Illustrative use cases
Three typical situations where AI visibility becomes a concrete task.
01 / E-COMMERCE
A store sells products that need explanation. Customers ask AI about differences and recommendations.
We examine relevant comparison questions, visible competitors and existing product-page information.
The team receives prioritised tasks for product data, FAQs and comparison content.
02 / MARKETING
A marketing team publishes regularly and wants to understand which customer questions its content still leaves unanswered.
We connect observed mentions and sources with selected topics and compare them with existing content.
A shared work plan links observation, editorial action and later review.
03 / AGENCIES
An agency wants to include AI visibility in its ongoing client work.
We define scope, reporting and collaboration and assess suitable client environments.
A repeatable workflow for analysis, alignment and improvement, with clear responsibilities.
These examples illustrate possible project workflows. They are not claimed customer results.
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