Visibility in AI answers (GEO)

Is your brand mentioned when customers ask?

We assess how ChatGPT, Gemini, and other answer systems represent your company, which information is missing or incorrect, and which owned sources should be improved. Changes are documented through repeated measurement.

Assessment areas

Examine representation, gaps, and owned sources

The assessment separates external output from controllable foundations. Observations are documented with their date and question.

Representation review

Repeat relevant questions and assess answers by mention, context, and factual accuracy.

Information gaps

Identify missing, unclear, or outdated details that affect the market and customer decisions.

Owned sources

Assess the website, profiles, case studies, and other controllable information for clarity and evidence.

Source structure

Connect important claims, relationships, and evidence clearly across owned content.

Repeated measurement

Repeat the same relevant questions at defined intervals and document changes.

Approach

Improve controllable foundations and observe external answers

The method uses documented questions, dates, and sources. Individual answers are not treated as a permanent truth.

  1. Define questions and a baseline

    Select real customer questions and record current representation with its date and context.

  2. Connect gaps with sources

    Compare unclear statements with owned pages, profiles, and available evidence.

  3. Improve owned information

    Make controllable content clearer, more complete, and better connected.

  4. Measure again

    Repeat the defined questions and document observable changes without a guarantee.

How is your company represented for relevant questions?

We define the most important questions, document the baseline, and assess which owned sources should be improved first.