mantox.fi AI visibility score

How Claude finds and describes Wisuron (Mantox Solutions) (mantox.fi), and how ready the website is for AI assistants. Independent automated test, 5 runs on 19 October 2026.

73of 100

AI visibility55

Technical readiness100

Found by web search5/5

AI visibility ranged from 55 to 55 across 5 identical runs.

What Claude said about mantox.fi

Asked to look up mantox.fi on the web and say what it is.

mantox.fi is the website of Mantox Solutions Oy, a Finnish startup whose contact page lists an address in Kuopio. Its product, Wisuron, turns technical work drawings, product lists and quote requests into an Excel breakdown (item, dimensions, material, quantity and weight). The company won the main prize at Ship Startup Festival 2026 for automating quote calculation in SMEs in the manufacturing industry, and Wisuron was developed together with Vihdin Kuumasinkitys, a hot-dip galvanizing company.

Without searching, Claude did not know this site.

Sources Claude used

rocketreach.cox.combcpohjois-savo.fisavonia.fimantox.fiplay.google.com

Found the site with web search	5/5
Described the business correctly	0/5
Knew it without searching	0/5

What was off in one run: It omits the target customers (surface treatment, steel fabricators, machine shops) and adds unverified award and partner claims.

Technical AI readiness: 100/100

Based on the homepage our automated checker received on 19 October 2026. Some sites serve different content to automated requests than to browsers.

✓
AI crawlers allowed in robots.txt
✓
AI crawler user agents not refused
✓
Content visible without JavaScript
✓
Structured data (schema.org)
✓
Indexable and snippet-eligible
✓
llms.txt (optional)
✓
Title and meta description
✓
Heading structure
✓
Question-style headings / FAQ
✓
Sitemap
✓
HTTPS
✓
Language declared
✓
Open Graph tags

How does your website score?

Free GEO Checker shows what Claude says about your business, 12 technical checks and three fixes, in under a minute.

Check your website Run a fresh check of mantox.fi

This page shows results from the Free GEO Checker research pilot, checked on 19 October 2026. AI answers change over time. Wisuron (Mantox Solutions) is not a customer and has not reviewed or endorsed these results. How the score works.