Lubella AI Visibility
How visible is Lubella in ChatGPT, Gemini, Grok and Perplexity? · updated June 2026
As of June 2026, Lubella is recommended in 100% of buyer-intent AI answers about Makarony / zbożowe, ranking #0 of 46 alongside Dawtona and Black Red White. The measurements below come from GPT, Gemini and Perplexity with live web grounding.
How each AI model sees Lubella.
| Signal (3 AI models, Polish prompts) | Value |
|---|---|
| AI Reputation Index (ARI) | 68.7 |
| Sentiment | 54 |
| Source quality | 16.8 |
| Recommendation share | 100% |
| Brand-owned domains in citations | 8.6% |
| Average citations per answer | 3.27 |
Aggregated across GPT, Gemini and Perplexity Sonar with live web grounding; 464 citations analyzed.
Where AI gets Lubella's story.
Source types
Top cited domains
Lubella vs comparable brands.
| Brand | Category | Score /100 | Band |
|---|---|---|---|
| Lubella | Makarony / zbożowe | 69 | Emerging |
| Dawtona | Przetwory / sosy / dżemy | 78 | Recommended |
| Black Red White | Meble / wyposażenie domu | 78 | Recommended |
| Agata Meble | Meble / wyposażenie domu | 75 | Recommended |
| Aquaphor | Filtry do wody | 74 | Recommended |
| Beckers | Farby / remont | 73 | Recommended |
| Barlinek | Podłogi drewniane | 72 | Recommended |
Frequently asked questions.
Does ChatGPT recommend Lubella?
In the AI Brand Index Polska 2026 study, Lubella was recommended in 100% 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 Lubella in AI search?
As of June 2026, Lubella scores 69/100 on the Rankfor AI Visibility Index, rank #0 of 46 in Makarony / zbożowe. That places Lubella in the "Emerging" band.
Which AI models cite Lubella?
The index measures GPT (ChatGPT), Google Gemini and Perplexity, all with live web grounding. Across the models, the study analyzed 464 citations for Lubella; the most-cited domain is maspex.com.
Methodology.
AI Brand Index Polska 2026: 46 brands, Polish buyer-intent prompts, 3 AI models (GPT, Gemini, Perplexity Sonar with live web grounding), ARI v2 on a 0-100 scale. We measure visibility, narrative and recommendability in AI answers; we do not rate company or product quality. Published June 2026.
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