At Google I/O 2026, the tech giant’s annual developer conference, announcements signaled where AI is heading for law firm intake, but adoption is still well behind the headlines. Yes, agents that research firms and book a meeting on a client’s behalf are becoming more capable. However, your typical client isn’t using them yet, so there’s no need to overcorrect. Instead, we’re preparing on two fronts: the web presence the agent will read, and the operational layer that has to respond when the agent reaches out.
What Google Actually Announced, and Why the Timing Matters
Google introduced background information agents that monitor topics 24/7 and synthesize recommendations on a user’s behalf, alongside expanded agentic booking that lets users ask Google to call businesses on their behalf. The first announced categories for that calling capability are home repair, beauty, and pet care. Legal services are not on Google’s list yet, but the trajectory is clear: an AI agent could research firms in a category like personal injury or workers’ compensation, identify a recommendation, and initiate contact before the prospective client ever visits a firm’s website. This new technology won’t be adopted overnight though. Google’s information agents and agentic booking capabilities are early in the maturity cycle, and rollout to mainstream legal consumers, particularly older audiences who make up a large share of SSDI and workers’ compensation claimants, will likely take years. That does not make preparation premature. It just means the smart move is preparing with a well-thought-out strategy because you have the time to.
Where Firms Should Be Focused: Two Domains of Readiness
There are two distinct readiness problems agentic AI introduces, and most coverage so far has focused on only one of them. The first is a firm’s web presence: the structured data, content quality, and entity consistency that an AI agent uses to identify and recommend the firm. The second is the firm’s operational layer: the response speed, intake systems, and automation that determine whether the firm captures a referral or loses it to a faster competitor once the agent makes contact. Both domains matter. The web presence work overlaps heavily with what good SEO already requires, so firms investing in SEO are already moving in the right direction without realizing they are also preparing for agentic AI. The operational layer is the part that very few firms are thinking about at all, and it is where the more meaningful short-term differentiation will be earned.
Domain One: The Web Presence the Agent Will Read
For an AI agent to recommend a firm, the agent has to be able to read the firm’s information cleanly across every place it appears. That means consistent name, address, and phone information across Google Business Profile, legal directories, and third-party citations, with no stale entries or mismatched practice areas. It means structured data on the firm’s site that gives the agent labeled, parseable information about the practice areas, attorneys, and locations the firm serves. It means content written with enough specificity that an agent can confirm the firm matches the user’s situation, rather than generic copy that could describe any firm in any market. Firms investing in real SEO have most of this work either underway or under control, because consistent data, clean structured markup, and substantive content are foundational to ranking well in both traditional and AI search.
Domain Two: The Operational Layer Most Firms Aren’t Thinking About
The part of agentic AI most firms have not considered is what happens after the agent identifies the firm and reaches out. An agent placing a call or submitting a form on a client’s behalf may not wait for business hours, and it does not call back tomorrow. The firms that capture these referrals will be the firms with intake systems built to respond at any hour, with the ability to capture the inquiry, move it cleanly into a CRM, and trigger the right next step automatically. Operational readiness includes 24/7 intake coverage, automatic data migration from inquiry to CRM, and onboarding processes that move a qualified lead toward a retained case without manual delay. As agentic AI matures, speed of response will be a major differentiator, and firms that lag will lose ground to firms already operating efficiently.
”Right now, the biggest factors are the consistency of data across the web, how well the data on the firm website is structured, and how well technology is woven into the operations of the firm to improve response time. Every client we work with is different, with different levels of optimization and totally different processes. Focusing on AI engagement from the client side and the operations side is what will have the greatest impact when agentic AI is fully adopted.
Chris ReilleyFounder, Better Cases
That two-sided framing is the part most coverage of agentic AI misses. The conversation tends to stay on the marketing-visibility question, which is the half closer to what agencies are already selling. The operational half, where speed of response actually decides whether the firm captures or loses an AI-referred client, gets less attention even though the levers are inside the firm’s own control and the work can begin immediately.
How to Tell If Your Firm Is Behind
Start with the web presence. Search for the firm on Google, in legal directories, and on Google Maps, and look for the same name, address, phone number, and primary practice areas across all three. Any inconsistency can confuse an AI agent. Confirm structured data is in place across practice-area pages, attorney bios, and FAQs. Then turn to the operational layer. Time the firm’s actual response to an end-of-the-day inquiry, a weekend form submission, or a phone call placed outside business hours. If the answer is a voicemail or a next-business-day callback, the firm is not yet positioned for a world where an AI agent expects an immediate response. None of these checks requires hiring a vendor, only an honest audit of how the firm actually functions today.
What to Do Next
On the web presence side, audit the firm’s name, address, phone, and practice-area data across every directory and Google Business Profile listing, and remedy any inconsistencies. Confirm structured data is in place across core pages, and review existing content for the specificity that lets an AI agent confidently match the firm to a user’s situation. On the operational side, evaluate after-hours intake capability and identify where automation could shorten the time between inquiry and signed case. The right choices vary firm by firm, because every practice has different volume, intake patterns, and existing systems. The constant across all of them is that speed and consistency matter most as the agent layer matures. For firms that want to start the web-presence audit immediately, Better Cases’ SEO services for law firms cover that scope directly.
Agentic AI is not where the legal market is operating today, but the direction is clear, and the firms that build for it now will not have to scramble when adoption catches up. The web presence work overlaps with what good SEO already requires, and the operational work is where the meaningful differentiation will be earned over the next several quarters. Firms that prepare on both fronts at the same time will be the firms an agent recommends and the firms that capture the referral once it arrives.
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Chris Reilley – Founder
Chris founded Better Cases after years of helping attorneys adapt their marketing to a changing landscape at his first digital marketing agency, Parkway Digital. His experience showed what worked, what didn’t, and what firms actually needed. His approach prioritizes strategy, efficiency, and results that help law firms.