OpenAI has not published performance numbers for law firms, and no public benchmark for legal advertising on ChatGPT existed as of October 2026. What exists are tests that advertisers and agencies chose to publish. Treat them as examples, not forecasts.
Click prices vary a lot
Typical public tests show click-through rates of roughly 0.6% to 1.8% and cost per click from under $3 to above $20, depending on the advertiser, the offer and the country.
Clicks are not cases
In several published tests, clicks arrived at acceptable prices but almost no sign-ups followed. One same-site comparison of about 1,500 visitors measured a 0.21% conversion rate from ChatGPT ads against 3.71% from Google. That was one website, not a controlled study, and not a law firm.
Google is the reference point
WordStream's 2025 data for attorney and legal services on Google Search shows an average cost per click of about $8.58 and a 5.09% conversion rate. That is a mature channel with different traffic, so it is something to compare against, not a target for ChatGPT.
Traffic quality is still being studied
An October 2026 industry report flagged invalid click rates as high as 34% in a sample of advertisers. Its methods are not fully public, so we treat it as a reason to check traffic quality closely, not as a platform-wide figure.
You cannot pick the conversation
OpenAI keeps ads out of sensitive conversations, and its FAQ names personal health, mental health and politics. A firm should not count on appearing next to someone describing a crisis, and we will not promise it.
Budget math: $25 a day is about $750 over 30 days. At the $3 to $5 starting bids OpenAI recommends, that buys roughly 150 to 250 clicks. That is enough to learn whether the traffic is relevant. It is not enough to set a reliable cost per signed case. A $25 daily budget can also spend up to $50 on one day, and is capped at $175 over a Sunday to Saturday week.
Best fit: firms that already run working Google Ads and intake, can afford a small test, and are comfortable with a small sample. Wait if you do not yet track calls and signed cases, or if you need new cases this month. Honest note: we are launching ChatGPT ads management now and have no ChatGPT ads results to show yet. We build and measure it the way we do Google and Meta, and we will not borrow those numbers to sell this.