ESTENA Consultation

News analysis16 October 2026

AI answers above search results: what this changes for reputation

Search engines increasingly show an AI summary above the links. What that means for how you are seen.

Article cover for “AI answers above search results: what this changes for reputation”

Yandex and Google are expanding AI answers that appear above the standard search results. For users, it is convenient: a short summary instead of ten links. For reputation, it means the first impression is formed by a paragraph the model has assembled from several sources.

What this means in practice

Users may never reach the links you have invested time in
The summary draws facts from different sources, including old and inaccurate ones
Search rankings still matter: the model relies on the same sources

We can help with thisReputation in AI answersWhat ChatGPT, Alice, Perplexity and Gemini say about you

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Our view

Managing search results and managing AI answers are becoming a single task. What matters is not only a top position, but which facts from a source make it into the summary: the date, the role, how the story ended.

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What to do next

If you recognise your situation, start with an audit: in five business days we will show you what a bank, a partner and an AI model see about you.

Reputation in AI answersWhat ChatGPT, Alice, Perplexity and Gemini say about you

How we can help

If this article describes your situation, this is where clients usually start.

Reputation in AI answers

What ChatGPT, Alice, Perplexity and Gemini say about you

Digital profile building

Models rely on search results: a strong search profile changes the AI answer as well.

Removal and suppression of negative content

If a model cites negative content, we work on the source itself.

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14 October 2026 · 8 min readRead the article →

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Removal & suppression

Why an article can’t be removed “without a trace”, and what actually works

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2 October 2026 · 7 min readRead the article →

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How AI models build an answer about a person, and why they get it wrong

ChatGPT, Alice (Yandex) and Perplexity don’t know you personally. They assemble an answer from whatever sources are available. Here is where the errors come from and what to do about them.

25 September 2026 · 6 min readRead the article →

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