SEO and GEO describe closely related work. Classic results and generated answers can share a technical foundation. Crawl access, indexing, canonical URLs, internal links and a fast, understandable website remain relevant.
Context and scope
Contradictory service details make buying decisions and verification of AI answers harder. Correct those details at their source: service pages, price documents and public business profiles. A schema graph should express the same facts.
A ranking position alone cannot describe a generated answer. Record mentions, source links, factual accuracy and subsequent enquiries separately. Answers may remove the need for another click; accurate representation still does not demonstrate a revenue contribution.
Swiss companies also need language planning. Differences between DE, FR, IT and EN can have many causes: demand, available sources, local relevance or test conditions. A weak translation is a possible explanation, not a diagnosis without investigation. SOURCE/01 connects the observations to prioritised work.
One offer, three separate checks
Fictional example: a consultancy publishes DE and EN service pages. Search reporting records clicks to the DE page; an AI sample names the company but does not link the EN source. These observations do not establish a translation problem. First check indexing, language settings and the actual statements on the EN page.
| Review point | Example / subject | Interpretation |
|---|---|---|
| Search performance | Impressions, clicks and relevant queries | Specify the period and language. |
| Answer representation | Mention, source URL and factual accuracy | Record the surface and test conditions. |
| Business outcome | Suitable enquiries or agreed calls | Attribute the source only where the data supports it. |
How to apply this
- Agree one approved description of the offer.
- Keep search data and AI observations in separate columns.
- Check language versions for equivalent services and conditions.
- Prioritise technical findings, editorial errors and unresolved hypotheses separately.
Sources and further reading
The source supports the rules it describes. This article’s working templates are our methodological examples, not client test results.
GEO: search AI and sources
AEO: extractable answers
Next step
The free short check provides an initial assessment of one domain, three buying questions and three observations. An introductory call establishes whether deeper analysis is useful.
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