www.jetbrains.com
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.
An agent is likely to fabricate missing details rather than say “I don’t know”. 1/7 applicable facts come from machine-readable structured data.
Metrics
Token Cost breakdown
Where the page's tokens go (≈7,888 across regions). 67% is non-content — chrome and boilerplate an agent pays for. Add landmark roles (main/nav/header/footer) so agents can skip it.
Final screenshot
Diagnostics
pre-JS raw HTML
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.
agent representation — token decomposition
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.
Rendered profile: headless
Metrics
Token Cost breakdown
Where the page's tokens go (≈6,481 across regions). 62% is non-content — chrome and boilerplate an agent pays for. Add landmark roles (main/nav/header/footer) so agents can skip it.
Final screenshot
Diagnostics
pre-JS raw HTML
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.
agent representation — token decomposition
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.
Rendered profile: headless
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
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.
# Your Site
> One-line description for AI agents.
## Key pages
- /products — catalog
- /pricing — plans
- /docs — documentationSpec: 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.
~ 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.
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.
Passed audits (8)
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.
Per-header findings (6)
| Header | Evidence |
|---|---|
| ✅ HTTPS | served over HTTPS |
| ✅ HSTS | max-age=31536000; |
| ❌ Content-Security-Policy | no content-security-policy header |
| ✅ X-Content-Type-Options | nosniff |
| ✅ Referrer-Policy | same-origin |
| ➖ CORS exposure | no CORS headers on the document (normal for an HTML page) |
How to improve
common.aa1fe9ed6fa0a9f81ead.js — 1445 KiB transferred, 42.2% unused
longest task 325 ms (10 total)
cumulative layout shift
9.5 MB total
Third-party impact
81 third-party requests · 1695 KiB (17.4% of transfer) · 1438 ms main-thread — code an agent must also fetch/run before your content settles. Fewer, lazier third-parties = faster, cheaper agent reads.
| Third-party domain | Reqs | Transfer | Main-thread |
|---|---|---|---|
| googletagmanager.com | 6 | 1027 KiB | 228 ms |
| facebook.net | 2 | 233 KiB | 533 ms |
| tiktok.com | 4 | 152 KiB | 62 ms |
| amazonaws.com | 1 | 63 KiB | 48 ms |
| cookiehub.eu | 3 | 46 KiB | — |
| licdn.com | 2 | 39 KiB | 26 ms |
| clarity.ms | 4 | 27 KiB | 93 ms |
| nrich.ai | 5 | 20 KiB | 88 ms |
| bing.com | 4 | 16 KiB | 82 ms |
| quora.com | 2 | 15 KiB | 30 ms |
| ads-twitter.com | 1 | 14 KiB | 122 ms |
| redditstatic.com | 1 | 13 KiB | 95 ms |
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).
| Bundle | Transfer | Unused | Wasted |
|---|---|---|---|
| https://www.jetbrains.com/_assets/common.aa1fe9ed6fa0a9f81ead.js | 1445 KiB | 42.2% | 609 KiB |
| https://www.jetbrains.com/_assets/default-page.6d2cf77c31cec807f850.js | 213 KiB | 60.3% | 128 KiB |
| https://www.googletagmanager.com/gtag/js?id=AW-1071903267&cx=c>m=4e6831 3P | 157 KiB | 71.4% | 112 KiB |
| https://www.googletagmanager.com/gtm.js?id=GTM-NL29B334>m=4e6831 3P | 174 KiB | 49.6% | 86 KiB |
| https://www.googletagmanager.com/gtag/js?id=G-9J976DJZ68&cx=c>m=4e6831 3P | 182 KiB | 45% | 82 KiB |
| https://www.googletagmanager.com/gtag/js?id=G-M8TDRLXFQH&cx=c>m=4e6831 3P | 150 KiB | 52% | 78 KiB |
| https://www.googletagmanager.com/gtag/js?id=AW-963127096&cx=c>m=4e6831 3P | 157 KiB | 48.6% | 76 KiB |
| https://analytics.tiktok.com/i18n/pixel/static/main.MTAwMWEwYTFlMA.js 3P | 109 KiB | 66.9% | 73 KiB |
| https://www.googletagmanager.com/gtm.js?id=GTM-5P98 3P | 209 KiB | 32.8% | 68 KiB |
| https://connect.facebook.net/en_US/fbevents.js 3P | 104 KiB | 42.8% | 44 KiB |
| https://resources.jetbrains.com/storage/optly/26613100737.js | 128 KiB | 34.6% | 44 KiB |
| https://connect.facebook.net/signals/config/357569036421264?v=2.9.370&r=stable&domain=www.jetbrains.com&hme=589ca7d2e122c6385be4e33d0bc38dace8e88b62db3f4bee0e6f01d386858e70&ex_m=108%2C210%2C160%2C22%2C73%2C74%2C151%2C69%2C68%2C11%2C169%2C93%2C16%2C143%2C131%2C39%2C76%2C81%2C139%2C165%2C171%2C26%2C27%2C28%2C30%2C48%2C152%2C78%2C116%2C18%2C20%2C44%2C40%2C42%2C41%2C86%2C95%2C99%2C114%2C150%2C153%2C46%2C115%2C24%2C21%2C123%2C70%2C36%2C155%2C154%2C156%2C147%2C145%2C25%2C35%2C59%2C113%2C167%2C71%2C17%2C158%2C118%2C84%2C67%2C19%2C88%2C89%2C120%2C87%2C141%2C140%2C144%2C100%2C166%2C34%2C49%2C117%2C47%2C8%2C4%2C5%2C7%2C6%2C3%2C94%2C105%2C172%2C177%2C224%2C75%2C237%2C236%2C235%2C23%2C33%2C55%2C107%2C61%2C10%2C64%2C101%2C102%2C103%2C109%2C134%2C31%2C29%2C136%2C137%2C138%2C133%2C132%2C161%2C77%2C164%2C162%2C163%2C50%2C60%2C127%2C15%2C168%2C45%2C281%2C282%2C280%2C295%2C313%2C217%2C206%2C62%2C207%2C205%2C316%2C307%2C52%2C218%2C111%2C135%2C83%2C125%2C54%2C124%2C130%2C129%2C58%2C65%2C63%2C157%2C79%2C80%2C119%2C37%2C32%2C53%2C56%2C104%2C170%2C1%2C128%2C14%2C126%2C12%2C2%2C57%2C96%2C66%2C122%2C92%2C91%2C173%2C174%2C97%2C98%2C9%2C106%2C51%2C148%2C90%2C82%2C72%2C121%2C110%2C43%2C149%2C0%2C85%2C142%2C146%2C159%2C38%2C112%2C13%2C175 3P | 129 KiB | 30.3% | 39 KiB |
| https://capi-automation.s3.us-east-2.amazonaws.com/public/client_js/capiParamBuilder/clientParamBuilder.bundle.js 3P | 63 KiB | 49.9% | 32 KiB |
| https://cdn.cookiehub.eu/c2/0acea1b9.js 3P | 38 KiB | 59.8% | 23 KiB |
| https://www.jetbrains.com/_assets/banner-rotator.entry.816ee5c33b3e4e5a8f60.js | 25 KiB | 56.8% | 14 KiB |
Network
Heaviest requests (30)
| URL | Type | Status | Transfer |
|---|---|---|---|
| https://www.jetbrains.com/img/home-page/screenshots/rider.gif | Image | 200 | 3490 KiB |
| https://www.jetbrains.com/_assets/common.aa1fe9ed6fa0a9f81ead.js | Script | 200 | 1445 KiB |
| https://www.jetbrains.com/_assets/www/img/home-page/teamcity-pipe.725efa6d54ebb255f324.png | Image | 200 | 501 KiB |
| https://www.jetbrains.com/_assets/www/part/banner-section/air-banner/air-banner-background.abf20a853a51187fcc3f.png | Image | 200 | 352 KiB |
| https://www.jetbrains.com/img/home-page/rider-main-window.png | Image | 200 | 242 KiB |
| https://www.jetbrains.com/img/home-page/pycharm-main-window.png | Image | 200 | 241 KiB |
| https://www.jetbrains.com/img/home-page/webstorm-main-window.png | Image | 200 | 235 KiB |
| https://www.jetbrains.com/img/home-page/idea-main-window.png | Image | 200 | 234 KiB |
| https://www.jetbrains.com/_assets/default-page.6d2cf77c31cec807f850.js | Script | 200 | 213 KiB |
| https://www.googletagmanager.com/gtm.js?id=GTM-5P98 | Script | 200 | 209 KiB |
| https://www.googletagmanager.com/gtag/js?id=G-9J976DJZ68&cx=c>m=4e6831 | Script | 200 | 182 KiB |
| https://www.googletagmanager.com/gtm.js?id=GTM-NL29B334>m=4e6831 | Script | 200 | 174 KiB |
| https://www.googletagmanager.com/gtag/js?id=AW-963127096&cx=c>m=4e6831 | Script | 200 | 157 KiB |
| https://www.googletagmanager.com/gtag/js?id=AW-1071903267&cx=c>m=4e6831 | Script | 200 | 157 KiB |
| https://www.googletagmanager.com/gtag/js?id=G-M8TDRLXFQH&cx=c>m=4e6831 | Script | 200 | 150 KiB |
| https://www.jetbrains.com/_assets/www/part/banner-section/air-banner/onboarding-parallel-tasks.271c49a270814482ac23.png | Image | 200 | 149 KiB |
| https://www.jetbrains.com/img/home-page/screenshots/pycharm.svg | Image | 200 | 147 KiB |
| https://connect.facebook.net/signals/config/357569036421264?v=2.9.370&r=stable&domain=www.jetbrains.com&hme=589ca7d2e122c6385be4e33d0bc38dace8e88b62db3f4bee0e6f01d386858e70&ex_m=108%2C210%2C160%2C22%2C73%2C74%2C151%2C69%2C68%2C11%2C169%2C93%2C16%2C143%2C131%2C39%2C76%2C81%2C139%2C165%2C171%2C26%2C27%2C28%2C30%2C48%2C152%2C78%2C116%2C18%2C20%2C44%2C40%2C42%2C41%2C86%2C95%2C99%2C114%2C150%2C153%2C46%2C115%2C24%2C21%2C123%2C70%2C36%2C155%2C154%2C156%2C147%2C145%2C25%2C35%2C59%2C113%2C167%2C71%2C17%2C158%2C118%2C84%2C67%2C19%2C88%2C89%2C120%2C87%2C141%2C140%2C144%2C100%2C166%2C34%2C49%2C117%2C47%2C8%2C4%2C5%2C7%2C6%2C3%2C94%2C105%2C172%2C177%2C224%2C75%2C237%2C236%2C235%2C23%2C33%2C55%2C107%2C61%2C10%2C64%2C101%2C102%2C103%2C109%2C134%2C31%2C29%2C136%2C137%2C138%2C133%2C132%2C161%2C77%2C164%2C162%2C163%2C50%2C60%2C127%2C15%2C168%2C45%2C281%2C282%2C280%2C295%2C313%2C217%2C206%2C62%2C207%2C205%2C316%2C307%2C52%2C218%2C111%2C135%2C83%2C125%2C54%2C124%2C130%2C129%2C58%2C65%2C63%2C157%2C79%2C80%2C119%2C37%2C32%2C53%2C56%2C104%2C170%2C1%2C128%2C14%2C126%2C12%2C2%2C57%2C96%2C66%2C122%2C92%2C91%2C173%2C174%2C97%2C98%2C9%2C106%2C51%2C148%2C90%2C82%2C72%2C121%2C110%2C43%2C149%2C0%2C85%2C142%2C146%2C159%2C38%2C112%2C13%2C175 | Script | 200 | 129 KiB |
| https://resources.jetbrains.com/storage/optly/26613100737.js | Script | 200 | 128 KiB |
| https://analytics.tiktok.com/i18n/pixel/static/main.MTAwMWEwYTFlMA.js | Script | 200 | 109 KiB |
| https://www.jetbrains.com/_assets/common.e60128ad0953cebff3f1.css | Stylesheet | 200 | 106 KiB |
| https://connect.facebook.net/en_US/fbevents.js | Script | 200 | 104 KiB |
| https://resources.jetbrains.com/storage/jetbrains-mono/v2.304/webfonts/JetBrainsMono-Bold.woff2 | Font | 200 | 93 KiB |
| https://www.jetbrains.com/img/home-page/screenshots/idea.svg | Image | 200 | 83 KiB |
| https://www.jetbrains.com/img/home-page/screenshots/webstorm.svg | Image | 200 | 79 KiB |
| https://capi-automation.s3.us-east-2.amazonaws.com/public/client_js/capiParamBuilder/clientParamBuilder.bundle.js | Script | 200 | 63 KiB |
| https://www.jetbrains.com/_assets/common-ui/styles/fonts/JetBrainsSans[wght].a651abb3bd10dc917802.woff2 | Font | 200 | 59 KiB |
| https://www.jetbrains.com/img/home-page/teamcity-pipe.png | Image | 200 | 42 KiB |
| https://analytics.tiktok.com/i18n/pixel/static/identify_ea043f1c.js | Script | 200 | 40 KiB |
| https://cdn.cookiehub.eu/c2/0acea1b9.js | Script | 200 | 38 KiB |
Long tasks (>50 ms)
| Start | Duration |
|---|---|
| 4291 ms | 325 ms |
| 4989 ms | 217 ms |
| 566 ms | 212 ms |
| 4725 ms | 208 ms |
| 358 ms | 206 ms |
| 151 ms | 199 ms |
| 2097 ms | 194 ms |
| 866 ms | 176 ms |
| 1914 ms | 167 ms |
| 13299 ms | 163 ms |