Nearly one in four U.S. adults has used AI to answer a legal question, according to the Legal Trends Report Clio released last Monday, and 46% would consult AI before contacting a lawyer. For those prospective clients, the first consultation happens before they call. The firm isn't in it.
THE LEAD PLAY
The Consultation Before the Consultation
Clio released its 11th Legal Trends Report at ClioCon in Boston last week. Most of it is about firms: utilization projected at 42% of an eight-hour day, AI adoption at 85% of firms. The consumer survey is the part intake should read, and the 46% isn't the only number in it. Eighty-two percent want to know when their lawyer uses AI.
Last year's report asked what happened next. Just over half of the consumers who had put a legal question to an AI said it answered the question well enough, and 28% were told by the AI to contact a lawyer. Those people still have to pick one.
What the AI shows them when they do isn't always the firm's website. Semrush's AI Visibility Index, which tracked ChatGPT, Google's AI Overviews, Gemini and AI Mode from January through July, separates a mention, where a brand is named in the answer, from a citation, where a site is listed as a source. The study covered consumer categories, not law firms. In every month it measured, fewer than half of the 100 most-mentioned domains in a category were also among the 100 most-cited sources. Gemini names more brands per answer, and ChatGPT lists more sources. A firm can be named in an answer without being the source for it, or be the source for an answer that names a competitor.
None of this shows up in the firm's own records. Web analytics show a visit, and intake logs the call. The exchange that came first, where the prospect described what happened and got an answer back, took place in a chat window the firm never sees.
The Play this week: Ask the assistants what your clients ask them. Write down five questions a prospective client in your main practice area would type before calling, in their words, with the city or state. Run each one in ChatGPT, Gemini and Copilot, and note what the answer told the person to do and which sites it cited. Then add one question to the intake script: "Before you called, did you ask an AI about this? What did it tell you?" In-house: run the questions customers ask about your company's warranty or return terms and see which sources the answers cite.
SECOND CHAIR
Anthropic's Numbers, With Liability Attached
Anthropic made its S-1 public last Monday for a proposed Nasdaq listing under the ticker ANT. Revenue for the first half of 2026 was $16.3 billion, up from about $1.2 billion a year earlier. More than 11,900 customers pay it $100,000 or more a year, and its five largest customers accounted for about a quarter of revenue in the first nine months of the year. Goldman Sachs and Morgan Stanley lead the underwriters. The price and share count are still blank, and Bloomberg reported that marketing could start as soon as the week of November 9. Separately, the Financial Times reported that Blackstone, which anchors a $63 billion chip-financing deal for the company, now expects a rating in the double-B range, the top tier of junk.
The read: A vendor's case study carries no liability. An S-1 is a registration statement, and once it goes effective, Section 11 attaches to what's in it. These are the first customer numbers Anthropic has published under that standard.
Everlaw Opens Up to the AI You Already Pay For
Everlaw used its summit in San Francisco last week to launch Omni, its own agentic investigation suite. CEO AJ Shankar told LawSites that customers were more excited about something else: free MCP connectors that let outside AI tools search Everlaw directly. Claude has had one since May. Microsoft 365 Copilot and ChatGPT Enterprise followed in September, and Shankar said Harvey and Legora would launch in October. Usage went "from a few thousand in June to roughly 120,000 in September and an estimated 280,000 or so in October," and 80% of Everlaw's customers have deployed a horizontal AI tool. Permissions carry over. "If you can't do something in Everlaw, you can't do the equivalent thing through Claude," Shankar said. The same week, NetDocuments CEO Josh Baxter told the LawNext podcast that the DMS is becoming the firm's "intelligence layer" as lawyers work in Claude, Harvey, Legora and ChatGPT.
The read: The connectors are free on both ends. Everlaw's bet is that the documents stay in Everlaw whichever chat window the lawyer prefers, and NetDocuments is making the same bet about the DMS.
STILL WATCHING
Anthropic's IPO. Marketing could start as soon as the week of November 9, per Bloomberg. Price and share count are still blank in the S-1.
California AI ethics rules. Day 88 since the second comment period closed on August 6, and the State Bar's page still shows the proposal at the comment stage. SB 574 takes effect in 60 days.
Custom GPTs. Existing ones retire December 11, per OpenAI. That's 39 days.
QUICK HITS
Two readings of AI's payoff landed in the same week. Apollo chief economist Torsten Slok wrote on October 24 that revenue per worker and profit margins are rising for the Magnificent Seven and flat for the rest of the S&P 500: "AI may be a great calculator, but in business, intelligence is mostly judgment." Two days later, Clio said firms using its AI tools record about 8% more revenue per responsible lawyer than comparable firms that don't.
Anthropic added a gallery of ready-made legal workflows to Claude for Legal. Per Artificial Lawyer, the October 28 release includes a cite check that compares a document with its sources and flags mismatched quotes and wrong page numbers, plus a jurisdiction survey matrix and a playbook deviation board. Goodwin, Foley & Lardner, PwC and Harvey built four more. Artificial Lawyer's assessment was that a capable legal engineer could already build similar workflows.
An AI vendor's CEO says his own invoices leave out the re-read. Harshit Garg of Lexi wrote in Legal IT Insider that in two of his three pricing models the bill rises with drafting, and in none of them with the time a lawyer spends reading the draft, because nothing links the vendor's run to the time entry that follows. On a vendor building that link: "I have not seen it offered."
Harvey bought Aida, its fifth acquisition this year. Aida is a sales engagement platform co-founded by Piyush Prahladka, a Glean co-founder. Harvey says the deal speeds up its work helping firms build their own ontology, the internal context its agents draw on. CEO Winston Weinberg: "Legal teams have decades of valuable knowledge locked away in documents and systems that are difficult to search and connect."
Last year's Clio survey found that 12% of people who asked an AI about a legal problem came away convinced it wasn't worth pursuing. There's no field for them in an intake log.
See you in the next one.