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News · October 22, 2026 · 4 min read

Neural Ranks AI Visibility Index

A monthly ranking, by sector, of the brands AI engines mention most in Portugal and Spain. The first edition comes out on 2 November.

In short

Every month, the Index measures which brands appear in the answers of ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews across five sectors, in Portugal and Spain. Each brand gets a single score: the average across all engines. The first edition is published on 2 November 2026.

The five sectors in the first edition

  • Banking and insurance
  • Tourism
  • Healthcare
  • Education
  • Technology

How it’s calculated

For each sector and market, we ask every engine a fixed set of real consumer questions. We count which answers mention each brand and average the results across engines. The result is one score per brand, comparable from month to month.

The method follows the same rules as the platform: questions grouped by intent, more than one round of questions and the same question set every month, so that changes are real and not down to chance.

Where it will be published

On the Top brands in AI page, with the full ranking and the breakdown by engine. Anyone who wants to receive each edition can subscribe there.

The Index measures presence in AI answers. It is not an assessment of the quality of the brands’ products or services.

Key points
  • First edition on 2 November 2026.
  • Five sectors, Portugal and Spain.
  • One score per brand: the average across the 5 engines.
Go from theory to numbers.

See how AI talks about your brand on every topic.

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