What did our five-city study show about landscaping, and what can't it rank?
It showed which records ChatGPT read about landscaping companies and how many different companies it named, beside six other trades checked the same week. It can't show that an idea brings calls or contracts, and it measured nothing about mowing routes, mail or social media. The clearest standouts rank first.
We ran it in Atlanta, Austin, Charlotte, Houston and San Antonio: the top three on Google Maps and the three in the local pack for "landscaping company," five ChatGPT runs per city that named no company, and 150 ChatGPT answers about named landscaping companies, with lawn care companies counted as landscaping. Everything came from October 18, 2026, through the OpenAI API with web search, and it stays separate from our 50-metro study of eight other trades.
Its limits: three of the five cities are in Texas, and a trade with this many small companies makes every count fragile, since one answer can move it. Houzz showing up beside a named landscaper doesn't prove Houzz got it named. The only season figure on this page is the one our landscaping page already publishes from Google search estimates.
So the order is: the two records where landscaping stood apart, then a season idea resting on our published search data and a state agency, then a Texas rule with federal and city programs. The four landscaping marketing lists we read on November 1, 2026, gave 4 to 25 ideas; none ranked them by evidence or mentioned AI answers, and one named Houzz as a listing site.