Microsoft published a sixteen page explainer guide about optimizing for AI search and chat. While many of the suggestions can be classified as SEO, some of the other tips relate exclusively to AI search surfaces. Here are the most helpful takeaways.
What AEO and GEO Are And Why They Matter
Microsoft explains that AI search surfaces have created an evolution from “ranking for clicks” to “being understood and recommended by AI.” Traditional SEO still provides a foundation for being cited in AI, but AEO and GEO determine whether content gets surfaced inside AI-driven experiences.
Here is how Microsoft distinguishes AEO and GEO. The first thing to notice is that they define AEO as Agentic Engine Optimization. That’s different from Answer Engine Optimization, which is how AEO is commonly understood.
- AEO (Answer/Agentic Engine Optimization) focuses on optimizing content and product information easy for AI assistants and agents to retrieve, interpret, and present as direct answers.
- GEO (Generative Engine Optimization) focuses on making your content discoverable and persuasive inside generative AI systems by increasing clarity, trustworthiness, and authoritativeness.
Microsoft views AEO and GEO as not limited to marketing, but multiple teams within an organization.
The guide says:
“This shift impacts every part of the organization. Marketing teams must rethink brand differentiation, growth teams need to adapt to AI-driven journeys, ecommerce teams must measure success differently, data teams must surface richer signals, and engineering teams must ensure systems are AI-readable and reliable.”
AI shopping is not one channel, it’s really a set of overlapping systems.
Microsoft describes AI shopping as three overlapping consumer touchpoints:
- AI browsers that interpret what’s on a page and surface context while users browse.
- AI assistants that answer questions and guide decisions in conversation.
- AI agents that can take actions, like navigating, selecting options, and completing purchases.
The AI touchpoint matters less than whether the system can access accurate, structured, and trustworthy product information.
SEO Still Plays A Role
Microsoft’s guide says that the AEO and GEO competition changes from discovery over to influence. SEO is still important, but it is no longer the whole game.
The new competition is about influencing the AI recommendation layer, not just showing up in rankings.
Microsoft describes it like this:
- SEO helps the product get found.
- AEO helps the AI explain it clearly.
- GEO helps the AI trust it and recommend it.
Microsoft explains:
“Competition is shifting from discovery to influence (SEO to AEO/GEO).
If SEO focused on driving clicks, AEO is focused on driving clarity with enriched, real-time data, while GEO focuses on building credibility and trust so AI systems can confidently recommend your products.
SEO remains foundational, but winning in AI-powered shopping experiences requires helping AI systems…
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