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www.redis.io

Report from 8/4/2026, 10:05:51 AM https://www.redis.io
Latest run · lab, cold cache
41
8/4/2026
28-day score · p75 · the standard
41
12 runs
CRR22%latest
SSD60%latest
TC297 toklatest
TTFUT354 ms28-day p75

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/redis.io.svg)](https://agentvitals.dev/results?url=https%3A%2F%2Fwww.redis.io)
<a href="https://agentvitals.dev/results?url=https%3A%2F%2Fwww.redis.io"><img src="https://agentvitals.dev/badge/redis.io.svg" alt="Core Agent Vitals" height="20"></a>
What AI tells your customers about youAgent confidence: LOW
✅Business nameRedis
✅CategoryOrganization
❌Pricenot found
❌Locationnot found
❌Hoursnot found
❌Productsnot found
🟡DescriptionDevelopers love Redis. Unlock the full potential of the Redis database with Redis Enterprise and start building blazing fast apps. · guessed from page text (no structured data)

An agent is likely to fabricate missing details rather than say “I don’t know”. 2/7 applicable facts come from machine-readable structured data.

DesktopMobile
41
Overall score
weighted CAV (0–100)
FAIL
0–4950–8990–100

Metrics

22%
CRR Content Recovery Poor
0.60
SSD Semantic Signal Density Needs work
297 tok
TC Token Cost Good
308 ms
TTFUT Time to First Useful Token N/A

Token Cost breakdown

Where the page's tokens go (≈8,130 across regions). 64% is non-content — chrome and boilerplate an agent pays for. Add landmark roles (main/nav/header/footer) so agents can skip it.

Content
35.7% · 2,903
Chrome (nav / header / footer)
60.9% · 4,948
Boilerplate (cookie / ad)
0.7% · 56
Other
2.7% · 223

Final screenshot

Final screenshot of https://www.redis.io

Diagnostics

high CRR Content is hidden behind JavaScript

pre-JS raw HTML

Evidence78% of content requires JS · 22% 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.

high TC 64.3% of tokens are non-content (boilerplate/chrome)

agent representation — token decomposition

EvidenceToken decomposition: content 35.7%, chrome 60.9%, boilerplate 0.7%, other 2.7%. Only 35.7% 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 SSD Low signal-to-noise for agents

content vs chrome/boilerplate

Evidencesignal 0.17 · generic JSON-LD 1/1
ImpactAgent spends tokens parsing nav/boilerplate instead of content.
Effort30–90 min

Fix: Wrap the real content in <main>/<article>, cut repeated nav/boilerplate, and keep the primary content dense and early in the DOM.

Rendered profile: headless

Agent Discoverability 72/100 · Needs Work

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) No robots.txt → nothing blocked Learn →
✗ sitemap.xml No /sitemap.xml Learn →
✓ JSON-LD structured data Types: WebPage, Organization, BreadcrumbList Learn →
~ agents.json Absent (emerging standard) Learn →
~ WebMCP endpoint Absent (emerging standard) Learn →
~ OpenAPI / API docs No OpenAPI/Swagger found Learn →

Issues (6)

~ No content-blocking cookie wall medium impact Consent platform: trustarc (verify it doesn't block content)

Business impact A consent wall that hides content until a click is invisible to agents — they cannot click 'Accept'.

What we measured We fingerprint OneTrust, Cookiebot, Usercentrics and similar managers and flag content-blocking ones.

How to fix Use an overlay banner that leaves content in the DOM, not a blocking interstitial.

Spec: https://gdpr.eu/cookies/

✗ 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

✗ XML sitemap present medium impact No /sitemap.xml

Business impact A sitemap is your table of contents for AI crawlers. Without it agents follow homepage links and miss deep pages (products, docs, pricing) — shrinking what they can recommend.

What we measured We fetch /sitemap.xml (and /sitemap_index.xml), confirm valid XML with <loc> entries, and check <lastmod> freshness.

How to fix Generate an XML sitemap of all public pages with current lastmod dates and reference it in robots.txt.

Learn how to implement →

# robots.txt
Sitemap: https://example.com/sitemap.xml

Spec: https://www.sitemaps.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 (6)

✓ robots.txt allows AI bots✓ No CAPTCHA wall✓ Machine-readable prices✓ No login wall on public content✓ Structured data (JSON-LD)✓ 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.

66Transport posture (0–100, unscored)
2pass
2warn
1fail
Per-header findings (6)
HeaderEvidence
✅ HTTPSserved over HTTPS
⚠️ HSTSmax-age=10368000 is below the 180-day baseline
✅ Content-Security-Policypolicy present, script-src does not allow inline
❌ X-Content-Type-Optionsmissing nosniff
⚠️ 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

highSplit the heaviest unused bundlehighest leverage

345b55919de5beaa.js — 1268 KiB transferred, 99.9% unused

EvidenceCDP JS coverage: 1267 KiB of this bundle is never executed on load.
Impact~-1267 KiB transfer; lower Token Cost + faster agent parse.
Effort30–90 min
FixDynamic-import() the below-the-fold parts of 345b55919de5beaa.js, or drop unused dependencies.
highBreak up long main-thread tasks

longest task 1015 ms (10 total)

EvidenceMain thread blocked 1015 ms by the longest task.
ImpactFaster interactivity + content settling.
Effort1–4 h
FixSplit heavy work, defer third-party scripts, move compute off the main thread.
mediumCut total transfer weight

17.7 MB total

Evidence17.7 MB transferred.
ImpactCheaper, faster fetch on slow links.
Effort1–3 h
FixEnable Brotli, serve WebP/AVIF images, defer non-critical resources.

Third-party impact

157 third-party requests · 2299 KiB (12.7% of transfer) · 956 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
qualified.com33723 KiB344 ms
unpkg.com1489 KiB—
amplitude.com17358 KiB146 ms
facebook.net2219 KiB213 ms
googletagmanager.com2184 KiB56 ms
trustarc.com590 KiB28 ms
sanity.io1955 KiB—
licdn.com239 KiB10 ms
clarity.ms928 KiB41 ms
6sc.co2524 KiB42 ms
redditstatic.com120 KiB16 ms
bing.com417 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://redis.io/_next/static/chunks/345b55919de5beaa.js?dpl=dpl_LNEmCxmsEUhHjuxabU3kVD7jiFLL1268 KiB99.9%1267 KiB
https://redis.io/_next/static/chunks/f31ace7c8a6a0e15.js?dpl=dpl_LNEmCxmsEUhHjuxabU3kVD7jiFLL1268 KiB84.9%1076 KiB
https://www.googletagmanager.com/gtm.js?id=GTM-TKZ6J9R 3P184 KiB60.4%111 KiB
https://cdn.amplitude.com/engagement-browser/prod/split/f493ddac16c737926043511bed0cc0cf07391309-chunk-R3SGB3OH.js 3P167 KiB66.3%111 KiB
https://redis.io/securemetrics/192 KiB43.1%83 KiB
https://redis.io/securemetrics/JPjnS-G4zoliqLIGtKTeKrBZeH0w5IyyZogKynswUIF8Iuposg193 KiB42.6%82 KiB
https://js.qualified.com/qualified.js?token=dmgRLk8D8U3WyWL4 3P121 KiB55.4%67 KiB
https://cdn.amplitude.com/engagement-browser/prod/split/f493ddac16c737926043511bed0cc0cf07391309-chunk-2K4D5USV.js 3P71 KiB75.2%53 KiB
https://js.qualified.com/packs/js/multimodal_v2-ee077a56.js 3P114 KiB43.4%49 KiB
https://connect.facebook.net/en_US/fbevents.js 3P104 KiB43.1%45 KiB
https://redis.io/_next/static/chunks/338d02bf2f8ae016.js?dpl=dpl_LNEmCxmsEUhHjuxabU3kVD7jiFLL69 KiB60.1%42 KiB
https://redis.io/_next/static/chunks/1fdef3616b232dde.js?dpl=dpl_LNEmCxmsEUhHjuxabU3kVD7jiFLL67 KiB61.7%41 KiB
https://connect.facebook.net/signals/config/1710163050025600?v=2.9.368&r=stable&domain=redis.io&hme=78c3d709c6e52779dc9d6e8b8770857bb5dfd27159797805bacb5f93b9e7568a&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 3P115 KiB32.3%37 KiB
https://redis.io/_next/static/chunks/587321942f3a8ea8.js?dpl=dpl_LNEmCxmsEUhHjuxabU3kVD7jiFLL38 KiB80%30 KiB
https://redis.io/_next/static/chunks/100c273aadca3855.js?dpl=dpl_LNEmCxmsEUhHjuxabU3kVD7jiFLL43 KiB64.1%28 KiB

Network

337Requests
18096 KiBTransferred
94Scripts
12.7%3rd-party
10Long tasks
Fetch (133)
11828 KiB
Script (94)
4881 KiB
Document (2)
530 KiB
Font (7)
353 KiB
Media (3)
258 KiB
Stylesheet (13)
121 KiB
Image (59)
72 KiB
Other (8)
46 KiB
XHR (13)
5 KiB
Ping (5)
2 KiB
Heaviest requests (30)
URLTypeStatusTransfer
https://redis.io/_next/static/chunks/345b55919de5beaa.js?dpl=dpl_LNEmCxmsEUhHjuxabU3kVD7jiFLLScript2001268 KiB
https://redis.io/_next/static/chunks/f31ace7c8a6a0e15.js?dpl=dpl_LNEmCxmsEUhHjuxabU3kVD7jiFLLScript2001268 KiB
https://redis.io/Document200530 KiB
https://unpkg.com/@rive-app/[email protected]/rive.wasmFetch200489 KiB
https://redis.io/rive/all-up-diagram-smaller.rivFetch200402 KiB
https://redis.io/industries/healthcare/?_rsc=16s5xFetch200319 KiB
https://redis.io/industries/gaming/?_rsc=mvq4jFetch200314 KiB
https://redis.io/solutions/messaging/?_rsc=j0jcxFetch200297 KiB
https://redis.io/industries/retail/?_rsc=a7c7eFetch200297 KiB
https://redis.io/cloud/?_rsc=si8uiFetch200296 KiB
https://redis.io/industries/telco/?_rsc=yafu4Fetch200296 KiB
https://redis.io/blog/a-complete-guide-to-ai-fraud-detection/?_rsc=1jgltFetch200291 KiB
https://redis.io/industries/financial-services/?_rsc=mso1oFetch200289 KiB
https://redis.io/feature-form/?_rsc=av9sjFetch200289 KiB
https://redis.io/pricing/?_rsc=7cj5jFetch200288 KiB
https://redis.io/software/?_rsc=5whupFetch200285 KiB
https://redis.io/solutions/real-time-decisioning/?_rsc=1zlyjFetch200283 KiB
https://redis.io/?_rsc=ekqcuFetch200282 KiB
https://redis.io/resources/?_rsc=1ce01Fetch200281 KiB
https://redis.io/meeting/?_rsc=1ttovFetch200277 KiB
https://redis.io/blog/?_rsc=1ce01Fetch200270 KiB
https://redis.io/demo-center/?_rsc=fphmhFetch200270 KiB
https://redis.io/search/?_rsc=1ltsmFetch200268 KiB
https://redis.io/iris/?_rsc=1kiteFetch200266 KiB
https://redis.io/insight/?_rsc=v63ciFetch200266 KiB
https://redis.io/customers/ulta-beauty/?_rsc=jesa2Fetch200265 KiB
https://redis.io/solutions/caching/?_rsc=169otFetch200264 KiB
https://redis.io/partners/?_rsc=1ce01Fetch200262 KiB
https://redis.io/data-integration/?_rsc=k837kFetch200262 KiB
https://redis.io/partners/aws/?_rsc=1lmupFetch200260 KiB

Long tasks (>50 ms)

StartDuration
782 ms1015 ms
5880 ms519 ms
7505 ms483 ms
3756 ms350 ms
3273 ms263 ms
4586 ms233 ms
4273 ms218 ms
4971 ms140 ms
3075 ms139 ms
2611 ms131 ms
Analyzing…
running mobile + desktop · ~30s