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AEO · evidence and practical implementation

# Evidence-led comparison pages: fair criteria and inspectable conclusions

Help a buyer choose using a transparent method. Separate observed tests, official specifications and opinions, and do not invent best-of rankings.

## Define the decision before the shortlist

State the buyer task, required market, product class and inclusion criteria. Explain why the selected alternatives are comparable and what is excluded. A local consultancy and a self-service software subscription can solve different parts of a problem; comparing them as interchangeable products can mislead. Disclose relevant commercial relationships.

## Keep a claim ledger

For each criterion record the source, date, applicable plan or version and whether it was actually tested. “Documentation states” is different from “we measured”. If a price or limit cannot be verified, mark it unverified rather than filling a neat table with a guess. Keep material exceptions beside the result and retain the evidence for later updates.

## Give conclusions a boundary

Explain which alternative fits a particular situation under the stated criteria. Do not claim universal superiority from one narrow example. Include a route to current official information and a review trigger when products change. Useful comparison content lets a reader disagree with the weighting while still inspecting the facts; it is not disguised self-awarded proof.

## Continue with the related decision

- [AEO learning paths](https://gavek.dk/aeo/)

- [Original AEO research: publish the method before the headline result](https://gavek.dk/learn/original-source-resources/)

- [Discuss the scope of AEO and AI-search work](https://gavek.dk/services/ai-search/)

### Sources, method and review information

Editorial publisher: Gavek. Reviewed 8 November 2026. Practical methods and clearly labelled examples are original editorial guidance, not customer results or a disclosed platform algorithm. Check sources when implementing.

- [Google Search · quality](https://developers.google.com/search/docs/fundamentals/creating-helpful-content)

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