July 13, 2026

The location signals behind pet care demand

There are 24,000 employer pet-care businesses in America — and 146,000 solo operators. The demand signal isn't income. It's the household that treats the dog like a child, and the census can find it.

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July 6, 2026

A quarter of American neighborhoods are majority-renter. They're a different retail country.

We split all 84,000 census tracts by renter share. The majority-renter quarter of America is ten years younger and earns $39,000 less per household than the owner-dominated third — and the same storefront means opposite things in each.

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June 29, 2026

The listing says the neighborhood is young and booming. We pulled the tracts.

New Braunfels is one of the fastest-growing places in America, so every listing there says the same thing — young, booming, affluent. We pulled all 74 census tracts. The claim is true. It's also false. It depends which mile.

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June 22, 2026

The location signals that make or break a drive-thru coffee site

Drive-thru coffee is the most commute-dependent category in small business. The site either sits on the morning flow or it doesn't — and the work-from-home shift quietly rewrote which sites do.

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June 15, 2026

What the average American neighborhood actually looks like (we computed it)

Every trade area gets described as "affluent" or "young" or "growing" — compared to what? We computed the actual median American neighborhood across 84,264 census tracts. Here's the yardstick.

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June 8, 2026

The work-from-home map has been redrawn. Your traffic assumptions haven't.

We counted the census tracts where at least one in five workers works from home. In 2019 there were 514. Today there are 19,882. If your site model was built on pre-2020 commute patterns, it's describing a country that no longer exists.

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June 1, 2026

What to evaluate first on a convenience store or gas station location

Convenience store and gas station locations live or die on traffic and daytime presence. The stop-or-keep-driving decision happens in seconds. Here are the signals to evaluate first.

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May 25, 2026

The location signals behind a strong fitness center

Fitness centers operate on narrower demographic windows than most retail categories. Here are the signals to evaluate first on any potential location.

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May 18, 2026

What demographics drive day care and preschool demand

Day care demand is shaped almost entirely by household composition, not income or population alone. Here are the demographic signals to evaluate first on any potential location.

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May 11, 2026

Five demographic signals that drive self-storage demand

Sellers and developers always have a story about why a self-storage site will fill up. The only reliable way to tell whether the story holds up is to pull the demographic data on the trade area and check the claims.

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May 4, 2026

The 1-mile circle is wrong: how to read a trade area like an analyst

Most location reports start with a circle drawn around the address. The circle is almost always wrong — real trade areas follow road networks and neighborhood boundaries. Here's how to read one like an analyst.

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April 27, 2026

The location signals that predict car wash success

Car washes are one of the most location-sensitive small business categories. The same concept can do strong volume on one site and struggle three miles away. Here are the five signals to evaluate first.

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April 20, 2026

What buyers actually look at in a deal package (and what's usually missing)

Deal packages cover financials and equipment in detail. What's almost always missing is the location, and that's the gap buyers and SBA lenders fill in late, slowing every deal down.

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April 13, 2026

What to look at when evaluating a QSR location

QSR demand is driven by who's near the location during the workday and where they're going when they leave. Here are the five signals to evaluate before signing a lease.

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April 6, 2026

The five demographics that matter when evaluating a laundromat

Sellers always have a story about why their laundromat location is a good one. The only reliable way to tell whether the story holds up is to pull the demographic data and check the claims.

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