www.klarna.com

Report from 8/10/2026, 12:38:51 PM https://www.klarna.com
Latest run · lab, cold cache
49
8/10/2026
28-day score · p75 · the standard
49
26 runs
CRR84%latest
SSD35%latest
TC758 toklatest
TTFUT656 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/klarna.com.svg)](https://agentvitals.dev/results?url=https%3A%2F%2Fwww.klarna.com)
<a href="https://agentvitals.dev/results?url=https%3A%2F%2Fwww.klarna.com"><img src="https://agentvitals.dev/badge/klarna.com.svg" alt="Core Agent Vitals" height="20"></a>
What AI tells your customers about youAgent confidence: LOW
🟡Business nameKlarna CA - A secure, flexible way to manage your money · guessed from page text (no structured data)
Categorynot found
🟡Price$1,00 · guessed from page text (no structured data)
Locationnot applicable · not applicable to this page type
Hoursnot applicable · not applicable to this page type
Productsnot applicable · not applicable to this page type
🟡DescriptionManage your everyday payments securely with Klarna - online or in store. Enjoy flexible and interest-free payment options in Canada. · guessed from page text (no structured data)

An agent is likely to fabricate missing details rather than say “I don’t know”. 0/4 applicable facts come from machine-readable structured data.

This page served our agent materially different content than a browser. The score is capped because an agent can’t trust what it receives here.
49
Overall score
weighted CAV (0–100)
FAIL
0–4950–8990–100

Metrics

84%
CRR Content Recovery Needs work
0.35
SSD Semantic Signal Density Poor
758 tok
TC Token Cost Good
579 ms
TTFUT Time to First Useful Token N/A

Token Cost breakdown

Where the page's tokens go (≈8,598 across regions). Most tokens are real content — the agent isn't paying much for chrome.

Content
91.6% · 7,880
Chrome (nav / header / footer)
0.8% · 66
Boilerplate (cookie / ad)
7.4% · 632
Other
0.2% · 20

Final screenshot

Final screenshot of https://www.klarna.com

Diagnostics

high SSD Low signal-to-noise for agents

content vs chrome/boilerplate

Evidencesignal 0.52 +llms.txt bonus · 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.

medium CRR Content is hidden behind JavaScript

pre-JS raw HTML

Evidence16% 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

Agent Discoverability 80/100 · 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 Found at /llms.txt Learn →
robots.txt (AI bots) Major AI bots allowed Learn →
sitemap.xml No /sitemap.xml Learn →
JSON-LD structured data No JSON-LD found Learn →
~ agents.json Absent (emerging standard) Learn →
~ WebMCP endpoint Absent (emerging standard) Learn →
~ OpenAPI / API docs No OpenAPI/Swagger found Learn →

Issues (5)

Structured data (JSON-LD) medium impact No JSON-LD found

Business impact Schema.org JSON-LD tells agents what a page IS (product, article, business) with typed fields (price, rating, hours). Without it agents extract less reliably.

What we measured We parse <script type=application/ld+json>, validate it, and check for populated @type fields.

How to fix Add JSON-LD: Organization/LocalBusiness on the homepage, Product on product pages, Article on posts.

Learn how to implement →

<script type="application/ld+json">{"@context":"https://schema.org","@type":"Organization","name":"Your Co","url":"https://example.com"}</script>

Spec: https://schema.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 (7)

✓ robots.txt allows AI bots✓ No CAPTCHA wall✓ No content-blocking cookie wall✓ Machine-readable prices✓ llms.txt present + valid✓ No login wall on public content✓ 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.

100Transport posture (0–100, unscored)
5pass
0warn
0fail
Per-header findings (6)
HeaderEvidence
✅ HTTPSserved over HTTPS
✅ HSTSmax-age=31536000; includeSubDomains; preload
✅ Content-Security-Policypolicy present, script-src does not allow inline
✅ X-Content-Type-Optionsnosniff
✅ Referrer-Policystrict-origin-when-cross-origin
➖ 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

challenge.js — 280 KiB transferred, 99.4% unused (third-party)

EvidenceCDP JS coverage: 278 KiB of this bundle is never executed on load.
Impact~-278 KiB transfer; lower Token Cost + faster agent parse.
Effort30–90 min
FixDynamic-import() the below-the-fold parts of challenge.js, or drop unused dependencies. It is third-party — lazy-load or remove it.
highCut third-party weight

amazonaws.com — 1421 KiB, 5 requests

EvidenceThird-party is 63.5% of total transfer (51 requests); amazonaws.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 amazonaws.com; defer non-critical third-party scripts.
highBreak up long main-thread tasks

longest task 704 ms (10 total)

EvidenceMain thread blocked 704 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

4.1 MB total

Evidence4.1 MB transferred.
ImpactCheaper, faster fetch on slow links.
Effort1–3 h
FixEnable Brotli, serve WebP/AVIF images, defer non-critical resources.

Third-party impact

51 third-party requests · 2674 KiB (63.5% of transfer) · 305 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
amazonaws.com51421 KiB
klarnacdn.net31645 KiB
awswaf.com3281 KiB
googletagmanager.com1169 KiB137 ms
cookielaw.org11157 KiB168 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://38b12937d261.22a95c31.ca-central-1.token.awswaf.com/38b12937d261/1be2c35156de/2f5cb8c93ee7/challenge.js 3P280 KiB99.4%278 KiB
https://owp.klarna.com/static/40189-e59c99e0.js180 KiB86.6%156 KiB
https://owp.klarna.com/38b12937d261/1be2c35156de/challenge.js280 KiB54.8%154 KiB
https://www.googletagmanager.com/gtm.js?id=GTM-W597GXV 3P169 KiB54%91 KiB
https://owp.klarna.com/static/commons-bea4f019.js98 KiB71%69 KiB
https://cdn.cookielaw.org/scripttemplates/202312.1.0/otBannerSdk.js 3P104 KiB62.8%65 KiB
https://owp.klarna.com/static/main-f00b24c8.js134 KiB48.8%65 KiB
https://owp.klarna.com/static/90610-6a839ec4.js86 KiB56.8%49 KiB
https://owp.klarna.com/static/framework-47bf6134.js56 KiB56.8%32 KiB
https://owp.klarna.com/static/64477-3f9459c1.js39 KiB58.7%23 KiB
https://owp.klarna.com/static/58477-079561e9.js18 KiB83.2%15 KiB
https://owp.klarna.com/static/21417-f1b3f78b.js11 KiB90.6%10 KiB
https://owp.klarna.com/static/6956-01deb86a.js11 KiB72.4%8 KiB
https://owp.klarna.com/static/8105-281c659b.js12 KiB65.1%8 KiB
https://owp.klarna.com/static/features-klarnaMarketing-slots-klarnaHeader-KlarnaHeaderContainer-cc896727.js12 KiB63.7%8 KiB

Network

138Requests
4214 KiBTransferred
72Scripts
63.5%3rd-party
10Long tasks
Script (72)
1737 KiB
Media (5)
1421 KiB
Image (34)
681 KiB
Font (7)
190 KiB
Document (2)
119 KiB
Fetch (8)
41 KiB
Stylesheet (5)
8 KiB
Other (2)
8 KiB
XHR (2)
8 KiB
Manifest (1)
1 KiB
Heaviest requests (30)
URLTypeStatusTransfer
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https://owp.klarna.com/38b12937d261/1be2c35156de/challenge.jsScript200280 KiB
https://38b12937d261.22a95c31.ca-central-1.token.awswaf.com/38b12937d261/1be2c35156de/2f5cb8c93ee7/challenge.jsScript200280 KiB
https://us-production-asp-distribution-assets-storage.s3.us-east-1.amazonaws.com/source-ikg/6eb881ea-b0e6-40a4-af96-12add274e039?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=ASIA2UC3FOTJGXHWTZRF%2F20260805%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260805T133117Z&X-Amz-Expires=3600&X-Amz-Security-Token=IQoJb3JpZ2luX2VjEF0aCXVzLWVhc3QtMSJGMEQCIDxI%2FDPMY7PvqFfALePFdSx%2BRa75Zci%2FE3jEJ8vABVZ0AiBZLRB4R6L2Zeyd4s1ocgKHavU%2Bd8MuJw4q7ilUX8%2BT3yqqAggmEAAaDDczMDMzNTYzODczOCIMrW1YL9YY04RfZFFBKocC6Y%2BvFFbMvO7PrcqfxA2bbRTkcCiXtIZe9z5q2UheRXG%2FJmHG76H1Drt1CjcW6B8HWCBSQGmTiWUYN%2BjOpf4FAIIsT0wp2CJxp8c86T43vFoYr4yueJnjVCmOr2RgbiGhiMHU45g4s6K0cVWNYWUVzP79m7Y5ThRhPdwL33yzopdZhBLUjvfjezP9aAHlB7DQvgk11RiS6IOj61O8sbZR%2Fz6%2FymiGJPRIuHpJB8Sdtzu2kJS8htQfrHmnmvbG7sMchDYAl11gMHj3M72WIXyRErvssGNeJDtiVAm%2FgQcz%2F2wDWQ9mUsRS3UgezchUMRdqTZM9QIFIMCyJCkUi2%2FpNzqQuOwpIF9EwhuHM0wY6ngFtmIMKGWDmtxaBm7DBnN1obJDw8nEju1WHna497KzdOXKxEKxFeAnil4hN0ghwQiP6RnbBwjc2XbWFWOXwRL79byMRK2QPG8gLX9pZAlxT8cLwHVYGDdBkJtEziNJ6ip4uX5ooJ461%2BoLTskZZGGW2anmIzrfO%2FqjReZDOgyM%2BSomPDx35xDiO0R0OhlewW4bqRJ69vvHYgwJzxaa94Q%3D%3D&X-Amz-Signature=aa7944a9197b747f4593180ac4f09d6f9301926c3c6c685a7f98f9e4b047d90a&X-Amz-SignedHeaders=host&x-amz-checksum-mode=ENABLED&x-id=GetObjectMedia206180 KiB
https://owp.klarna.com/static/40189-e59c99e0.jsScript200180 KiB
https://www.googletagmanager.com/gtm.js?id=GTM-W597GXVScript200169 KiB
https://us-production-asp-distribution-assets-storage.s3.us-east-1.amazonaws.com/source-ikg/770d8b11-977e-46ff-94e5-3071759f1770?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=ASIA2UC3FOTJLQ76QBPR%2F20260805%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260805T133117Z&X-Amz-Expires=3600&X-Amz-Security-Token=IQoJb3JpZ2luX2VjEF0aCXVzLWVhc3QtMSJHMEUCIEmXEmTguJCCUv8RfvBMpLYpTcShx45mHjAcUA8CO4OHAiEAyYSCg%2FRjOCwgj09ANageUnjmQ6liBQc%2F92hyngVgJnsqqgIIJhAAGgw3MzAzMzU2Mzg3MzgiDPY0lx%2FkW6TXubL3WyqHAhNtN1ppw2hyJ3lJN9IHeZ3%2FJ7%2BPBGM25dkazLwN35JITta43GgSOltWFfyCyODeJ%2B1hWrbXoROUG1qEoucnETAvmoX3i5aoRsdqwEbwY3pbzS58cCNL%2FsGW9vHVsKRn2XW%2FwTzTkuS3qdf8JD%2FsmNaW7GjygjwRe%2F0vW06KGP8%2BZX2Z%2Bi5ZCWkCbamsNsGSPFZBXL5w7VbsqiQQ4feV%2BwsTTYAgn2N9qpmLKxf4WS2NACLSYMSpcphfG56vUNMju6sVL%2F93PIUGZEhTNtBCTDF1JZYhyjX18wMQ6DSSyDfP9yutASoxqPd3kfVxeDJV3OldR5ItyGv4pPbaH5QdgC2J5PaPz6rfMI3lzNMGOp0Bc6MaRdANExox2P%2B%2FcTAJ%2FO6iwaJEHUgX8fC7RizWI%2BowhqTwtpVHCQNCPH3hqcsZz2lol%2BpSojIbPEnUY2vqd1bCsXwmqb9CM8Apf6BOmcTFkNqFpGBWbIVqCMYVgdQPyKSZeXxGSblZad7X3EiBfbNitybxxec5WVQxZdJKrgAgCCJiMKVqpeajU4ai8a0sGpw9BrQqGG3e%2F4gBFQ%3D%3D&X-Amz-Signature=873f268ae2a64ea23e4917656a0f133fe7929fd93d696dd8858bddbea47c2a1b&X-Amz-SignedHeaders=host&x-amz-checksum-mode=ENABLED&x-id=GetObjectMedia206136 KiB
https://owp.klarna.com/static/main-f00b24c8.jsScript200134 KiB
https://locker.klarna.com/transform/9f6b6bc6-b479-4d7b-843c-c1034861271f/Web_Hero_BrandDevice_CustomImage200124 KiB
https://www.klarna.com/ca/?grs=%2F&grr=https%3A%2F%2Fwww.klarna.com%2FDocument200117 KiB
https://us-production-asp-distribution-assets-storage.s3.us-east-1.amazonaws.com/source-ikg/eaa99e45-3303-43ae-a355-9a78c9982d62?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=ASIA2UC3FOTJATMOL6LA%2F20260805%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260805T133117Z&X-Amz-Expires=3600&X-Amz-Security-Token=IQoJb3JpZ2luX2VjEF0aCXVzLWVhc3QtMSJHMEUCICOt6fXVEW4nOXi6V02FLxMQ%2BvUlDIdZEydzYFPBZMUnAiEAgYuH4iVVb1hfrFZFS3tyEl4%2FtbojWDTnGRNlatiyInwqqgIIJhAAGgw3MzAzMzU2Mzg3MzgiDE6KPvQe5HHg%2Bx7ADCqHAuM36eSMz0oVi2iDodyiMPZRsLQBhVloIpXYykRVkSZ0lrilh6bLbRsRmwiVaiz9YvgmUyv2Z9x%2BZRSOw14z1%2BI61y0Du6q%2BsIvYVn78dhR40HzqBPRZoo8uAZg%2FtecGV%2FZEYYOiQNMJkfUYm0qyEEE9pD8vM%2BcuDWH5GxynO9tCpEZULI5LS5M4LIMasU0rXH9qq%2Fn6oZnj2c0h6loP19ZGIMP1%2F9LrgkI%2BOth3uUnzDM%2BgPiUgl7W76xq1lXs79pZ2DJuwsnbojnoQvfugKPg4oMEzUDLQJeTWgMeHmnJagFFoJKqTjBCJnY87V9dkRoGPfs%2Fe4nBfTR17x2ivebnA8GIPp4HdMKPfzNMGOp0Bom5Duv3uHUAKS9zo%2FabWKh9hSHDIIXwqZLsWgNh3mYmrZ1lHUZKJoVcr1zMF1bovG6WhD7idU%2FSU1%2FatHES%2FHK%2Faj0peouU8KfshdO%2FYnkjWGsXbprr1ktFMoJYcu9Sk0uLnG2AhEphswPL3s2mG6YGVb6qrXSNwTVtAgs0jVJ%2BCDkpRiMGRVpElcjwOh6zQrVHnfHxkiBv1kami3g%3D%3D&X-Amz-Signature=323e077dbf66a195d0895d5579069d698d3472b93078e8143b5b1abb10ea1375&X-Amz-SignedHeaders=host&x-amz-checksum-mode=ENABLED&x-id=GetObjectMedia206108 KiB
https://cdn.cookielaw.org/scripttemplates/202312.1.0/otBannerSdk.jsScript200104 KiB
https://owp.klarna.com/static/commons-bea4f019.jsScript20098 KiB
https://owp.klarna.com/static/90610-6a839ec4.jsScript20086 KiB
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Long tasks (>50 ms)

StartDuration
3060 ms704 ms
1013 ms295 ms
4278 ms288 ms
2670 ms235 ms
1700 ms136 ms
821 ms112 ms
2092 ms101 ms
3807 ms76 ms
4029 ms69 ms
1396 ms63 ms
Analyzing…
running mobile + desktop · ~30s