Getting named by AI

Will AI tools name your clinic?

We asked 4 AI tools 12 Australian patient questions on 12 September 2026. Then we sorted all 427 sources they cited. Here is what it means for you.

commasandchaos.com

The easy part

Clinic websites like yours get named a lot.

Perplexity cited a clinic's own site in 12 of 12 answers. Claude did in 11, ChatGPT in 9 and Google's AI Overviews in 8.

commasandchaos.com

The advice you often hear

Your own website beat the directories.

A provider's own site took 60.3% to 71.7% of all citations. Directories, comparison sites and insurers took 6.2% to 21.3%.

commasandchaos.com
Read the full measurement

The surprise

Google used directories the least.

Google's AI Overviews cited a directory 6.2% of the time, the lowest of the 4. Perplexity was highest at 21.3%. Even so, it cited clinic sites 3 times more often.

commasandchaos.com

The hard part

Most clinics were named by only one tool.

Of the 167 clinic sites cited, 124 showed up on just 1 tool. Only 6 showed up on all 4. So one win tells you little about the rest.

commasandchaos.com

Some good news

On each question, a few clinics were shared.

In 11 of the 11 questions we could compare, at least 2 tools cited the same clinic. Around that small shared group sat a long tail unique to each tool.

commasandchaos.com

Where Google said nothing

Google gave no AI answer on 3 of 12 questions.

One was the most commercial question we asked, for the top physio in a named Sydney suburb. There, your normal blue link was the whole answer.

commasandchaos.com

A mistake worth knowing

One tool sent Hobart to Indiana.

Seven citations pointed outside Australia, all from 1 tool. A Hobart back pain question returned 4 US practices. A Newcastle NSW sleep question returned a UK hospital trust.

commasandchaos.com

Our own error rate

Our software got 21.2% wrong.

It tagged 212 sites as clinic sites. A person opened every one and moved 45. YouTube was one of them. Every figure you see here is the corrected one.

Tap for the full method

commasandchaos.com
Read the full measurement