Guild AEO studied 200 AI visibility audits of local medical practices and repeatedly found the same problems. Those problems cause local practices to be misunderstood by AI.

What we discovered is explained in a new Blog Series that is more original (and more interesting) than another “What Is Schema Markup?” article. Consider these topics:

“AI Knows Your Business Exists, But Won’t Recommend You.”

This addresses the problem of identity incompleteness. Who are you? Business owners are often shocked to learn that being online is not the same as being understood. How do you allow AI to know you well enough to recommend you?  Read more.

“The Five AI Signals Every Local Medical Practice Must Have”

• Identity
• Trust
• Expertise
• Corroboration
• Freshness

“Structured Data Builds Your Digital Identity.”

Most business owners don’t care about JSON-LD. They do care about whether AI knows who they are.

“Nobody Reads Directory Listings. But Now, AI Reads Everything.”

We almost abandoned our city directories until we accidentally discovered that AI is reading the pages.

“What I Learned From Reviewing 200 AI Visibility Audits”

“After reviewing 200 Audits for local medical practices, we expected to find technical SEO problems. Instead, we found something more fundamental: AI often couldn’t confidently identify the business, its services, or why it should be recommended.”

“Why Reviews Alone Don’t Make You Visible in AI Search”

Many businesses believe that more reviews equal more visibility. The reality is that reviews are one signal among many. And reviews can be the glue that ties all your signals together.

Focus on the Primary Question:

For years, we sold review marketing through the ThumbsUpReviews System.

Now we’re moving toward including it in an AI visibility system.

Reputation management and review marketing didn’t become obsolete. They became an important layer of AI visibility.

It turns out that all our products and services contribute to our clients’ AI visibility:

• Reviews contribute trust.
• Schema contributes identity.
• Content contributes expertise.
• Directories contribute verification.
• GBP/social activity contributes freshness.

All the pieces we’ve been providing for years now fit into a complete framework.

Our current direction feels more coherent than some of the earlier paths we explored. We are not abandoning our past.

We’re reassembling our expertese to answer a new question that business owners and practice managers are starting to notice:

“Why isn’t AI recommending my business?”

That question will become much more common over the next few years. Fortunately, we’ve already done much of the groundwork to answer it.

Look for our upcoming blog posts, which will put flesh on the bones of our discoveries.