Overall AI readiness score
A combined result across all audit signals.
Excellent
AI readiness audit: 7/21/2026Public technical data
Overall AI readiness assessment
How ready karhuhelsinki.fi is for AI systems
Karhu Helsinki was independently audited by llmsmap. karhuhelsinki.fi currently scores 90/100 for AI readiness. The result combines AI-specific files, crawler policy, sitemap discovery, structured homepage data, and—when available—the mobile Google Lighthouse technical profile.
Audit context
llms.txt is accessible and contains 545 tokens. An expanded llms-full.txt is also available with 21,028 tokens, giving agents more direct context. No separate ai.txt policy was detected; it is optional, but can clarify training, retrieval, and attribution preferences.
robots.txt is available. 11 of 11 tracked AI bots are not blocked. Declared sitemaps: 1. The homepage exposes Schema.org types WebSite, WebPage, Organization; 7 OpenGraph tags were found and markup completeness is 100%.
The mobile Lighthouse profile adds Performance 51/100, Accessibility 81/100, Best Practices 77/100, SEO 92/100, and experimental Agentic Browsing 67/100. These signals have a limited weight: they complement rather than replace llms.txt, robots.txt, and structured-data checks.
Confirmed strengths
- Accessible llms.txt
- Expanded llms-full.txt
- 1 sitemap declaration
- Schema.org: WebSite, WebPage
- Complete social metadata
Priority improvements
- 1Reduce mobile rendering delay and main-thread work.
- 2Clarify semantics, labels, and interactive states.
llms.txt tokens545
llms-full.txt tokens21,028
ai.txt
sitemap.xml
Google Lighthouse technical profile
A mobile Lighthouse measurement. Google’s experimental Agentic Browsing category is explained separately and does not replace the broader llmsmap AI-readiness score.
51
Performance
81
Accessibility
77
Best Practices
92
Technical SEO
67
Agentic Browsing
What these results mean
Mobile performance is 51/100, with the largest visible content block appearing in 16.8 s and the browser main thread blocked for 260 ms. Layout shift was 0.001. The main thread is where the browser runs JavaScript, calculates layout, and paints the page; long work there delays both user input and browser-agent actions.
Accessibility scored 81/100, Best Practices 77/100, and technical SEO 92/100. The experimental Agentic Browsing category scored 67/100. It measures signals Google currently tests for software agents and is shown separately from the llmsmap AI-readiness score.
1
Reduce code that loads without helping the page
Remove unused CSS and JavaScript, load heavy widgets on demand, and limit third-party scripts. Less code means less parsing and background work on the device.
2
Optimise images and their loading order
Serve correctly sized modern formats, prioritise the primary visual, and lazy-load content below the first viewport.
3
Reduce network delay
Improve server response time, remove unnecessary redirects and repeat downloads, and use compression, caching, and selective preconnect hints.
4
Make controls unambiguous
Give buttons and links accessible names, associate labels with fields, and use ordered headings and semantic regions. The same structure helps screen readers and software agents understand actions.
FCP9.0 s
First content
LCP16.8 s
Main content
CLS0.001
Layout stability
TBT260 ms
Blocking time
SI9.0 s
Visual speed
Metric glossary
- FCP · First content
- When the first text or image appeared on screen.
- LCP · Main content
- When the largest visible element in the first viewport rendered.
- CLS · Layout stability
- How much content shifted unexpectedly while loading; lower is better.
- TBT · Blocking time
- How long the browser main thread could not respond quickly to input.
- SI · Visual speed
- How quickly the visible viewport filled with content.
7/21/2026Lighthouse 13.4.0Mobile profile
AI readiness checks
Machine-readable files, crawler policy, discovery, and homepage markup.
ai.txt
ai.txt file was not found
Sitemap in robots.txt1
1 sitemap found
Schema.org (JSON-LD)
Types: WebSite, WebPage, Organization
OpenGraph100%
7 OG tags found
AI bot access
Based on robots.txt analysis
GPTBotNot mentioned
OAI-SearchBotNot mentioned
ChatGPT-UserNot mentioned
Google-ExtendedNot mentioned
ClaudeBotNot mentioned
Claude-SearchBotNot mentioned
Claude-UserNot mentioned
BytespiderNot mentioned
CCBotNot mentioned
PerplexityBotNot mentioned
Perplexity-UserNot mentioned
Sitemaps
Declared discovery routes for crawlers and agents.
OpenGraph tags
Social preview metadata found on the homepage.
og:typewebsiteog:localefi_FIog:site_nameKarhu Helsinkiog:titleDigitoimisto | Karhu Helsinki Oyog:descriptionOlemme digitoimisto. Konseptoimme, suunnittelemme ja rakennamme verkkopalveluita ja pidämme niistä huolta. Työmme perustuu dataan ja tutkimustietoon.og:urlhttps://www.karhuhelsinki.fi/Schema.org markup
Structured entities and properties exposed on the homepage.
WebSiteWebPageOrganization
nameKarhu Helsinkiurlhttps://www.karhuhelsinki.fi/inLanguagefipotentialAction{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://www.karhuhelsinki.fi/search/{search_term_spublisher{"@id":"https://www.karhuhelsinki.fi/#/schema/Organization"}descriptionOlemme digitoimisto. Konseptoimme, suunnittelemme ja rakennamme verkkopalveluita ja pidämme niistä huolta. Työmme perustuu dataan ja tutkimustietoon.logohttps://www.karhuhelsinki.fi/wp-content/uploads/2022/06/karhu-favicon.png# Karhu Helsinki > [Karhu Helsinki](https://www.karhuhelsinki.fi/) is a Finnish digital agency specializing in data-driven web design and development. We create websites and digital services based on research and user insights. ## Services - [Website creation for businesses, organizations, and public sector](https://www.karhuhelsinki.fi/verkkosivut/) - [Website redesign and consultation](https://www.karhuhelsinki.fi/konsepti-design/) - [Extranet and intranet solutions](https://www.karhuhelsinki.fi/verkkosivut/extranet-palvelut/) - [WordPress and Drupal development](https://www.karhuhelsinki.fi/verkkosivut/verkkosivut-yritykselle/) - [User research and testing](https://www.karhuhelsinki.fi/tutkimukset/kayttajatutkimus/) - [Heat map analysis](https://www.karhuhelsinki.fi/tutkimukset/kuumakarttatestaus/) - [Conversion rate optimization](https://www.karhuhelsinki.fi/tutkimukset/konversioauditointi/) - [Accessibility auditing](https://www.karhuhelsinki.fi/tutkimukset/saavutettavuusauditointi/) - [Keyword research and SEO strategy](https://www.karhuhelsinki.fi/tutkimukset/avainsanatutkimus/) - [Search engine optimization (SEO)](https://www.karhuhelsinki.fi/kasvu-ja-data/hakukoneoptimointi/) - [Web analytics setup and analysis](https://www.karhuhelsinki.fi/kasvu-ja-data/web-analytiikka/) - [Data-driven continuous improvement](https://www.karhuhelsinki.fi/kasvu-ja-data/karhu-kaizen-verkkosivuston-jatkuva-datavetoinen-kehittaminen/) - [Performance monitoring](https://www.karhuhelsinki.fi/kasvu-ja-data/miten-kasvatamme-kavijamaaraa/) ## Technologies - [WordPress](https://www.karhuhelsinki.fi/wordpress/) - [Drupal](https://www.karhuhelsinki.fi/drupal/) - [Web analytics tools](https://www.karhuhelsinki.fi/kasvu-ja-data/web-analytiikka/) - [Heat mapping and user testing tools](https://www.karhuhelsinki.fi/tutkimukset/) ## Target Markets - [Small and medium businesses, publicly listed companies](https://www.karhuhelsinki.fi/verkkosivut/yrityksille/) - [Organizations and associations](https://www.karhuhelsinki.fi/verkkosivut/verkkosivut-jarjestolle/) - [Public sector entities](https://www.karhuhelsinki.fi/verkkosivut/julkisen-sektorin-verkkosivut/)
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Added 7/19/2026