Late August through October is county fair season across most of the country, and it's one of the few remaining events where a whole town actually shows up in the same place at the same time — not a curated crowd of the town's biggest fans, but everyone: the 4-H kids with their steers, the church groups running the funnel cake stand, the volunteer fire department directing traffic in the parking lot, the teenagers who'd rather be anywhere else and are there anyway.
That's what makes it a useful test. A town's restaurants and galleries tell you what it aspires to be; its county fair tells you what it actually is when nobody's performing for an audience of newcomers. Is the fair still mostly agricultural, or has it become mostly a carnival with a petting zoo bolted on? Is the crowd multi-generational, or is it mostly grandparents and grandkids with a missing middle in between? Does the local paper still run fair results on the front page, or did the fair quietly stop mattering a few years back and nobody updated the tourism website?
None of this shows up in the quiz or in a walkability score, but it's as real a signal as anything we track. A Family Hometown-type place without a fair worth going to is probably losing something else too — the fair is usually one of the first things to fade when a town's civic life is thinning out, and one of the last things to come back once it does.
If you're seriously considering a town, try to time a visit around its fair, festival, or whatever the local equivalent is. You'll learn more about who actually lives there in one afternoon than in a week of walking the downtown core.