Nordic-Baltic AI Reputation Index 2026

Skoda Auto AI Visibility

How visible is Skoda Auto in ChatGPT, Gemini, Grok and Perplexity? · updated May 2026

As of May 2026, Skoda Auto is recommended in 33% of buyer-intent AI answers about Automotive, ranking #41 of 66 alongside Volkswagen Slovakia and Volkswagen. The measurements below come from GPT, Gemini and Perplexity with live web grounding.

AutomotiveHQ: Czech RepublicThe Rankfor® Index 2026
AI Visibility Score
50
out of 100
Rank #41 of 66 · Automotive
Emerging

How each AI model sees Skoda Auto.

AI modelSentiment (-1 to +1)Read
GPT (ChatGPT)+0.18Positive
Gemini+0.05Neutral
Perplexity+0.07Positive

Inter-model spread: 0.059. The models broadly agree about Skoda Auto.

SignalValue
Recommendation share (buyer-intent prompts)33%
Total citations analyzed695
Top source typeOther web
Blind languages (of 12)4

Score breakdown.

Weight 25%
Sentiment
50.2
Weight 25%
Recommendation
33.3
Weight 20%
Source Quality
38.8
Weight 20%
Consistency
50.2
Weight 10%
Stability
41.1

Cross-language divergence.

How differently AI talks about Skoda Auto in each of the 12 study languages compared to its home-language baseline. Lower is better; values above 0.05 mean the narrative meaningfully diverges.

Lithuanian
0.231
Latvian
0.239
Estonian
0.178
Finnish
0.189
Polish
0.074
Czech
0.000
Slovak
0.078
Swedish
0.236
Norwegian
0.193
Danish
0.237
German
0.125
English
0.034

Where AI gets Skoda Auto's story.

Source types

Other web
87.8%
Brand-owned
6.5%
Wikipedia
3.9%
Industry reports
0.9%
Tier-1 news
0.5%
Social media
0.4%

Top cited domains

skoda-auto.com201
youtube.com147
wikipedia.org96
skoda-storyboard.com84
volkswagen-group.com61

Skoda Auto vs comparable brands.

BrandCategoryScore /100Band
Skoda AutoAutomotive50Emerging
Volkswagen SlovakiaAutomotive58Emerging
VolkswagenAutomotive58Emerging
Volvo CarsAutomotive57Emerging

Frequently asked questions.

Does ChatGPT recommend Skoda Auto?

In the Nordic-Baltic AI Reputation Index 2026 study, Skoda Auto was recommended in 33% of buyer-intent prompts, measured across GPT (ChatGPT), Google Gemini and Perplexity. The study asks the AI models real buying questions and counts how often each brand is named as a recommendation.

How visible is Skoda Auto in AI search?

As of May 2026, Skoda Auto scores 50/100 on the Rankfor AI Visibility Index, rank #41 of 66 in Automotive. That places Skoda Auto in the "Emerging" band.

Which AI models cite Skoda Auto?

The index measures GPT (ChatGPT), Google Gemini and Perplexity, all with live web grounding. Across the models, the study analyzed 695 citations for Skoda Auto; the most-cited domain is skoda-auto.com.

Methodology.

Nordic-Baltic AI Reputation Index 2026: 66 brands, 12 languages, 3 AI models (GPT, Gemini, Perplexity Sonar with live web grounding), 35,640 responses. Each brand is scored on sentiment, recommendation share, source quality, consistency and stability; the composite maps to the 0-100 AI Visibility Score shown here. Published April 2026, last updated May 2026.

See what AI says about your brand.

The full index profile includes per-language charts, per-model analysis and specific recommendations. Or run a free check on any brand yourself.

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