A new line item has appeared on legal marketing proposals: Generative Engine Optimization. GEO. The pitch is that AI search engines — ChatGPT, Gemini, Perplexity — represent a fundamentally new discovery channel, and firms need a fundamentally new optimization strategy to appear in AI-generated recommendations. The price for this new strategy ranges from a few hundred to several thousand dollars per month, often on top of existing SEO retainers.
Before you sign, it's worth understanding what GEO actually is, what it isn't, and what you should be doing instead of paying someone to rebrand work you may already be doing.
What GEO Vendors Are Actually Selling
Pull apart a typical GEO engagement and you'll find a familiar set of tactics:
Schema.org structured data markup. Adding machine-readable tags to your website that explicitly declare who you are, where you practice, and what areas of law you cover. This has been a standard SEO recommendation since Google began rewarding structured data in search results around 2016.
FAQ-structured content. Writing practice-area pages that directly answer questions potential clients actually ask — "How long do I have to file a personal injury claim in Minnesota?" — rather than generic descriptions of your firm's approach. Google introduced featured snippets that reward this format years ago. AI retrieval systems reward it for the same reasons.
Citation consistency. Making sure your firm's name, address, phone number, and practice areas appear identically across every directory, bar association listing, and online profile that references you. This is local SEO 101. It has been recommended by every competent SEO professional for the past decade.
Content depth. Writing substantive, genuinely useful content about the legal topics your firm handles, rather than thin pages that describe your practice areas in a paragraph each. Deep content earns citations from AI systems because AI systems are trying to give helpful answers, and helpful answers come from substantive sources.
Directory presence on authoritative platforms. Being listed on well-structured legal directories that AI systems have learned to treat as reliable sources. This is the same reason directory listings have always mattered — the channel through which the value flows has expanded, but the underlying asset is the same.
Every one of these tactics is genuinely effective for AI search visibility. None of them are new. They are standard technical SEO practices that have been producing results in traditional search for years. The firms that invested in good SEO over the past five years are already doing GEO. They just didn't call it that.
Why the Rebrand Works
GEO as a sales pitch works because it creates urgency around a real shift — AI is changing how people find information — and packages existing work as a new product. The managing partner who hears "you need GEO or you'll be invisible to ChatGPT" feels a different kind of urgency than the one who hears "you should improve your schema markup and FAQ content." Same work. Different framing. Higher invoice.
This is not to say the underlying shift is fake. AI search is real and growing. More potential clients are asking AI assistants to recommend attorneys. The firms that show up in those recommendations have a genuine advantage. But the path to showing up is not a separate discipline from the path to ranking well in Google. It is the same path, with the same best practices, producing results across both channels simultaneously.
The vendor who charges you separately for "SEO" and "GEO" is billing you twice for overlapping work. The vendor who does good SEO and structures your content for machine readability is already doing everything that matters for AI search visibility — whether they call it GEO or not.
What Actually Determines AI Search Visibility
AI search systems fall into two categories: training-data-based models (ChatGPT, Gemini) that draw on patterns learned from web content collected months ago, and retrieval-based systems (Perplexity, Google's AI Overviews) that search the live web in real time. For a detailed breakdown of how each architecture works, see How AI Search Engines Decide Which Lawyers to Recommend.
The practical implication is the same for both: there is no shortcut. The firms that show up in AI recommendations are the ones with deep, consistent, well-structured presence across authoritative sources. For training-data models, that presence needed to exist when the data was collected. For retrieval-based systems, it needs to exist now. Either way, the foundation is the same as good SEO — substantive content, structured data, consistent citations, directory presence on authoritative platforms.
The Hype to Ignore
Some specific claims in the GEO space are worth being skeptical about.
"We can get you cited by ChatGPT." No vendor can guarantee this. ChatGPT's recommendations come from training data that was collected months ago and cannot be retroactively influenced. A vendor can improve your online presence so future training runs are more likely to include your firm, but that's a long-term content strategy — the same one they should have been recommending under the SEO label.
"AI search requires a completely different strategy than traditional SEO." The tactics that work for AI search — structured data, FAQ content, entity consistency, content depth, authoritative citations — are the same tactics that work for traditional search. The delivery channels are different. The underlying work is not.
"You need to optimize for each AI platform separately." ChatGPT, Gemini, and Perplexity each have different architectures, but they all reward the same underlying signals: authoritative content, structured data, and consistent entity information across trusted sources. A firm with strong fundamentals shows up across all of them. Platform-specific optimization is, in most cases, a billing justification rather than a technical necessity.
"GEO replaces SEO." Nothing about AI search makes traditional SEO less valuable. Google still processes billions of searches daily. Most potential clients still find attorneys through a Google search. AI search is an additional discovery channel, not a replacement. The firms that abandon SEO for GEO are making a bet that traditional search disappears — a bet that no serious data supports.
What to Actually Do
If you're a managing partner evaluating whether to invest in AI search visibility, here's the practical framework.
First, assess what you already have. If your firm has invested in SEO over the past several years — substantive practice-area content, structured data on your website, consistent directory listings, an active Google Business Profile with reviews — you already have the foundation for AI search visibility. You may need to audit and improve it, but you don't need a new strategy. You need to execute the existing one more consistently.
Second, prioritize structured data. If your website doesn't have schema.org markup declaring your attorneys, practice areas, jurisdictions, and contact information in machine-readable format, that's the highest-leverage fix. It helps traditional search, AI retrieval, and training-data visibility simultaneously. It's not glamorous work, and it's not a new concept, but it produces results across every discovery channel.
Third, write content that answers real questions. Not "about our firm" content. Content that answers the questions your intake calls receive: What should I do after a car accident? How does custody work in my state? What are the penalties for a DUI? AI systems are designed to answer questions. Content structured as direct answers to real questions is what earns citations.
Fourth, be on authoritative directories. A listing on a well-structured directory with strong domain authority is one of the most efficient ways to build AI search visibility, especially for smaller firms that don't have the resources to build their own content authority from scratch. What makes a profile actually convert once it's found is a separate and equally important question. The directory's authority becomes your authority for your specific practice area and jurisdiction.
Fifth, stop paying for the same work twice. If you're already paying for SEO and a vendor proposes a separate GEO retainer, ask them to explain exactly what they'll do for GEO that isn't already covered by the SEO work. If the answer is structured data, FAQ content, and directory citations — that's SEO. You're already paying for it.
The Honest Assessment
AI search is a real shift in how potential clients discover attorneys. It is not a new discipline that requires a new vendor, a new retainer, and a new set of tactics. The firms best positioned for AI search are the ones that have been doing good SEO all along — building substantive content, structuring their data for machines, maintaining consistent presence across authoritative platforms.
The firms worst positioned are the ones with thin websites, no structured data, and inconsistent directory profiles. Their problem isn't that they missed the GEO wave. Their problem is that they never built the foundation that makes any discovery channel work — traditional search, AI search, or whatever comes next.
Build the foundation. The channels will follow.
Flow Legal Partners directory pages include schema.org structured data, practice-area content, and FAQ structure designed for both traditional and AI search. One listing that works across every discovery channel — not a separate optimization for each one.