused JS · network · timing

How to improve

mediumSplit the heaviest unused bundle

otBannerSdk.js — 130 KiB transferred, 62.2% unused (third-party)

EvidenceCDP JS coverage: 81 KiB of this bundle is never executed on load.
Impact~-81 KiB transfer; lower Token Cost + faster agent parse.
Effort30–90 min
FixDynamic-import() the below-the-fold parts of otBannerSdk.js, or drop unused dependencies. It is third-party — lazy-load or remove it.
mediumCut third-party weight

facebook.net — 240 KiB, 4 requests

EvidenceThird-party is 36.5% of total transfer (63 requests); facebook.net is the largest.
ImpactFewer bytes + main-thread stalls before your content settles for an agent.
Effort1–3 h
FixLazy-load, self-host, or remove facebook.net; defer non-critical third-party scripts.
mediumReduce layout shift

cumulative layout shift

EvidenceCLS is 0.18.
ImpactStable layout for render + screenshot.
Effort30–60 min
FixSet explicit width/height on images; reserve space for late-loading content.
mediumCut total transfer weight

2.6 MB total

Evidence2.6 MB transferred.
ImpactCheaper, faster fetch on slow links.
Effort1–3 h
FixEnable Brotli, serve WebP/AVIF images, defer non-critical resources.

Third-party impact

63 third-party requests · 985 KiB (36.5% of transfer) · 120 ms main-thread — code an agent must also fetch/run before your content settles. Fewer, lazier third-parties = faster, cheaper agent reads.

Third-party domainReqsTransferMain-thread
facebook.net4240 KiB
cookielaw.org12214 KiB
googletagmanager.com1163 KiB13 ms
adobedtm.com11144 KiB107 ms
qualtrics.com7107 KiB
crazyegg.com466 KiB
licdn.com121 KiB
youtube.com212 KiB
cloudflareinsights.com110 KiB
doubleclick.net33 KiB
demdex.net42 KiB
googleadservices.com21 KiB

Wasted JavaScript (by bundle)

Transfer-accurate — each bundle's transfer size × its unused %, ranked by wasted bytes (the biggest code-splitting wins). Unused JS also inflates Token Cost (TC).

BundleTransferUnusedWasted
https://cdn.cookielaw.org/scripttemplates/202603.1.0/otBannerSdk.js 3P130 KiB62.2%81 KiB
https://www.googletagmanager.com/gtag/js?id=AW-972661263 3P163 KiB46.1%75 KiB
https://connect.facebook.net/en_US/bundle/sdk.js/ 3P79 KiB74%59 KiB
https://script.crazyegg.com/pages/versioned/common-scripts/f8564cac4ca88673dae33c96891cc7d0.js 3P60 KiB83.1%50 KiB
https://assets.adobedtm.com/223f6e2cf7c9/3eb6c9b72a93/launch-7bc0cdc67098.min.js 3P108 KiB45.5%49 KiB
https://connect.facebook.net/en_US/fbevents.js 3P108 KiB44.8%48 KiB
https://siteintercept.qualtrics.com/dxjsmodule/626.848665a0a9c3ddf336b8.chunk.js?Q_CLIENTVERSION=2.57.0&Q_CLIENTTYPE=web&Q_BRANDID=www.worldbank.org 3P39 KiB72.2%28 KiB
https://siteintercept.qualtrics.com/dxjsmodule/CoreModule.js?Q_CLIENTVERSION=2.57.0&Q_CLIENTTYPE=web&Q_BRANDID=wbgwebvisitor 3P33 KiB78.9%26 KiB
https://assets.adobedtm.com/223f6e2cf7c9/3eb6c9b72a93/413b17254114/EX51e37310f3ce49768fc15025b0a40207-libraryCode_source.min.js 3P27 KiB60%16 KiB
https://siteintercept.qualtrics.com/dxjsmodule/881.d8599d262e6546821b06.chunk.js?Q_CLIENTVERSION=2.57.0&Q_CLIENTTYPE=web&Q_BRANDID=www.worldbank.org 3P18 KiB89.3%16 KiB
https://snap.licdn.com/li.lms-analytics/insight.min.js 3P21 KiB68.8%15 KiB
https://www.worldbank.org/ext/scripts/utils.js17 KiB81.9%14 KiB
https://connect.facebook.net/signals/config/1458892451075570?v=2.9.403&r=stable&domain=www.worldbank.org&hme=ecef7557496abce7ebfd30d9fec7f02b78383ffbf3f454783aea671f0dea1dfc&ex_m=117%2C234%2C168%2C27%2C81%2C82%2C160%2C77%2C76%2C11%2C178%2C101%2C20%2C152%2C140%2C46%2C84%2C89%2C148%2C173%2C180%2C8%2C4%2C5%2C7%2C6%2C3%2C102%2C114%2C32%2C17%2C31%2C18%2C33%2C34%2C35%2C37%2C55%2C161%2C86%2C125%2C22%2C24%2C51%2C47%2C49%2C48%2C94%2C103%2C107%2C123%2C159%2C162%2C53%2C124%2C29%2C26%2C132%2C78%2C43%2C164%2C163%2C165%2C156%2C154%2C30%2C42%2C66%2C122%2C175%2C79%2C21%2C127%2C92%2C75%2C23%2C96%2C97%2C129%2C95%2C150%2C149%2C153%2C108%2C174%2C177%2C41%2C56%2C126%2C54%2C182%2C109%2C181%2C201%2C248%2C83%2C262%2C261%2C260%2C14%2C25%2C28%2C40%2C62%2C116%2C68%2C10%2C72%2C110%2C111%2C112%2C118%2C143%2C38%2C36%2C145%2C146%2C147%2C142%2C141%2C169%2C85%2C172%2C170%2C171%2C57%2C67%2C136%2C19%2C176%2C52%2C311%2C312%2C313%2C310%2C326%2C351%2C241%2C230%2C69%2C231%2C229%2C354%2C345%2C59%2C242%2C120%2C144%2C91%2C134%2C61%2C133%2C139%2C138%2C65%2C73%2C71%2C166%2C87%2C88%2C128%2C44%2C39%2C60%2C63%2C113%2C179%2C1%2C137%2C16%2C135%2C12%2C2%2C64%2C104%2C15%2C74%2C70%2C131%2C100%2C99%2C184%2C185%2C105%2C106%2C9%2C115%2C183%2C58%2C157%2C98%2C90%2C80%2C130%2C119%2C50%2C158%2C0%2C93%2C151%2C155%2C167%2C45%2C121%2C13%2C186 3P46 KiB25.6%12 KiB
https://www.youtube.com/s/player/4fd832e7/www-widgetapi.vflset/www-widgetapi.js 3P9 KiB79.9%7 KiB
https://www.worldbank.org/ext/scripts/scripts.js11 KiB63.5%7 KiB

Network

149Requests
2698 KiBTransferred
60Scripts
36.5%3rd-party
2Long tasks
Image (31)
1370 KiB
Script (60)
1012 KiB
Font (3)
116 KiB
Fetch (21)
90 KiB
Stylesheet (19)
85 KiB
XHR (11)
11 KiB
Document (2)
9 KiB
Other (2)
5 KiB
Heaviest requests (30)
URLTypeStatusTransfer
https://www.worldbank.org/ext/en/media_1afb1089ed329f9013e49cf83c8a7c5336ea067de.avif?width=2000&format=webply&optimize=mediumImage200401 KiB
https://www.worldbank.org/ext/en/media_1e9974aeec8060c513a8ca2226c965b849847aa37.avif?width=2000&format=webply&optimize=mediumImage200204 KiB
https://www.googletagmanager.com/gtag/js?id=AW-972661263Script200163 KiB
https://www.worldbank.org/ext/en/media_1974bf2f4c64798c4b1e7028045b8350d19c2c50a.avif?width=2000&format=webply&optimize=mediumImage200144 KiB
https://cdn.cookielaw.org/scripttemplates/202603.1.0/otBannerSdk.jsScript200130 KiB
https://assets.adobedtm.com/223f6e2cf7c9/3eb6c9b72a93/launch-7bc0cdc67098.min.jsScript200108 KiB
https://connect.facebook.net/en_US/fbevents.jsScript200108 KiB
https://www.worldbank.org/ext/en/media_17e7458b367a679d4fbe24c71a697083fa498fb24.avif?width=2000&format=webply&optimize=mediumImage200101 KiB
https://connect.facebook.net/en_US/bundle/sdk.js/Script20079 KiB
https://www.worldbank.org/ext/en/media_19756e454f81795b800ad6bf7da9bfc233559a736.avif?width=2000&format=webply&optimize=mediumImage20075 KiB
https://www.worldbank.org/ext/icons/swoosh-desktop.svgImage20072 KiB
https://www.worldbank.org/ext/en/media_1d25124d4d34553afdbb34b6005dd8f87a7fce0d9.avif?width=2000&format=webply&optimize=mediumImage20065 KiB
https://www.worldbank.org/ext/en/media_11d3bb51cc7a4347738e123453aa9db1c488deac6.avif?width=2000&format=webply&optimize=mediumImage20061 KiB
https://script.crazyegg.com/pages/versioned/common-scripts/f8564cac4ca88673dae33c96891cc7d0.jsScript20060 KiB
https://www.worldbank.org/content/dam/sites/service/header/img/am/background.svgImage20059 KiB
https://www.worldbank.org/ext/fonts/OpenSans-Regular.woff2Font20059 KiB
https://www.worldbank.org/ext/en/media_1268de5d78d8d9df353295aed73238f2b93e056ad.avif?width=2000&format=webply&optimize=mediumImage20054 KiB
https://connect.facebook.net/signals/config/1458892451075570?v=2.9.403&r=stable&domain=www.worldbank.org&hme=ecef7557496abce7ebfd30d9fec7f02b78383ffbf3f454783aea671f0dea1dfc&ex_m=117%2C234%2C168%2C27%2C81%2C82%2C160%2C77%2C76%2C11%2C178%2C101%2C20%2C152%2C140%2C46%2C84%2C89%2C148%2C173%2C180%2C8%2C4%2C5%2C7%2C6%2C3%2C102%2C114%2C32%2C17%2C31%2C18%2C33%2C34%2C35%2C37%2C55%2C161%2C86%2C125%2C22%2C24%2C51%2C47%2C49%2C48%2C94%2C103%2C107%2C123%2C159%2C162%2C53%2C124%2C29%2C26%2C132%2C78%2C43%2C164%2C163%2C165%2C156%2C154%2C30%2C42%2C66%2C122%2C175%2C79%2C21%2C127%2C92%2C75%2C23%2C96%2C97%2C129%2C95%2C150%2C149%2C153%2C108%2C174%2C177%2C41%2C56%2C126%2C54%2C182%2C109%2C181%2C201%2C248%2C83%2C262%2C261%2C260%2C14%2C25%2C28%2C40%2C62%2C116%2C68%2C10%2C72%2C110%2C111%2C112%2C118%2C143%2C38%2C36%2C145%2C146%2C147%2C142%2C141%2C169%2C85%2C172%2C170%2C171%2C57%2C67%2C136%2C19%2C176%2C52%2C311%2C312%2C313%2C310%2C326%2C351%2C241%2C230%2C69%2C231%2C229%2C354%2C345%2C59%2C242%2C120%2C144%2C91%2C134%2C61%2C133%2C139%2C138%2C65%2C73%2C71%2C166%2C87%2C88%2C128%2C44%2C39%2C60%2C63%2C113%2C179%2C1%2C137%2C16%2C135%2C12%2C2%2C64%2C104%2C15%2C74%2C70%2C131%2C100%2C99%2C184%2C185%2C105%2C106%2C9%2C115%2C183%2C58%2C157%2C98%2C90%2C80%2C130%2C119%2C50%2C158%2C0%2C93%2C151%2C155%2C167%2C45%2C121%2C13%2C186Script20046 KiB
https://siteintercept.qualtrics.com/dxjsmodule/626.848665a0a9c3ddf336b8.chunk.js?Q_CLIENTVERSION=2.57.0&Q_CLIENTTYPE=web&Q_BRANDID=www.worldbank.orgScript20039 KiB
https://www.worldbank.org/ext/fonts/loopicon.ttf?5ejhciFont20039 KiB
https://cdn.cookielaw.org/consent/019193fb-cd58-7946-a2d0-aaadadb95f80/01974121-ce09-723d-8651-9ac63d76c66f/en.jsonFetch20039 KiB
https://www.worldbank.org/ext/en/media_1d4de342edd3c49b2b3bcef9f5a44a3b8e9435f42.avif?width=2000&format=webply&optimize=mediumImage20039 KiB
https://siteintercept.qualtrics.com/dxjsmodule/CoreModule.js?Q_CLIENTVERSION=2.57.0&Q_CLIENTTYPE=web&Q_BRANDID=wbgwebvisitorScript20033 KiB
https://www.worldbank.org/ext/en/media_1521d67af199e2edbd3b76153385edd768afa7420.avif?width=2000&format=webply&optimize=mediumImage20031 KiB
https://assets.adobedtm.com/223f6e2cf7c9/3eb6c9b72a93/413b17254114/EX51e37310f3ce49768fc15025b0a40207-libraryCode_source.min.jsScript20027 KiB
https://snap.licdn.com/li.lms-analytics/insight.min.jsScript20021 KiB
https://www.worldbank.org/content/dam/sites/service/header/img/am/am-en-logo.svgImage20021 KiB
https://www.worldbank.org/ext/fonts/OpenSans-Bold.woff2Font20018 KiB
https://www.worldbank.org/ext/styles/styles.cssStylesheet20018 KiB
https://siteintercept.qualtrics.com/dxjsmodule/881.d8599d262e6546821b06.chunk.js?Q_CLIENTVERSION=2.57.0&Q_CLIENTTYPE=web&Q_BRANDID=www.worldbank.orgScript20018 KiB

Long tasks (>50 ms)

StartDuration
313 ms58 ms
750 ms54 ms
Analyzing…
running mobile + desktop · ~30s