Developing retail and QSR sites across the West, I thought I’d earned the right to trust my gut. I’d walked enough pad sites, sat through enough broker pitches, and closed enough deals to believe I could feel a good corner before the numbers confirmed it. Then a deal came across my desk that nearly proved me wrong in the worst way, and right, in a way I didn’t expect.

The Site That Felt Wrong

This was a tough corner in a secondary market, what brokers call “emerging,” meaning it’s not quite there yet. The trade area seemed sparse on paper. The rooftops within a mile were below the levels I usually consider for a drive-thru, and the nearest major grocery was a ten-minute drive away. My instincts, honed from years of finding successful sites, urged me to pass. I would have overlooked it based on instinct alone, as it lacked the visual signals I typically rely on- traffic buildup, retail density, rooftop clustering- that indicate a site’s readiness. My gut feeling was based on recognizing patterns from previous deals, and this site didn’t fit. However, my analyst’s data painted a different, compelling picture, enough to make me reconsider even though it didn’t meet my usual intuition.

What the Data Actually Showed

The daytime population within three miles was nearly twice the residential population, an indication that the site was located within a commuter and employment corridor my intuition hadn’t accounted for. Traffic counts on the cross street had increased four years in a row as a new logistics park developed behind it. Additionally, the trade area’s median household income was rising faster than the surrounding submarket average, signaling that residential growth was imminent rather than lagging. These signs don’t become evident when simply standing at the corner and watching traffic; they only become clear when analyzing daytime population data, five-year growth trends, and permit activity, looking at what’s emerging rather than just what’s already there. My intuition evaluated the site as it currently was, while the data projected what it was becoming. That difference nearly caused me to miss the deal, but I’ve since learned to place more trust in trend data, understanding that instinct offers a snapshot, whereas data reveals a trend.

Why Experienced Developers Get This Wrong

The harsh reality is that gut instinct becomes less dependable with more experience, unless you’re cautious. Each successful site you’ve developed creates a mental model of what “good” looks like, which is helpful until market conditions shift in ways your previous transactions haven’t prepared you for. This is especially noticeable in secondary and tertiary markets. The visual signals indicating strength, such as dense retail, heavy stacking, and prominent rooftops, are often not yet visible in emerging markets. Relying solely on a site’s current appearance means you’ll likely overlook upcoming market inflections, as by the time the market signals align, prices tend to have already adjusted to the new fundamentals.

The Deal, In the End

We assessed the site, confirming that the daytime population and traffic patterns persisted. Within eighteen months, two additional QSR concepts committed to the same corridor, attracted by the rooftop growth we initially identified. The corner that initially felt off during the drive-by evaluation became a top performer in that submarket, thanks to the data, not the initial gut feeling, guiding us there. I share this to emphasize that instinct does have a role in this business. It helps identify promising markets and evaluate brokers’ pitches. However, it should never be the sole basis for a final decision on a site, especially when data suggests further investigation is warranted.

What I Do Differently Now

Now, I apply a consistent approach to every site I assess, comparing daytime population with residential population, analyzing multi-year traffic and permit trends, and evaluating income and rooftop growth rates, rather than relying solely on current figures. If the data and my intuition conflict, I see that as a signal to investigate further, as the discrepancy often reveals hidden opportunities or risks. The experience I nearly missed taught me that top developers aren’t necessarily the most instinctive; they’re disciplined enough to let data take precedence over gut feelings when the two conflict. Relying solely on instinct based on past patterns can cause you to lag behind a market that’s already evolving. Properly interpreted data, on the other hand, indicates where the market is heading next.