An agency may want to understand how a client is represented in AI-assisted discovery as well as conventional search. Begin with the questions the client wants to answer and the information its website actually provides. Review referral and search data where available rather than assuming that AI assistants have replaced another channel or deliver a more valuable audience.
Generative engine optimization is a label used for work intended to improve visibility in AI-generated answers. It should not imply a guaranteed way to earn a citation. Google states that its established SEO practices also apply to its AI search features, with no special optimization required. Make important information crawlable, clear and useful, and keep structured data consistent with visible content.
For content preparation, explain the question directly, identify the source of factual claims and distinguish evidence from opinion. Update information when it changes, and make limitations visible. These are useful editorial practices regardless of which system surfaces a page. Neither detailed formatting nor a new label for the work guarantees indexing, inclusion in an answer or a conversion.
Measure the channels you can observe and record the gaps. Track relevant search queries, identifiable referrals and agreed conversion events, using consistent definitions. If an AI system mentions the client, treat that observation as a point-in-time result, not a durable placement. Use the findings to improve the content instead of forecasting that one discovery channel will become dominant.
Max Socials Team
Insights from the Max Socials product, engineering, and strategy teams.