A new line item has appeared on legal marketing proposals: Generative Engine Optimization. GEO. The pitch is that AI search engines, ChatGPT, Gemini, Perplexity, and Google AI features, represent a fundamentally new discovery channel, and firms need a fundamentally new optimization strategy to appear in AI-generated recommendations.
Before you sign, separate the useful work from the label. Some AI-search work is real. Much of it overlaps with SEO work competent firms should already be doing.
What GEO Vendors Are Actually Selling
Pull apart a typical GEO engagement and you will usually 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. Structured data has been standard SEO work for years.
FAQ-structured content. Writing practice-area pages that directly answer questions potential clients actually ask, rather than generic descriptions of your firm's approach. Search engines and AI retrieval systems both benefit from clear answers to real questions.
Citation consistency. Making sure your firm's name, address, phone number, and practice areas appear consistently across every directory, bar association listing, and online profile that references you. Those are local SEO fundamentals, not a new AI-specific invention.
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 gives search and AI systems another authoritative source for your firm, practice areas, and jurisdiction. The same reason directory listings have always counted still applies: the channel through which value flows has expanded, but the underlying asset is similar.
These tactics can help AI search visibility. They are not new. They are durable technical SEO and content practices that have been producing results in traditional search for years. Firms that invested in good SEO are already doing much of what GEO vendors now package under a new label.
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. The risk is packaging existing work as a new product. The managing partner who hears "you need GEO or you will be invisible to ChatGPT" feels a different urgency than the one who hears "you should improve your schema markup and answer real client questions." Similar work. Different framing. Higher invoice.
The underlying shift is real. More potential clients are asking AI assistants to recommend attorneys, and the firms that show up in those recommendations have an advantage. But the path to showing up is not cleanly separate from the path to ranking well in Google. The foundation is still useful content, structured data, entity consistency, reviews, and authoritative profiles.
A vendor who charges separately for "SEO" and "GEO" may be billing twice for overlapping work. A vendor who does good SEO and structures content for machine readability is already doing much of the work AI search visibility requires, whether they call it GEO or not.
What Actually Determines AI Search Visibility
AI search systems use different mixes of model knowledge, retrieval, citations, maps, and product-specific ranking behavior. Some answers lean on learned associations from training data. Others retrieve current web results. Many blend both. For a detailed breakdown of how those mechanics affect law firm discovery, see How AI Search Engines Decide Which Lawyers to Recommend.
The practical implication is similar across both: there is no shortcut. Firms with deep, consistent, well-structured presence across authoritative sources give AI systems better material to retrieve, cite, summarize, or associate with a local legal query. The foundation is still substantive content, structured data, consistent citations, and 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. AI assistant answers depend on product behavior, retrieval settings, source availability, and model changes outside the vendor's control. A vendor can improve the source material around your firm. It cannot guarantee a specific answer from a specific assistant.
"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, overlap heavily with the tactics that work for traditional search. The delivery channels differ. The underlying work is not wholly separate.
"You need to optimize for each AI platform separately." ChatGPT, Gemini, and Perplexity each have different architectures, but the same underlying signals travel across platforms: authoritative content, structured data, and consistent entity information across trusted sources. Platform-specific tuning may exist at the margins. It should not replace the fundamentals.
"GEO replaces SEO." Nothing about AI search makes traditional SEO irrelevant. AI search is an additional discovery channel, not a clean replacement. Firms that abandon SEO for GEO are making a bet that traditional search disappears. That assumption is not serious enough for law firm marketing.
What to Actually Do
If you are a managing partner evaluating whether to invest in AI search visibility, use a 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, consistent directory listings, and an active Google Business Profile with reviews, you already have much of the foundation for AI search visibility. You may need to audit and improve it, but you probably do not need a separate strategy from scratch.
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 authority can be one of the most efficient ways to build AI search visibility, especially for firms that do not have the resources to build their own content authority from scratch. What makes a profile actually convert once it is found is a separate conversion question. The directory's authority can support your authority for a specific practice area and jurisdiction.
Fifth, stop paying for the same work twice. If you are already paying for SEO and a vendor proposes a separate GEO retainer, ask exactly what they will do for GEO that is not already covered by the SEO work. If the answer is structured data, FAQ content, and directory citations, the work overlaps heavily with SEO.
The Buyer Assessment
AI search is a real shift in how potential clients discover attorneys. It does not automatically require a new vendor, a new retainer, and a new set of tactics. The firms best positioned for AI search are often the ones that have been doing good SEO all along: building substantive content, structuring their data for machines, and 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 is not 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.
FlowLawyers directory pages include schema.org structured data, practice-area content, and FAQ structure designed for both traditional and AI-assisted search. One listing should support every discovery channel, not require a separate optimization story for each one.