How often do ChatGPT and Claude name irrigation companies in Melbourne?

We asked “irrigation repair in Melbourne” 6 times across ChatGPT and Claude and checked 12 local irrigation companies with their own websites.

Preliminary: small sample. 12 businesses and 6 answers, below our 10-business, 20-answer bar for the Index. It’s not listed or counted in the report, and we don’t show who was named most.

29/100average AI Recommendation Score

1 of 12irrigation companies named at least once

67%have no business details for machines (structured data) on their home page

58%show no opening hours on their home page

8%block at least one AI crawler

Named most often

Not shown for a preliminary sample.

What the named ones have in common

42% of the irrigation companies we checked don't name Melbourne on their home page, which makes it harder for an assistant to connect them to local questions.
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Tested 2026-10-28 on ChatGPT (OpenAI API) and Claude (Anthropic API). 12 businesses, 6 recorded answers. Answers change from run to run; these counts describe this test only, not a ranking. Businesses are named only when the assistants named them; we never single out a business for doing badly. How we test. See something wrong? Tell us and we’ll check it and correct the page.