independent.co.uk
Report from 9/21/2026, 10:22:07 AM
https://independent.co.uk
Latest run · lab, cold cache
72
9/21/2026
28-day score · p75 · the standard
71
27 runs
CRR91%latest
SSD100%latest
TC2400 toklatest
TTFUT177 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.
Embed this badge
Show your agent-readiness score anywhere — it links back to this report.
[](https://agentvitals.dev/results?url=https%3A%2F%2Findependent.co.uk)
<a href="https://agentvitals.dev/results?url=https%3A%2F%2Findependent.co.uk"><img src="https://agentvitals.dev/badge/independent.co.uk.svg" alt="Core Agent Vitals" height="20"></a>
What AI tells your customers about youAgent confidence: LOW
✅Business nameThe Independent
✅CategoryOrganization
🟡Price£130 · guessed from page text (no structured data)
❌Locationnot found
❌Hoursnot found
❌Productsnot found
🟡DescriptionThe latest breaking news, comment and features from The Independent. · guessed from page text (no structured data)
⚠️ Your page title reads like a navigation menu, so an agent may cite your business as “News | The Independent | Today's headlines and latest breaking news”.
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.
72
Overall score
weighted CAV (0–100)
WARN
0–4950–8990–100
Metrics
91%
1.00
2,400 tok
176 ms
Token Cost breakdown
Where the page's tokens go (≈19,094 across regions). Most tokens are real content — the agent isn't paying much for chrome.
Content91.8% · 17,535
Chrome (nav / header / footer)4.6% · 881
Boilerplate (cookie / ad)1.4% · 270
Other2.1% · 408
Final screenshot
Diagnostics
medium
CRR
Content is hidden behind JavaScript
pre-JS raw HTML
Evidence9% of content requires JS
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
75
Overall score
weighted CAV (0–100)
PASS
0–4950–8990–100
Metrics
100%
1.00
2,195 tok
145 ms
Token Cost breakdown
Where the page's tokens go (≈17,501 across regions). Most tokens are real content — the agent isn't paying much for chrome.
Content93.9% · 16,434
Chrome (nav / header / footer)5% · 881
Boilerplate (cookie / ad)0% · 0
Other1.1% · 186
Final screenshot
Diagnostics
No issues found — this page is well-prepared for agents.
Rendered profile: headless
Agent Discoverability
77/100 · 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)
Blocks: * (all) Learn →
✓
sitemap.xml
Found at /sitemap.xml Learn →
✓
JSON-LD structured data
Types: Organization Learn →
~
agents.json
Absent (emerging standard) Learn →
~
WebMCP endpoint
Absent (emerging standard) Learn →
~
OpenAPI / API docs
No OpenAPI/Swagger found Learn →
Issues (5)
✗ robots.txt allows AI bots high impact Blocks: * (all)
Business impact If robots.txt blocks AI crawlers you are invisible to ChatGPT, Claude and Perplexity — they skip you and recommend a competitor instead.
What we measured We read /robots.txt and test it against 16 AI user-agents (GPTBot, ClaudeBot, PerplexityBot, …) for a Disallow that blocks them.
How to fix Allow major AI bots to public content; restrict only private paths (/admin, /api).
User-agent: GPTBot
Allow: /
Disallow: /admin/✗ 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 (7)
✓ 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.
76Transport posture (0–100, unscored)
4pass
1warn
1fail
Per-header findings (6)
| Header | Evidence |
|---|---|
| ✅ HTTPS | served over HTTPS |
| ✅ HSTS | max-age=63072000; preload |
| ⚠️ Content-Security-Policy | script-src allows 'unsafe-inline' |
| ✅ X-Content-Type-Options | nosniff |
| ✅ Referrer-Policy | no-referrer-when-downgrade |
| ❌ CORS exposure | access-control-allow-origin: * WITH allow-credentials: true — invalid and unsafe |
Full profile — how to improve · unused JS · network · timing
How to improve
highSplit the heaviest unused bundlehighest leverage
loader.js — 355 KiB transferred, 47.1% unused (third-party)
EvidenceCDP JS coverage: 167 KiB of this bundle is never executed on load.
Impact~-167 KiB transfer; lower Token Cost + faster agent parse.
Effort30–90 min
FixDynamic-import() the below-the-fold parts of loader.js, or drop unused dependencies. It is third-party — lazy-load or remove it.
highCut third-party weight
2mdn.net — 766 KiB, 1 requests
EvidenceThird-party is 69.7% of total transfer (189 requests); 2mdn.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 2mdn.net; defer non-critical third-party scripts.
mediumBreak up long main-thread tasks
longest task 150 ms (2 total)
EvidenceMain thread blocked 150 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
4.9 MB total
Evidence4.9 MB transferred.
ImpactCheaper, faster fetch on slow links.
Effort1–3 h
FixEnable Brotli, serve WebP/AVIF images, defer non-critical resources.
Third-party impact
189 third-party requests · 3515 KiB (69.7% of transfer) · 73 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 |
|---|---|---|---|
| 2mdn.net | 1 | 766 KiB | — |
| googletagmanager.com | 3 | 544 KiB | — |
| taboola.com | 13 | 397 KiB | — |
| doubleclick.net | 10 | 350 KiB | 42 ms |
| permutive.app | 1 | 267 KiB | — |
| the-independent.com | 6 | 186 KiB | — |
| privacymanager.io | 6 | 126 KiB | 9 ms |
| googlesyndication.com | 12 | 96 KiB | — |
| amazon-adsystem.com | 7 | 92 KiB | 22 ms |
| id5-sync.com | 10 | 77 KiB | — |
| anonymised.io | 6 | 68 KiB | — |
| crazyegg.com | 4 | 68 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).
| Bundle | Transfer | Unused | Wasted |
|---|---|---|---|
| https://cdn.taboola.com/libtrc/eslmedia-theindependent/loader.js 3P | 355 KiB | 47.1% | 167 KiB |
| https://www.googletagmanager.com/gtag/js?id=G-PZJCN8L90Z 3P | 182 KiB | 68.7% | 125 KiB |
| https://securepubads.g.doubleclick.net/pagead/managed/js/gpt/m202609140101/pubads_impl.js 3P | 211 KiB | 58.6% | 124 KiB |
| https://www.independent.co.uk/_build/init-firebase.2438b685b0d49ae72117.js | 115 KiB | 89.2% | 102 KiB |
| https://www.independent.co.uk/Agent/GA/UniversalID/IIQUniversalID.js | 207 KiB | 46.8% | 97 KiB |
| https://www.googletagmanager.com/gtag/js?id=G-PZJCN8L90Z&cx=c>m=4e69g1 3P | 182 KiB | 50.6% | 92 KiB |
| https://www.googletagmanager.com/gtm.js?id=GTM-5XT7NPD 3P | 179 KiB | 44.5% | 80 KiB |
| https://www.independent.co.uk/_build/prebid_non_uk.0636db25907a6077f9af.js | 156 KiB | 49.2% | 77 KiB |
| https://www.independent.co.uk/_build/react-components-base.a889fdb7187db9fafef6.js | 117 KiB | 61% | 71 KiB |
| https://script.crazyegg.com/pages/versioned/common-scripts/b96c449137f00bb6dd6811619f89660f.js 3P | 62 KiB | 83.4% | 52 KiB |
| https://ats-wrapper.privacymanager.io/ats-modules/203e3874-5877-45ec-a8d4-5beaa84bab40/ats.js 3P | 78 KiB | 59.5% | 46 KiB |
| https://client.aps.amazon-adsystem.com/publisher.js 3P | 86 KiB | 53.7% | 46 KiB |
| https://www.independent.co.uk/_build/react-archipelago.c8dc43e135028d53de7b.js | 105 KiB | 42% | 44 KiB |
| https://pagead2.googlesyndication.com/pagead/managed/js/activeview/current/ufs_web_display.js 3P | 74 KiB | 50.2% | 37 KiB |
| https://cdn.id5-sync.com/api/1.0/esp.js 3P | 35 KiB | 90.4% | 31 KiB |
Network
231Requests
5041 KiBTransferred
69Scripts
69.7%3rd-party
2Long tasks
Script (69)3215 KiB
Image (50)1287 KiB
Font (6)186 KiB
Fetch (51)139 KiB
Document (17)107 KiB
XHR (23)78 KiB
Other (4)24 KiB
Manifest (2)2 KiB
Ping (9)2 KiB
Heaviest requests (30)
| URL | Type | Status | Transfer |
|---|---|---|---|
| https://s0.2mdn.net/simgad/12951156989507869470 | Image | 200 | 766 KiB |
| https://cdn.taboola.com/libtrc/eslmedia-theindependent/loader.js | Script | 200 | 355 KiB |
| https://5d79bce7-5d2b-427e-a6c4-b89b6c7bf048.edge.permutive.app/4cff3edf-5ca9-48ce-a414-44c408710d4f-web.js | Script | 200 | 267 KiB |
| https://securepubads.g.doubleclick.net/pagead/managed/js/gpt/m202609140101/pubads_impl.js | Script | 200 | 211 KiB |
| https://www.independent.co.uk/Agent/GA/UniversalID/IIQUniversalID.js | Script | 200 | 207 KiB |
| https://www.googletagmanager.com/gtag/js?id=G-PZJCN8L90Z&cx=c>m=4e69g1 | Script | 200 | 182 KiB |
| https://www.googletagmanager.com/gtag/js?id=G-PZJCN8L90Z | Script | 200 | 182 KiB |
| https://www.googletagmanager.com/gtm.js?id=GTM-5XT7NPD | Script | 200 | 179 KiB |
| https://www.independent.co.uk/_build/prebid_non_uk.0636db25907a6077f9af.js | Script | 200 | 156 KiB |
| https://www.independent.co.uk/_build/react-components-base.a889fdb7187db9fafef6.js | Script | 200 | 117 KiB |
| https://www.independent.co.uk/_build/init-firebase.2438b685b0d49ae72117.js | Script | 200 | 115 KiB |
| https://www.independent.co.uk/ | Document | 200 | 106 KiB |
| https://www.independent.co.uk/_build/react-archipelago.c8dc43e135028d53de7b.js | Script | 200 | 105 KiB |
| https://static.independent.co.uk/2026/07/29/6/04/GettyImages-1490289625.jpeg?quality=75&width=640&trim=0%2C0%2C0%2C0&auto=webp | Image | 200 | 88 KiB |
| https://static.independent.co.uk/static-assets/images/piano-prompts/Homepage+prompt/modal-image-desktop.png | Image | 200 | 88 KiB |
| https://client.aps.amazon-adsystem.com/publisher.js | Script | 200 | 86 KiB |
| 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| Fetch | 200 | 78 KiB |
| https://ats-wrapper.privacymanager.io/ats-modules/203e3874-5877-45ec-a8d4-5beaa84bab40/ats.js | Script | 200 | 78 KiB |
| https://pagead2.googlesyndication.com/pagead/managed/js/activeview/current/ufs_web_display.js | Script | 200 | 74 KiB |
| https://script.crazyegg.com/pages/versioned/common-scripts/b96c449137f00bb6dd6811619f89660f.js | Script | 200 | 62 KiB |
| https://www.independent.co.uk/_build/main.2b8903e4a8d5191d3453.js | Script | 200 | 56 KiB |
| https://d-code.liadm.com/did-0010.min.js | Script | 200 | 54 KiB |
| https://static.independent.co.uk/2026/09/20/21/2295205675..?quality=75&width=640&trim=0%2C0%2C0%2C0&auto=webp | Image | 200 | 51 KiB |
| https://static.independent.co.uk/2026/09/18/15/36/wqerghgrfclimate-100-cop-2323.jpeg?quality=75&width=640&trim=0%2C0%2C0%2C0&auto=webp | Image | 200 | 47 KiB |
| https://launchpad.privacymanager.io/latest/launchpad.bundle.js | Script | 200 | 46 KiB |
| https://spellknight.com/build/r4uaun_sooo0e.min.js | Script | 200 | 45 KiB |
| https://cmpv2.independent.co.uk/unified/4.40.2/usnat.f12613136193900e32e2.bundle.js | Script | 200 | 44 KiB |
| https://cmpv2.independent.co.uk/unified/wrapperMessagingWithoutDetection.js | Script | 200 | 43 KiB |
| https://static.independent.co.uk/static-assets/images/piano-prompts/Homepage+prompt/modal-image-mobile.png | Image | 200 | 40 KiB |
| https://static.independent.co.uk/2026/09/21/05/2026-09-21T041631Z_1836305441_RC2CNNAC1UVD_RTRMADP_3_UKRAINE-CRISIS-ATTACK-ZAPORIZHZHIA.JPG?quality=75&width=640&trim=0%2C0%2C0%2C0&auto=webp | Image | 200 | 39 KiB |
Long tasks (>50 ms)
| Start | Duration |
|---|---|
| 270 ms | 150 ms |
| 1371 ms | 54 ms |
Analyzing…
running mobile + desktop · ~30s