Your Google reviews, Trustpilot reviews, Shopify reviews, G2 reviews -- AI models can see the platform page. But without structured data on your own site, they can't attribute those reviews to your brand with confidence.
This matters because reviews are one of the strongest E-E-A-T signals AI uses to decide whether to cite you.
When an AI model is evaluating whether to recommend your product, it looks for third-party validation. Not just that reviews exist -- but that they're structured in a way the model can read, count, and trust. AggregateRating schema on your product or service pages is how you give the model that signal.
Without it, your 500 five-star reviews might as well not exist. The AI sees a page about your product. It doesn't see that 500 people rated it 4.9 out of 5. That social proof -- the thing that would make a human buy -- is invisible.
The brand next door with 50 reviews and proper AggregateRating schema gets cited as the more credible option. Because the AI can actually verify the credibility.
This is one of the most common gaps we see in AEO audits. Brands that have done the hard work of earning real customer trust, and then failed to make that trust readable by the systems that now mediate buying decisions.
It's a quick fix. But it requires knowing it's broken first. Run a free AEO score at engagemii.com/aeo -- we'll show you exactly which signals are missing, including your review schema.
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