Independent technical audit

karhuhelsinki.fi

Overall AI readiness score

A combined result across all audit signals.

Excellent

AI readiness audit: 11/5/2026Public technical data

Overall AI readiness assessment

How ready karhuhelsinki.fi is for AI systems

95/100

Karhu Helsinki was independently audited by llmsmap. karhuhelsinki.fi currently scores 95/100 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 Google Lighthouse measurement is still collecting. Once complete, performance, accessibility, technical quality, SEO, and experimental browser-agent signals will be added with a limited weight.

Confirmed strengths

Accessible llms.txt
Expanded llms-full.txt
1 sitemap declaration
Schema.org: WebSite, WebPage
Complete social metadata

Priority improvements

1Keep machine-readable files and markup aligned with future site changes.

llms.txt tokens545

llms-full.txt tokens21,028

ai.txt

sitemap.xml

Google Lighthouse technical profile

Google data is temporarily unavailable. The independent llmsmap AI-readiness audit remains valid.

AI readiness checks

Machine-readable files, crawler policy, discovery, and homepage markup.

llms.txt

File found and accessible

https://www.karhuhelsinki.fi/llms.txt

llms-full.txt

Full version is available

https://www.karhuhelsinki.fi/llms-full.txt

ai.txt

ai.txt file was not found

robots.txt

File found

https://karhuhelsinki.fi/robots.txt

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.

https://www.karhuhelsinki.fi/sitemap.xml

OpenGraph tags

Social preview metadata found on the homepage.

Markup completeness: 100%

og:typewebsite

og:localefi_FI

og:site_nameKarhu Helsinki

og:titleDigitoimisto | Karhu Helsinki Oy

og:descriptionOlemme digitoimisto. Konseptoimme, suunnittelemme ja rakennamme verkkopalveluita ja pidämme niistä huolta. Työmme perustuu dataan ja tutkimustietoon.

og:urlhttps://www.karhuhelsinki.fi/

og:imagehttps://www.karhuhelsinki.fi/wp-content/uploads/2024/01/konseptointi-ja-maarittely-karhu-helsinki-1024x1008.jpg

Schema.org markup

Structured entities and properties exposed on the homepage.

Types found: 3 · Properties: 7

WebSiteWebPageOrganization

nameKarhu Helsinki

urlhttps://www.karhuhelsinki.fi/

inLanguagefi

potentialAction{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://www.karhuhelsinki.fi/search/{search_term_s

publisher{"@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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