How AI Assistants Decide Which Defense Lawyer to Name

More people now type a legal question into an AI assistant before they open a search engine. A question like "who is a good DUI lawyer in Sacramento" can get a short answer from ChatGPT, Gemini, Claude or Perplexity that names two or three firms and skips everyone else. For a defense lawyer, being in that short list or missing from it is a new kind of visibility problem.

There is no form to fill out and no ranking report from these companies explaining why one firm appears and another does not. What can be said with confidence is how these tools generally assemble an answer, and which inputs a firm has real influence over. That is the useful part, so this article sticks to it.

Two places an answer comes from

An AI assistant draws on two broad sources. The first is what the underlying model absorbed during training, which is a large body of public text collected up to a cutoff date. A firm that has been written about widely for years may be "known" to a model in that sense, but training data goes stale and is a poor guide to who is practicing in a given county today.

The second source is live retrieval. All four of the assistants named above can search the web while answering and show the pages they relied on. Anthropic, for example, says Claude provides direct citations when it uses web information. For a local question about a lawyer, retrieval usually does most of the work. The assistant runs searches, reads what comes back and summarizes it.

Each company uses its own search setup, the details are not fully public and they change. Google is the most open about its own products. Its documentation for AI Overviews and AI Mode says there are no extra requirements to appear, that a page needs to be indexed and eligible to show with a snippet, and that these features may issue several related searches, a technique Google calls "query fan-out," to build one response. For more on what that means for defense practices, see this breakdown of Google's AI Mode links and what defense firms should do.

Facts that match everywhere

When an assistant reads several pages about a firm, it is effectively cross-checking them. If the firm's website says it handles federal drug cases in two districts, its Google Business Profile lists a different address and an old directory profile shows a partner who left in 2019, the assistant has conflicting material to work from. It may describe the firm vaguely, or it may simply name a competitor whose information lines up.

Start an inventory of every place the firm is described: the website, Google Business Profile, the state bar's member directory, legal directories such as Avvo, Justia and FindLaw, Yelp, and any chamber or bar association listings. Then make the basics match. Firm name, address, phone number, attorney names and the counties served should read the same way in each place. Close or update profiles for former offices and former attorneys.

Practice pages written to be quoted

Retrieval works best on pages that state facts plainly. A charge page that opens with "Our aggressive team fights for your future" gives an assistant nothing specific to repeat. One that opens with "We defend felony and misdemeanor theft charges in Sacramento and Placer County courts" gives it a clear sentence about what the firm does and where.

Practical habits that help:

• Give each major charge its own page with a heading that names the offense.
• Name the courts, counties or federal districts the firm actually appears in.
• Answer the questions families ask, such as what happens at arraignment, in short sections with descriptive headings.
• Keep attorney bios current, with bar admissions and years in practice.

Keep anything outcome-related within your state bar's advertising rules. An AI assistant may repeat your own words back to a prospective client, and those words are still your advertising.

Reviews and what they signal

Reviews give both people and software a way to judge a firm from outside its own marketing. When an assistant answers a "best lawyer" question, it may mention ratings or summarize what reviewers say, and local questions can draw on map and review data.

Ask every satisfied client for an honest review, and make it easy with a direct link. Google's policy for Maps reviews prohibits offering incentives for reviews and prohibits selectively asking only happy clients, so build a process that asks everyone. Responding needs care in criminal work. ABA Formal Opinion 496 advises lawyers not to reveal client information when responding to online criticism, so keep replies short and general. Check your state bar's rules on testimonials as well.

Being cited by sources the tools trust

The pages an assistant reads are not limited to your own. Local news coverage of a case your firm handled, a quote in a legal publication, a profile on a bar association site or an article you wrote for a respected legal blog all become material an assistant might find and cite. Firms that are mentioned by independent sources give these tools a reason to name them that does not depend on the firm's own claims.

This is slow work and there are no shortcuts worth taking. Talk to reporters when it is appropriate and ethical to do so. Write useful explanations of local criminal procedure that other sites will want to reference. For wider coverage of how firms are adapting their technology and marketing, read more on AI and legal marketing technology.

Questions about AI assistant visibility

Can a firm pay to be named in ChatGPT or Gemini answers?

Not inside the answer itself. ChatGPT has started showing ads, and OpenAI says they are labeled as sponsored, kept separate from responses and do not influence what the chatbot says. Be wary of any vendor that guarantees your firm will be named in the answer text.

How can I tell whether an assistant names my firm?

Ask it the questions your clients ask, including the city and the charge, and note which firms appear and which sources are cited. Answers shift with wording and location, and they change over time, so check regularly rather than once.

Does a special file or markup help AI tools find my firm?

For Google's AI features, Google says no special markup or AI text files are needed. Standard practices like crawlable pages and accurate structured data still apply.

SBD Marketing works only with criminal defense firms, one per city, and helps them get named in AI assistants such as ChatGPT, Gemini, Claude and Perplexity. It also builds defense firm websites, runs SEO audits and works on Google rankings and the map pack for the charges each firm defends.