California is not the hard part. If your firm advertises in more than one state, your AI-generated content has to clear the strictest rule that applies — and several states are stricter than California, in ways that a marketer reading the output would never catch.
We wrote the companion guide to ABA Model Rule 7.1 because AI models are tuned to produce compelling, superlative, outcome-suggesting language — exactly the register bar-advertising rules restrict. Rule 7.1 is the floor. This piece is about the ceiling: five states whose lawyer-advertising rules go well beyond the ABA model, and where the same AI-generated practice-area page or attorney bio can quietly become a fileable, disclaimer-triggering, or outright prohibited communication.
The five below — Florida, Texas, New York, New Jersey, and Louisiana — are not the only strict states, but they are a representative spread of the mechanisms that catch AI content: mandatory filing with the bar, mandated disclaimer wording, substantiation gates on superlatives, and reserved words like "specialist." Everything here traces to the states' own rule text; where a detail (such as a filing fee) is administratively set and we could not confirm it from primary rule text, we leave it out rather than print a number we can't stand behind.
The five states, side by side
A multi-state firm running content through an AI model and shipping it without review is measuring against the most lenient rule in its footprint. The rules measure it against the strictest. Here is the shape of the gap.
| State | Governing rules | Superlatives / comparisons | Past-results disclaimer | "Specialist / certified" | File ads with the bar? |
|---|---|---|---|---|---|
| Florida | RRTFB 4-7.11–4-7.23 | Banned unless objectively verifiable | Required in the testimonial/results context ("may not obtain the same or similar results") | Only if actually Board Certified; a firm may not claim it | Yes — before first use, with a fee |
| Texas | TDRPC 7.01–7.06 (reorganized 2021) | Via the general misleading standard; substantiable claims allowed | No fixed sentence; must state the amount actually received with equal or greater prominence | Only Texas Board of Legal Specialization certified | Yes — within 10 days after first use |
| New York | RPC 7.1–7.5 | Allowed if factually supportable as of the publish date, with a disclaimer | Exact wording required: "Prior results do not guarantee a similar outcome" — on the website home page | Only with a named certifier + "not granted by any governmental authority" disclaimer | No pre-filing for ordinary ads (3-year retention); targeted solicitations filed |
| New Jersey | RPC 7.1–7.5 + Advertising Guidelines | Banned unless the comparer is named, substantiated, and carries the "No aspect… approved by the Supreme Court of New Jersey" disclaimer | No blanket past-results disclaimer rule | Only NJ Supreme Court– or ABA-approved certification | No filing (records-retention only) |
| Louisiana | RPC 7.1–7.10 | Banned unless factually substantiated | Exact wording required: a disclaimer such as "Results May Vary" or "Past Results are not a Guarantee of Future Success" | Only Louisiana Board of Legal Specialization (or a compliant named org) | Yes — at or before first use, with a fee and a filing number printed in the ad |
The filing trap: three of these five make you file with the bar
This is the mechanism most GEO agencies don't know exists. A published advertisement in Florida, Louisiana, or Texas can carry an affirmative duty to file the piece with the state bar — a step no content-velocity workflow accounts for.
Florida requires the filing before first use, with a review window and a fee; Louisiana requires it at or before first use, assigns a filing number, and that number must appear in the advertisement itself. Texas keeps a filing requirement too, but its trigger runs the other way: the piece is filed within ten days after first dissemination, with an optional pre-approval track if submitted at least 30 days ahead. New York and New Jersey don't pre-file ordinary advertising, but both impose records-retention rules (New York keeps copies at least three years; New Jersey captures website material on a schedule), and New York separately requires targeted solicitations to be filed with the disciplinary committee.
Websites are generally exempt from the filing requirement in all three filing states — but exempt from filing is not exempt from the content rules. An AI-written landing page in Louisiana still has to satisfy Rule 7.2(c); it simply doesn't have to be mailed in.
Two states mandate the exact words
Most states describe the substance a disclaimer must convey. Two of these five prescribe the literal sentence, which means an AI model that paraphrases "helpfully" produces a non-compliant page.
New York requires, on any results-expectation content, the exact string "Prior results do not guarantee a similar outcome," and on a website those words must appear on the home page. Louisiana requires a results disclaimer such as "Results May Vary" or "Past Results are not a Guarantee of Future Success," clear and conspicuous and displayed long enough to be read. Texas doesn't prescribe a sentence but imposes a subtler trap: if a firm advertises a verdict that was later reduced, reversed, or settled for less, it must state the amount the client ultimately received with equal or greater prominence. Florida's "may not obtain the same or similar results" disclaimer attaches in the testimonial and results context. New Jersey, notably, has no blanket past-results disclaimer — its signature mandatory disclaimer is tied to comparisons ("No aspect of this advertisement has been approved by the Supreme Court of New Jersey"), which is a different trigger a generic checklist gets wrong.
Where AI-generated content trips each of them
The failure modes from the Rule 7.1 guide don't disappear across state lines — they get sharper teeth.
Superlatives are substantiation-gated everywhere, but the gate differs. Florida and Louisiana require the claim be objectively or factually verifiable; New York allows it only if factually supportable as of the publication date and carrying a disclaimer; New Jersey demands a named comparer plus the approval disclaimer; Texas routes it through the general misleading standard. An AI reaching for "best," "leading," or "most experienced" clears none of these by default.
"Specialist" and "certified" are reserved to board-certified attorneys in all five. An AI bio that writes "our immigration specialist" for a non-certified lawyer is a violation in Florida, Texas, New York, New Jersey, and Louisiana alike — the cleaner phrasing is "practice focused on" or the specific certification, named.
New York carries the sharpest AI-and-SEO hook of the group. Rule 7.1(g) prohibits "meta tags or other hidden computer codes that, if displayed, would violate these Rules." That reaches the exact territory GEO and SEO work touches — structured data, hidden attributes, alt text, machine-readable metadata — and it means a compliance screen has to look at what the page asserts to a machine, not only what it shows a human. Louisiana and New York also make language a compliance surface: required statements must appear in each language the advertisement uses, so AI-translated or bilingual pages inherit the disclaimer obligations in every language they render.
What this means if you run AI content in more than one state
The operating rule is simple to state and expensive to ignore: AI-generated content has to pass the strictest rule in your advertising footprint, not the most lenient. A firm licensed in New York and Louisiana inherits New York's exact-sentence home-page disclaimer and Louisiana's filing-number-in-the-ad requirement. A firm in Florida and Texas has two different filing regimes running on two different clocks.
None of this is a reason to avoid AI-assisted content — it's a reason to screen it before it ships. That's what compliance-first GEO means in practice: every public output screened against ABA Model Rule 7.1 and each relevant state's overlay before publication, by a named reviewer, with a log. It is a content screen, not legal advice, and your firm's supervising attorney holds the final pen. No agency controls the engines, and none can promise a citation, a ranking, or that a bar will never inquire — what a compliance-first process can do is keep the content you publish from being the thing that draws the inquiry.
State-bar advertising rules and AI content: common questions
Do state bar advertising rules apply to AI-generated law-firm content?
Yes. Lawyer-advertising rules apply to a firm's communications about its services regardless of how the content was produced — AI-assisted or not. Every state here evaluates the published page, not the tool that wrote it, so AI-generated practice-area pages, bios, and FAQ answers are subject to the same rules as anything else the firm publishes.
Which states make you file your advertising with the bar?
Among these five, Florida and Louisiana require filing at or before first use (Louisiana also assigns a filing number that must appear in the ad), and Texas requires filing within ten days after first use, with an optional advance-review track. New York and New Jersey don't pre-file ordinary advertising but impose records-retention rules; New York also requires targeted solicitations to be filed. Websites are generally exempt from filing in the filing states, but remain fully subject to the content rules.
Which states mandate exact disclaimer wording?
New York requires the literal sentence "Prior results do not guarantee a similar outcome" on results content, on the website home page. Louisiana requires a results disclaimer such as "Results May Vary" or "Past Results are not a Guarantee of Future Success." Because the wording is prescribed, an AI model that paraphrases the disclaimer can produce a non-compliant page even when it captures the idea.
Can an AI describe my attorney as a "specialist" or "board certified"?
Not unless the attorney actually holds the relevant certification. All five states reserve "specialist," "certified," and "board certified" for attorneys certified by an approved program, and the certifying body generally has to be named. AI-generated bios use "specialist" freely, which is one of the most common violations we see.
Our firm is licensed in several states — which rule governs an AI-written page?
The strictest one that applies. If a page is published to audiences in multiple states, it has to satisfy the most restrictive applicable rule, not the most lenient — which is why a single national template pushed through an AI model tends to accumulate violations across jurisdictions rather than in just one.
How do we screen AI content against all of this without killing our publishing pace?
The workable version is a defined pre-publication screen: a per-jurisdiction flag list (superlatives, testimonials, results disclaimers, specialization, filing triggers, and machine-readable metadata such as New York's hidden-code rule), a named reviewer, a revision-and-re-review loop, and a log. It is a content screen, not legal advice, and the firm's supervising attorney holds final responsibility for what publishes.
Last updated: August 19, 2026. This guide summarizes state lawyer-advertising rules from the states' own rule text for marketers and is general information, not legal advice; rules change and are enforced case by case, so confirm current requirements with the relevant state bar or your supervising attorney. Filing fees are set administratively and are omitted here where they could not be confirmed from primary rule text.
Start with the foundation: AI search and ABA Rule 7.1 — what every law-firm marketer needs to know, and the California AI-advertising guidance.
