# AI Visibility Index

> Measures which Nordic brands AI services mention, recommend and describe accurately within their industry.

Human view: https://hasty.se/en/studier/ai-visibility-index
Agent view: https://hasty.se/en/studier/ai-visibility-index.md

Languages: sv=https://hasty.se/studier/ai-visibility-index | en=https://hasty.se/en/studier/ai-visibility-index | no=https://hasty.se/no/studier/ai-visibility-index | da=https://hasty.se/da/studier/ai-visibility-index | fi=https://hasty.se/fi/studier/ai-visibility-index

Status: ready. Evidence: observed. Cadence: quarterly.

## Research question

Which brands are visible in AI answers?

## Method

A pre-registered query panel runs at least twice per engine, country, language and industry. Mentions are coded and quality-reviewed before publication.
Sample: 30–50 brands per country and industry. Hasty and direct competitors are excluded.

## Measures
- Mention rate
- Prominence and recommendation
- Accuracy, citations and volatility

## Limitations
- AI answers vary between runs and models.
- Results are a snapshot, not causal evidence.

Hasty funds and commissions the programme. Methods, exclusions and limitations are public.

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## Site maps for agents
- https://hasty.se/llms.txt
- https://hasty.se/llms-full.txt
- https://hasty.se/agents.md
- https://hasty.se/sitemap.xml

Hasty is a brand owned by Norrhavet Group AB (org.nr 559258-3792), Sweden.