Google Says AI-Search Is Just SEO. The Data Says Otherwise.

This week, Google released its Generative AI Fundamentals guide and set the SEO community ablaze.

It felt like the entire SEO industry breathed a collective sigh of relief. Business as usual. Phew.

I didn't.

Turns out, AEO/GEO/AI-Search… it’s all just SEO. Nothing to see here, folks.

At least, that’s what Google wants us to believe.

Let's unpack the top three claims from the report (and one critical bonus insight), how they relate to law firms specifically, and why I believe the "AI-Search is just SEO" narrative is fundamentally flawed.

What Google is Saying

If your firm already ranks for "divorce lawyer [city]," Google is telling you that's enough to be optimized for AI-search.

My Take

Ranking #1 organically and being cited in an AI Overview do not have a one-to-one relationship.

Take the most recent Ahrefs study (February 2026), which analyzed 863,000 keyword SERPs and roughly 4 million AI Overview URLs.

Only 38% of pages cited in AI Overviews also ranked in the top 10 organic results for the same query, down from 76% just seven months earlier.

Telling law firms "just keep doing SEO" is a clean talking point but ignores what the actual citation data shows.

Digital PR references, community contributions, and awards are all cited within AI-Overviews, and none of them sit inside the typical SEO playbook.

While SEO may impact AI-Search, they are not the same tactical service. Not by a mile.

What Google is Saying

Write attorney-led, experience-driven content and the rest will sort itself out.

My Take

This is the same line Google has used for every algorithm update since 2011.

I believe it is largely correct.

Where my opinion differs is that I don’t believe the age-old approach of publishing content to a blog is enough anymore.

Nor do I think it’s the most effective pathway to discovery.

"Write helpful content" is true philosophically but useless tactically.

Today, it’s about building a content engine that seeds multiple channels, runs as a true omnichannel campaign, and distributes consistently.

What Google is Saying

Your Google Business Profile is no longer just a map pack asset. It's a direct input into AI-generated answers about local legal services.

My Take

I trust Google on this one.

And most firms are underinvested here.

If a prospective client prompts an AI Mode with "best tax lawyer in New York," the AI pulls in GBP data, service categories, and other third-party sources.

Just take a look at what is happening in the local results for location-based queries.

Here’s what appears at the bottom of the page.

Firms with incomplete profiles may become invisible in that response.

In my opinion, this is the single most important item in the entire Google document, and it's buried near the bottom.

ChatGPT, Perplexity, Claude. These platforms are exploding in popularity.

Google isn’t the only pathway to discovery.

Here are a few stats that contradict the “AI-Search is just SEO” narrative:

Every prompt typed into one of these platforms is a search that didn't happen on Google. And, each platform plays by its own rules.

Google’s guide isn’t wrong. It’s just conveniently incomplete.

The firms that win in 2026 won’t be the ones doing more SEO. They’ll be the ones treating AI-Search as its own discipline: video, Reddit, digital PR, reputation, GBP, and yes, SEO too.

If your marketing strategy still treats Google like the only door your future clients walk through, you’re already losing ground to the firms who have figured out there are now several.

Need help building a discovery strategy that goes beyond SEO? You know where to find us.

Ciao for now,

C