A serious proposal explains what it can observe and improve, as well as what it does not control.
Explain the problem you want to solve
Does AI confuse your offer? Do you want to understand the category in another market? Do you need content priorities? These are different assignments. A proposal addressing all of them with the same article count and presence index deserves more questions.
Describe the decision the team needs to make: correcting information, choosing pages to improve or understanding sources supporting answers. That lets you assess usefulness instead of buying a fashionable term. Ask the provider to restate the problem to check mutual understanding.
Ask what will be observed and delivered
Engines, questions, markets and dates should be defined or have a clear agreement process. Know which part is assessment, which includes content changes and which needs separate technical work. A platform's existence does not mean every service is included.
Request an example without confidential information. It should reveal the report's reasoning, not just an attractive dashboard. If data cannot be tied to an observation or definition, ask what it means before comparing proposals.
- Queries and markets covered by the analysis.
- Access to answers and sources supporting findings.
- Criteria distinguishing presence, accuracy and support.
- Priorities and deliverables the team can use.
Be wary of universal positions and timelines
A company can commit to tasks, reviews and deliverables it controls. Guaranteeing a particular citation or recommendation across every engine is different. Make that distinction explicit. Ask how an unfavorable result will be treated too.
Google provides criteria for evaluating SEO providers and warns against misleading promises. Applied here, review relevant experience, clear scope and verifiable measures. You do not need to reveal sensitive documents for someone to explain how they present an assessment.
Define who will make corrections after the report
Opportunities can stay pending if nobody has access or responsibility to act. Agree who validates product information, who edits pages and which changes need approval. This operation need not be public, but the engagement should account for it.
Wiwo positions AI Visibility / GEO as analysis of answers and sources with agreed work priorities. Wiwo.MetriQ can support the reading, while the service adds interpretation and a plan. Discuss specific scope; projects do not all need the same engines, markets or deliverables.
Compare what you receive and can verify, not just the number of queries advertised. A focused assessment ending in clear decisions may be more useful than extensive indicators disconnected from the business.
Frequently asked questions
Can a service guarantee citations?
It does not control each platform's final answers. It can commit to analysis scope and verifiable improvements to brand information.
Do I need software and consulting?
It depends on your team's ability to interpret and act. A tool organizes information; a service may add assessment and priorities. Review each proposal's scope.
