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independent.co.uk

Report from 8/8/2026, 10:10:25 AM https://independent.co.uk
Latest run · lab, cold cache
30
8/8/2026
28-day score · p75 · the standard
64
21 runs
▼ latest 34 below the 28-day score
CRR11%latest
SSD17%latest
TC189 toklatest
TTFUT45 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/independent.co.uk.svg)](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
❌Pricenot found
❌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.

DesktopMobile
We recovered only a shell of this page (under 200 tokens) — likely a soft bot-block or a client-rendered app that served our scanner almost no content. The metrics below reflect that shell, not your real site; the score is capped until an agent can retrieve real content.
30
Overall score
weighted CAV (0–100)
FAIL
0–4950–8990–100

Metrics

11%
CRR Content Recovery Poor
0.17
SSD Semantic Signal Density Poor
189 tok
TC Token Cost Good
40 ms
TTFUT Time to First Useful Token N/A

Token Cost breakdown

Where the page's tokens go (≈1,690 across regions). Most tokens are real content — the agent isn't paying much for chrome.

Content
100% · 1,690
Chrome (nav / header / footer)
0% · 0
Boilerplate (cookie / ad)
0% · 0
Other
0% · 0

Final screenshot

Final screenshot of https://independent.co.uk

Diagnostics

high CRR Content is hidden behind JavaScript

pre-JS raw HTML

Evidence89% of content requires JS · 11% 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 SSD Low signal-to-noise for agents

content vs chrome/boilerplate

Evidencesignal 0.28 · JSON-LD 0/1 · missing: structured-data
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 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).

Learn how to implement →

User-agent: GPTBot
Allow: /
Disallow: /admin/

Spec: https://platform.openai.com/docs/gptbot

✗ 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 (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)
HeaderEvidence
✅ HTTPSserved over HTTPS
✅ HSTSmax-age=63072000; preload
⚠️ Content-Security-Policyscript-src allows 'unsafe-inline'
✅ X-Content-Type-Optionsnosniff
✅ Referrer-Policyno-referrer-when-downgrade
❌ CORS exposureaccess-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 — 345 KiB transferred, 46.6% unused (third-party)

EvidenceCDP JS coverage: 161 KiB of this bundle is never executed on load.
Impact~-161 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

googletagmanager.com — 496 KiB, 4 requests, 608 ms main-thread

EvidenceThird-party is 67.4% of total transfer (210 requests); googletagmanager.com is the largest.
ImpactFewer bytes + main-thread stalls before your content settles for an agent.
Effort1–3 h
FixLazy-load, self-host, or remove googletagmanager.com; defer non-critical third-party scripts.
highBreak up long main-thread tasks

longest task 565 ms (10 total)

EvidenceMain thread blocked 565 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

4.2 MB total

Evidence4.2 MB transferred.
ImpactCheaper, faster fetch on slow links.
Effort1–3 h
FixEnable Brotli, serve WebP/AVIF images, defer non-critical resources.

Third-party impact

210 third-party requests · 2928 KiB (67.4% of transfer) · 2902 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
googletagmanager.com4496 KiB608 ms
taboola.com17397 KiB310 ms
doubleclick.net9302 KiB200 ms
permutive.app1266 KiB188 ms
google.com12168 KiB42 ms
the-independent.com5154 KiB—
googlesyndication.com9127 KiB77 ms
privacymanager.io6124 KiB8 ms
dv.tech2108 KiB95 ms
amazon-adsystem.com891 KiB360 ms
id5-sync.com1077 KiB173 ms
anonymised.io1367 KiB192 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).

BundleTransferUnusedWasted
https://cdn.taboola.com/libtrc/eslmedia-theindependent/loader.js 3P345 KiB46.6%161 KiB
https://securepubads.g.doubleclick.net/pagead/managed/js/gpt/m202607280101/pubads_impl.js 3P199 KiB58.4%116 KiB
https://www.googletagmanager.com/gtag/js?id=G-PZJCN8L90Z 3P160 KiB71%114 KiB
https://www.independent.co.uk/Agent/GA/UniversalID/IIQUniversalID.js207 KiB46.8%97 KiB
https://cdn-piano.independent.co.uk/api/tinypass.min.js136 KiB68.7%93 KiB
https://www.googletagmanager.com/gtag/js?id=G-PZJCN8L90Z&cx=c&gtm=4e6831 3P160 KiB50.1%80 KiB
https://www.googletagmanager.com/gtm.js?id=GTM-5XT7NPD 3P176 KiB43.7%77 KiB
https://www.independent.co.uk/_build/react-components-base.8637b86d1a79ac1047e7.js115 KiB64.5%74 KiB
https://www.independent.co.uk/_build/prebid_non_uk.ced2e80eb4a59f8652d9.js144 KiB49.8%72 KiB
https://www.independent.co.uk/_fs-ch-1T1wmsGaOgGaSxcX/assets/script.js219 KiB31.2%68 KiB
https://www.google.com/cse/static/element/d4d17fc91fc77275/cse_element__en.js?usqp=CAI%3D 3P104 KiB56.3%59 KiB
https://www.independent.co.uk/_build/react-archipelago.036e4b558300a0c0c91c.js107 KiB46.7%50 KiB
https://script.crazyegg.com/pages/versioned/common-scripts/f8564cac4ca88673dae33c96891cc7d0.js 3P60 KiB83.1%50 KiB
https://cdn.dv.tech/dvbm.js 3P102 KiB44.3%45 KiB
https://client.aps.amazon-adsystem.com/publisher.js 3P84 KiB53.7%45 KiB

Network

252Requests
4345 KiBTransferred
71Scripts
67.4%3rd-party
10Long tasks
Script (71)
3587 KiB
Image (49)
309 KiB
Font (5)
154 KiB
Fetch (58)
114 KiB
XHR (26)
81 KiB
Document (18)
57 KiB
Other (8)
25 KiB
Stylesheet (2)
13 KiB
Ping (13)
4 KiB
Manifest (2)
1 KiB
Heaviest requests (30)
URLTypeStatusTransfer
https://cdn.taboola.com/libtrc/eslmedia-theindependent/loader.jsScript200345 KiB
https://5d79bce7-5d2b-427e-a6c4-b89b6c7bf048.edge.permutive.app/4cff3edf-5ca9-48ce-a414-44c408710d4f-web.jsScript200266 KiB
https://www.independent.co.uk/_fs-ch-1T1wmsGaOgGaSxcX/assets/script.jsScript200219 KiB
https://www.independent.co.uk/Agent/GA/UniversalID/IIQUniversalID.jsScript200207 KiB
https://securepubads.g.doubleclick.net/pagead/managed/js/gpt/m202607280101/pubads_impl.jsScript200199 KiB
https://www.googletagmanager.com/gtm.js?id=GTM-5XT7NPDScript200176 KiB
https://www.googletagmanager.com/gtag/js?id=G-PZJCN8L90Z&cx=c&gtm=4e6831Script200160 KiB
https://www.googletagmanager.com/gtag/js?id=G-PZJCN8L90ZScript200160 KiB
https://www.independent.co.uk/_build/prebid_non_uk.ced2e80eb4a59f8652d9.jsScript200144 KiB
https://cdn-piano.independent.co.uk/api/tinypass.min.jsScript200136 KiB
https://www.independent.co.uk/_build/react-components-base.8637b86d1a79ac1047e7.jsScript200115 KiB
https://www.independent.co.uk/_build/react-archipelago.036e4b558300a0c0c91c.jsScript200107 KiB
https://www.google.com/cse/static/element/d4d17fc91fc77275/cse_element__en.js?usqp=CAI%3DScript200104 KiB
https://cdn.dv.tech/dvbm.jsScript200102 KiB
https://client.aps.amazon-adsystem.com/publisher.jsScript20084 KiB
https://ats-wrapper.privacymanager.io/ats-modules/203e3874-5877-45ec-a8d4-5beaa84bab40/ats.jsScript20075 KiB
https://pagead2.googlesyndication.com/pagead/managed/js/activeview/current/ufs_web_display.jsScript20073 KiB
https://script.crazyegg.com/pages/versioned/common-scripts/f8564cac4ca88673dae33c96891cc7d0.jsScript20060 KiB
https://www.independent.co.uk/Document20057 KiB
https://d-code.liadm.com/did-0010.min.jsScript20054 KiB
https://www.independent.co.uk/_build/main.392fc98a42fb645a3327.jsScript20050 KiB
https://launchpad.privacymanager.io/latest/launchpad.bundle.jsScript20046 KiB
https://cse.google.com/adsense/search/async-ads.jsScript20044 KiB
https://tpc.googlesyndication.com/simgad/8180544969444862244Image20044 KiB
https://securepubads.g.doubleclick.net/gampad/ads?pvsid=6022506191053317&correlator=665298152226712&eid=122880131&output=ldjh&gdfp_req=1&vrg=202607280101&ptt=17&impl=fifs&gdpr=0&gpp_sid=-1&iu_parts=71347885%2C_main_independent%2Cbillboard%2Cskin%2Cmpu1%2Cmpu2%2Cmpu3&enc_prev_ius=%2F0%2F1%2F2%2C%2F0%2F1%2F3%2C%2F0%2F1%2F4%2C%2F0%2F1%2F5%2C%2F0%2F1%2F6&prev_iu_szs=970x250%7C728x90%7C960x90%7C970x90%7C970x170%2C1x1%2C300x250%7C300x600%7C250x250%7C200x200%2C300x250%7C250x250%7C200x200%2C300x250%7C300x600%7C250x250%7C200x200&ifi=1&didk=3421888634~834954390~835011702~835011701~835011700&dids=billboard~skin~mpu1~mpu2~mpu3&adfs=2717685325~20704286~2586003166~1392646953~3026709241&sfv=1-0-45&sc=1&lrm=10&cookie_enabled=1&abxe=1&dt=1785924862618&lmt=1785924862&adxs=191%2C175%2C859%2C859%2C859&adys=145%2C395%2C1071%2C2457%2C9007&biw=1350&bih=940&scr_x=0&scr_y=0&btvi=0%7C0%7C1%7C2%7C3&ucis=1%7C2%7C3%7C4%7C5&oid=2&u_his=2&u_h=600&u_w=800&u_ah=600&u_aw=800&u_cd=24&u_sd=1&dmc=16&bc=31&nvt=1&uach=WyIiLCIiLCIiLCIiLCIiLG51bGwsMCxudWxsLCIiLG51bGwsMF0.&url=https%3A%2F%2Fwww.independent.co.uk%2F&vis=1&psz=968x250%7C1000x0%7C300x600%7C300x250%7C300x600&msz=968x90%7C1000x0%7C300x200%7C300x200%7C300x200&fws=512%2C512%2C512%2C512%2C512&ohw=0%2C0%2C0%2C0%2C0&a3p=ElIKDGludGVudGlxLmNvbRJAMTc0MThGQzlENjgwRTY1RUE1QUNGNzI5QTk1OTI3MUQzMjZDRDYxOTFERDg1NjA4RjAyQTM3RkJEN0M2QUQwQ1gBEjQKCnB1YmNpZC5vcmcSJDljOTM2ZTViLThkNTAtNDYzMC04MTNjLTBjZDVlMTQ5M2U4MFgBEhsKDGlkNS1zeW5jLmNvbRjs9aqL_TNIAFICCGoSFAoFb3BlbngY-vWqi_0zSABSAghvEtEBChdwZXJtdXRpdmUtc2VjdXJlLXNpZ25hbBKsAVhOODdDalgydWtwZmZJNXRLaEQwMWhIK3RheHlGUVBhYUh2VURmc2lDSC9YY1VYdEpINUFFOW01K3JJRWRJczNtQVdmcWQwaXA2UCs4SU42eFo0NnhBYVdZeVllKzZsNS9wQlgwcnhueC93WWc0UGdiWVhuZlNvcmk2Wk9hVkJkRFJ1VmhaakYwUmNaaDBHRTlkZWFLWWlDOEw4djRRSFZFeU5Vc1ZPbW5TMD0Yv-2qi_0zSAASFwoIcnRiaG91c2UYnO6qi_0zSABSAghq&dlt=1785924856086&idt=1743&prev_scp=tile%3Dbillboard%26amznbid%3D2%26amznp%3D2%26hb_ver%3D1.17.2%26hb_format_nexx360%3Dbanner%26hb_size_nexx360%3D970x90%26hb_pb_nexx360%3D0.05%26hb_adid_nexx360%3D3a099ed01fe11b%26hb_bidder_nexx360%3Dnexx360%26hb_format_ozone%3Dbanner%26hb_size_ozone%3D970x250%26hb_pb_ozone%3D0.12%26hb_adid_ozone%3Da6d77daf-cac7-4e5a-b0d5-17e652365081-0-oz-0%26hb_bidder_ozone%3Dozone%26hb_format%3Dbanner%26hb_size%3D970x250%26hb_pb%3D0.12%26hb_adid%3Da6d77daf-cac7-4e5a-b0d5-17e652365081-0-oz-0%26hb_bidder%3Dozone%26oz_size%3D970x250%26oz_adId%3Da6d77daf-cac7-4e5a-b0d5-17e652365081-0-oz-0%26oz_pb_r%3D0.12%26oz_pb%3D0.12672%26oz_pb_v%3D4.0.2%26oz_imp_id%3Da6d77daf-cac7-4e5a-b0d5-17e652365081%26oz_uuid%3Dno-id%26oz_cache_id%3Dno-id%26oz_bid%3Dtrue%26oz_winner%3Dozone%26oz_auc_id%3De0e4c41a-e9c7-47a6-bb31-df50d1f4341a%26oz_ozone_dealid%3DOX-bef-4Yx2rq%26oz_ozone_size%3D970x250%26oz_ozone_pb_r%3D0.12%26oz_ozone_adId%3Da6d77daf-cac7-4e5a-b0d5-17e652365081-0-oz-0%26oz_ozone_adv%3Dadobe.com%26oz_ozone_crid%3D4047974b-9c2c-48cb-bbce-77e3e3ddc62c%26oz_ozone%3Dozone%7Ctile%3Dskin%7Ctile%3Dmpu1%26amznbid%3D2%26amznp%3D2%26hb_ver%3D1.17.2%26hb_format_nexx360%3Dbanner%26hb_size_nexx360%3D300x250%26hb_pb_nexx360%3D0.04%26hb_adid_nexx360%3D43ae262cc378c78%26hb_bidder_nexx360%3Dnexx360%26hb_format%3Dbanner%26hb_size%3D300x250%26hb_pb%3D0.04%26hb_adid%3D43ae262cc378c78%26hb_bidder%3Dnexx360%7Ctile%3Dmpu2%26amznbid%3D2%26amznp%3D2%26hb_ver%3D1.17.2%26hb_format_nexx360%3Dbanner%26hb_size_nexx360%3D336x280%26hb_pb_nexx360%3D0.13%26hb_adid_nexx360%3D51b476a7d25d698%26hb_bidder_nexx360%3Dnexx360%26hb_format%3Dbanner%26hb_size%3D336x280%26hb_pb%3D0.13%26hb_adid%3D51b476a7d25d698%26hb_bidder%3Dnexx360%7Ctile%3Dmpu3%26amznbid%3D2%26amznp%3D2%26hb_ver%3D1.17.2%26hb_format_nexx360%3Dbanner%26hb_size_nexx360%3D336x280%26hb_pb_nexx360%3D0.03%26hb_adid_nexx360%3D75973c4b04ec92%26hb_bidder_nexx360%3Dnexx360%26hb_format%3Dbanner%26hb_size%3D336x280%26hb_pb%3D0.03%26hb_adid%3D75973c4b04ec92%26hb_bidder%3Dnexx360&cust_params=ABS%3D51009914%26CBS%3D%26BSC%3D74191270%252C87012038%252C74332594%252C84031001%252C74291430%252C74062139%252C76022027%252C74242396%252C74242395%252C74212347%252C74041059%252C74011001%252C80023001%252C74041060%252C74301440%252C84251001%252C74331564%252C74272411%252C74321520%252C80312028%252C74082161%252C74082160%252C84011001%252C80222006%252C74121190%252C74241393%252C74082159%252C74331567%252C76012001%252C84081001%252C74041087%252C74131203%252C74012003%252C84201001%252C74311451%252C80022004%252C74161256%252C84061001%252C74041097%252C74172268%252C74331587%252C84112005%252C74042073%252C74211341%252C80122006%252C74122195%252C74122192%252C74081158%252C74251397%252C74271407%26qt_loaded%3Dids%252Cabs%252Ccbs%252Cbsc%26IDS%3D1%26iiq_group_1995923215%3DA%26AnonymisedClientId%3DNDEx%26AnonymisedSignalLift%3D0%26pageType%3Dindex%26mantis%3DApple-RED%252CCOVIDSafe-RED%252CDefault-RED%252CHoopla-RED%252CNatwestBS-RED%252Cmobkoi-RED%252Cnationwide-RED%252Csky-RED%252Csky_new-RED%26mantis_context%3Dlaw_govt_politics%252Carmed_forces%252Cbusiness_industrial%252Cbusiness_operations%252CEnvironmentCap%252CSME%252Ccostofliving%252Cpr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https://feelwarmth.com/static/h4gi6y2/wivm_p.bundle.jsScript20041 KiB
https://cmpv2.independent.co.uk/unified/wrapperMessagingWithoutDetection.jsScript20040 KiB
https://ml314.com/tag.aspx?57Script20039 KiB
https://cdn.cxense.com/cx.jsScript20038 KiB
https://static.independent.co.uk/2026/07/22/11/60ede10e95859ad5f98672e85c7b6929Y29udGVudHNlYXJjaGFwaSwxNzg0ODAxODc5-2.54714946.jpg?quality=75&width=640&trim=22%2C0%2C215%2C355&auto=webpImage20037 KiB

Long tasks (>50 ms)

StartDuration
739 ms565 ms
3062 ms412 ms
4757 ms333 ms
6445 ms224 ms
179 ms177 ms
5172 ms146 ms
2090 ms122 ms
5764 ms120 ms
5451 ms116 ms
3976 ms111 ms
Analyzing…
running mobile + desktop · ~30s