What should buyers know about AI search visibility services?

What an AI search visibility service delivers

A good service gives you measurements you can check and a short list of next steps. With Creative Data Engineers, every plan includes:

What does an AI visibility consultant do?

An AI visibility consultant measures how AI assistants answer your buyers' questions, explains why competitors appear where your brand does not, and recommends what to publish on your website and on the sources those assistants cite. The work has four parts:

• →Agree the scope: brand, competitors, markets, languages and the buyer questions to measure.
• →Measure and record: ask every question on every AI service, keep the answers, dates and sources.
• →Interpret: connect each gap to a cause, for example a missing page, an unclear entity or a source the answers prefer.
• →Prioritise: give your team the next actions in order, and measure again after you publish.

Some consultants also write or publish the content. Our guide AI visibility tools vs a GEO consultant compares a consultant with a software tool.

Do you need to give a provider CMS access?

No. With our standard service, your team or agency publishes the recommended changes in your normal process, and nobody at Creative Data Engineers needs access to your CMS. Each recommendation names the page, the change and the evidence behind it.

Who does what in the standard service

Step	Creative Data Engineers	You or your agency
Scope	Proposes buyer questions, competitors and markets	Approves the question set, markets and languages
Measurement	Asks every question on ChatGPT, Claude, Gemini and Google AI Overviews and records answers, dates and sources	Nothing to do
Recommendations	Prioritises what to publish, names the page and the evidence, drafts schema	Decides which actions to take
Publishing	No CMS access needed	Publishes the changes on your website and other channels
Next month	Measures the same questions again	Reviews what changed

What you provide

• →The brand, the competitors, the domains and the markets and languages you want measured.
• →Your approval of the buyer-question set before measurement starts.
• →A team or agency that can publish changes on your website.
• →Read-only Search Console access, where it is part of the agreed analysis.

If you want help coordinating the work, Partner adds monthly human review and a working call: book a call. We coordinate the work with your internal stakeholders, agencies and developers.

What no provider can promise

AI rankings, citations and recommendations cannot be guaranteed. AI assistants change their answers on their own schedule, and the same question can get a different answer on the next run.

Google states that a page needs no special technique to appear in AI Overviews or AI Mode: it has to be indexed and eligible to be shown in Google Search with a snippet. A service that promises a secret method is selling something Google says does not exist. What a service can give you is a dated record of the answers and a clear list of what to publish next.

What the service costs

Our plans start at €199 per month for one market language and include every item listed above. Start, System and Scale, their prices and the market-language rule are on the Advisor page. If you want us to do the work with you, ask about Partner: book a call.

Sources

• →Google Search Central, AI features and your website, retrieved 14 November 2026.
• →Creative Data Engineers, CDE AI Visibility Advisor plans and pricing.
• →Creative Data Engineers, How it works.

Questions buyers ask