AI brand reputation in Estonia

6 brands × 2 languages (Estonian + English) × 3 AI models. Part of the Rankfor® Index 2026 study covering 66 brands across 11 markets and 12 languages.

6 brands testedHome language: Estonian (et)Models: GPT-5.4, Gemini 3.1 Pro, Perplexity Sonar Pro

Top brand in Estonia

Elisa Estonia

Highest Rankfor® Index score among the 6 Estonia brands tested, measured across Estonian and English.

49.30

Rankfor® Index (0–100)

Sentiment heatmap

How positive or negative AI is about each of the 6 Estonia brands, broken down by language and AI model. Greener cells mean AI describes the brand in warmer terms; redder cells mean AI describes it more critically.

Source: Rankfor.AI Rankfor® Index 2026, Nordic-Baltic Edition. Sentiment scored by multilingual XLM-RoBERTa on 35,640 grounded AI responses, May 2026.

Brands tested in Estonia

Six brands selected to represent the leading Estonia category players that AI is likely to encounter when buyers ask category-level questions.

Bolt

Wise

Pipedrive

Swedbank Estonia

Elisa Estonia

Selver

Home-language signal. Estonian is the most positive AI language in the study with a mean Rankfor® Index of 50.22 across all 66 brands, beating the English baseline of 47.06. The hypothesis: a thinner native-language press corpus means AI defaults to neutral, encyclopaedia-style framing rather than critical journalism.

Headline finding

From the master findings of the Rankfor® Index 2026.

Estonian AI is the most positive language at mean ARI 50.2. The hypothesis: thicker native-language press surfaces more critical journalism into the AI response.— Rankfor® Index 2026, Nordic-Baltic + CEE Edition

How the Rankfor® Index works

The Rankfor® Index is a composite score combining five signals: how positively AI describes the brand (sentiment), how often AI recommends the brand when asked a category question (recommendation share), the quality of sources AI cites, how consistent the brand story is across 12 languages, and how much GPT, Gemini and Perplexity agree. Every brand is scored on a 0–100 scale per language. See the full study, methodology and complete 66-brand leaderboard.

See how Estonia fits the wider picture

Browse all 66 brand profiles, the 11 country leaderboards, and the full Rankfor® Index 2026 study covering Nordic-Baltic and Central European AI reputation.

Open the full Rankfor® Index 2026 →