An AEO content audit on a law firm website does not find a technical problem. It finds a question clients are asking, an answer engine already answering it, and no page on the firm’s site that answers it.
That is a different defect from the one content audits were built to catch. Thin pages, duplicate copy and broken links are real, and none explains why a firm with a thorough practice area page is absent from an answer about what that page covers.
The clearest version shows up on cost. Ask an engine what a matter costs in a city and the firms it names have a page whose whole subject is the cost. The firms it does not name have the word “affordable” on a homepage and nothing behind it.
An adjective is not an answer, and that distinction is most of what an AEO content audit for law firms turns up.
An AEO content audit finds client questions an answer engine is already answering that have no page on the firm’s website, which is a missing page rather than a technical fault.
The firms cited on what something costs have a cost page. The firms that are not cited have an adjective.
Does an AEO Content Audit Look for Technical Problems?
An AEO content audit does not look for technical problems. It compares the questions answer engines are answering in a firm’s market against the pages that firm has published, and the output is a list of questions with nothing behind them.
It is worth separating from the two things it gets confused with. A traditional content audit looks inward at duplication and broken links, and a tracking setup looks forward at referral traffic. Neither answers the question a firm actually has, which is what to write next.
An audit decides which pages to write, and the writing itself belongs to the wider practice of answer engine optimization for law firms.
The published evidence points the same way. The researchers behind the GEO benchmark report that content-side changes can boost visibility by up to 40 percent in generative engine responses, which makes this a writing problem.
Why the Gap Is a Missing Page and Not a Thin One
The gap an AEO content audit finds is a missing page, because firms absent from AI answers usually have substantial content on the topic and none on the question. Their practice area pages are long and well written.
The mechanism is about addresses. A practice area page covering the process, the costs, the timeline and the exceptions is one URL, and an engine answering any of those has only that address to offer.
A firm that splits the same material into separate pages, one question each, gives the engine four addresses instead of one. A single firm can hold several slots in one answer this way, with a different URL cited for each part of the question.
None of that requires more content. It is the same material at different addresses, and the address is what an engine works with when it decides which page is about the thing asked.
The practice area page still matters and is not what a single-question page replaces. Different requirements apply to practice area pages written to be cited by AI search.
The Cost Page as the Clearest Case of a Missing Answer
A cost page is where the missing-page pattern is easiest to see, because cost is a question every client asks and few firms answer on a page of its own. A claim sits in its place.
The claims are consistent across firms and equally uncitable:
- “Affordable rates”, in body copy on the homepage
- “Fair and competitive pricing”, in an about section
- A “flat fee” badge, with no page behind it explaining the fee
The firms that get cited on the same question put a number on a page. A fee, a payment structure, a tiered price, or the court costs itemised separately from the legal work.
What a fee page should actually say varies by practice area, and the sharpest version of that question sits in how a personal injury fee page gets quoted by answer engines.
Pages carrying figures that went out of date years ago still get cited, so an engine is not verifying the arithmetic on the way through. Being cited is not confirmation that a page is right.
Published Prices, Marketing Claims and ABA Model Rule 7.1
A price or a claim published on a law firm’s website is a communication about the lawyer’s services, and it falls under ABA Model Rule 7.1, which prohibits a false or misleading communication about a lawyer. That covers a fee accurate when written and not accurate now.
The risk is larger in an AI answer than in a search result. A figure buried on a fee page is one thing when a reader has to find it, and another when an engine quotes it back as a current statement about your firm.
Prices are not the only thing a law firm site publishes without anyone at the firm writing it. Star ratings arrive the same way, through the schema markup plugins add to a law firm’s site, even though Google states there is no special schema.org structured data an AI answer requires.
The same applies to the adjectives. “Affordable” and “competitive” are comparative claims about services, and how far they can go is a question for your bar rather than for your marketing company.
The consequence sits in the audit rather than the copy. Every published number needs a date recorded against it and someone responsible for checking it.
How to Run an AEO Content Audit on a Law Firm Website
An AEO content audit needs no paid tool and no analytics. Four steps, working from the questions rather than the site.
- List five questions your intake team answers most. Write them in the client’s words, including the state or city where a client would say it. Practice area labels do not belong on this list.
- Put each question to an answer engine and record what it cites. Note whether the sources are law firm pages, directories, government sites or video, and note the exact URL of any firm page named.
- Search your own site for each question. Record the URL that answers it, or record that there is none. A question answered inside a longer page shares an address with everything else on that page.
- Check the numbers on the pages you found. Confirm each fee, deadline and threshold is current, and record the date each one was verified.
The rows with no URL are the audit findings, and ordered by how often clients ask them, the content plan.
Frequently Asked Questions
How many client questions should a law firm audit at a time?
A law firm should audit around five client questions at a time, because a short list produces a usable finding without stalling on scope. Firms that work through five and publish a page for each tend to find the next five as they go.
Is a missing page or a thin page the bigger problem for AI citation?
A missing page is the bigger problem for AI citation. Firms absent from AI answers usually have substantial practice area content and no page whose subject is the question being asked, which lengthening the existing page does not fix.
What does it mean when an AI answer cites a directory instead of any law firm?
An AI answer citing a directory instead of a law firm usually means the search asked for a lawyer rather than about the law. Searches that describe a legal problem tend to return law firm pages, because a directory has no page answering that question.
Does an AEO content audit need to check schema markup?
An AEO content audit does not need to check schema markup for citation purposes. Google’s guidance on its AI features states that no special structured data is required, and that a page must be indexed and eligible to be shown with a snippet.
An AEO Content Audit for Law Firms Ends With a List of Pages to Write
There is no score at the end of this and no configuration to copy. There is a list of the questions your clients ask, a note beside each saying whether your site answers it, and a shorter list of the ones it misses.
Write the five questions down before you look at anything else.
Call 877-486-8123 or contact us online and read us the five questions your intake team hears most, or see the content work itself.
David Arato, JD is the founder of Lexicon Legal Content, an attorney-owned legal content marketing agency serving law firms since 2012. Lexicon writes attorney-reviewed content across criminal defense, personal injury, immigration, employment and family law, and publishes its own research on how AI search engines cite legal websites. David is a frequent contributor to Attorney at Law Magazine and Attorney at Work and a recurring guest on legal marketing podcasts.
