By the time a problem shows up in your numbers, it's been online for a year

Chipotle's CEO found out his portions had shrunk from TikTok, months before any number moved. Your version is a hygienist leaving in March and a review nobody reads. Here's how to hear it while it's still cheap.
July 31, 2024

The chief executive of a 3,500-restaurant chain found out his portions were too small from TikTok. Not from sales. Not from his operators. From customers with phones, filming their burrito bowls on kitchen scales, months before a single number moved. He caught it in time. Most owners don't, because they're watching the wrong instrument.

What happened

In the spring and summer of 2024 a genre of video took off: people filming their Chipotle orders and complaining the portions had shrunk. Some weighed the food on camera. A few filmed the person behind the counter to see whether being watched made the scoop bigger. It seemed to, which made for better video, which made more videos.

It got serious enough that analysts at Wells Fargo ordered 75 identical burrito bowls from eight New York locations and weighed them. Portions varied widely some bowls came in roughly a third heavier than others.

Chipotle's numbers at that point were fine. Good, actually. Revenue up, traffic up, the sort of quarter where nobody in the building thinks there's a problem, because on every instrument the company was actually looking at, there wasn't one.

The signal existed. It just wasn't anywhere the P&L could see it.

What they said

Here's the part I'd give them credit for. On the July 24 earnings call a good one, the kind where a CEO gets to talk about beating expectations Brian Niccol brought it up himself. "There was never a directive to provide less to our customers," he said, and then told analysts the company was retraining on portions and had "re-emphasized generous portions across all of our restaurants."

That's a genuinely hard thing to do. Nobody wants to introduce the one bad topic into their own good news, in front of analysts, on a recorded line. The instinct is to let it ride and hope it burns out. He didn't, and the story stopped being about shrinking portions and started being about a company that listens.

The counterfactual is what makes it worth studying. Say he skips it. The videos keep coming, the story hardens into "Chipotle is quietly shorting you," and eventually a reporter asks the question on a call where the numbers aren't good. Now it isn't a portion problem, it's a trust problem, and he's answering it from behind.

What it cost

On the same call, Chipotle told analysts its cost of sales would rise to just under 31% of revenue the following quarter, up from 29.4%, and attributed 40 to 60 basis points of that to the portion fix. At a company doing roughly $3 billion a quarter, that's somewhere between $12 million and $18 million a quarter my arithmetic, not theirs spent fixing something that had been visible on phones for months.

Now shrink it. You run four dental offices. A hygienist leaves in March, the schedule at one location tightens, and appointments start running fifteen minutes behind. Nobody tells you, because nobody complains to the person at the front desk. They complain in the car, then in a Google review, then in the neighborhood Facebook group when someone asks for a recommendation.

Your new-patient numbers don't move for two quarters. They're noisy anyway seasonality, insurance cycles, a competitor's mailer. By the time the trend is clear enough that you'd bet money on it, you're six months downstream of the hygienist and you have no idea the two are connected. So you spend the next quarter on a marketing fix for an operations problem, which is the most expensive kind of wrong answer there is. It costs money and buys nothing, because the reviews keep coming.

Three reviews that say "waited forty minutes" are not three unhappy patients. They're the recommendation you stop getting, from a source you can't see, for as long as those reviews sit there.

What they should have done and what you should

Chipotle's real failure wasn't the portions. It was that a company with a real budget had no instrument pointed at the place its customers were talking, and had to be told by the internet.

You have less budget and better odds, because your version is smaller and easier to read. Three things, none of which require hiring anybody:

  • Read your reviews as operations data, not reputation management. Not the star rating the text, monthly, with the location attached. "Waited forty minutes" three times at one office in one month isn't a review problem. It's a scheduling problem with a public comment section.
  • Watch the velocity, not the average. A practice that has sat at 4.6 stars for three years is not the same as one that sat at 4.8 and has taken four one-stars in six weeks. The average hides the trend, and the trend is the whole signal.
  • Go look at the places you don't control. The local Facebook group. The neighborhood app. And now the new one: ask the machines. "Best family dentist in [your town]." "Is [your practice] any good?" Same plain questions your patients ask, across ChatGPT, Google, Gemini and Perplexity. In ten minutes you'll know whether you're being recommended, ignored or described wrong, and none of those three will ever show up in your practice management software.

Niccol's advantage wasn't that he's smarter than you. It's that somebody in his building was paid to watch a channel that didn't appear on any financial report, and they told him while it was still cheap.

Nobody is doing that for you. And the channels have multiplied. When a benchmark of 10,000 US local businesses looked at who ChatGPT and Perplexity actually recommend, the most-recommended tier averaged 304 reviews and the least-recommended averaged about 118. The machines are reading the same reviews you aren't and they're assembling an answer about your business from them, on a schedule nobody tells you about.

Sometimes you own the narrative and sometimes it owns you. Mostly, though, it just gets written somewhere you weren't looking, by people who were never going to call and tell you.

Adapted from a piece first published July 31, 2024.

Sources

  • Chipotle Mexican Grill, Q2 2024 earnings call transcript, July 24, 2024 (Niccol remarks on portions; Q3 cost-of-sales guidance).
  • Wells Fargo analyst portion study (75 bowls, eight New York locations), as widely reported in the financial press, June 2024.
  • Insites, benchmark of 10,000 US local businesses across ChatGPT and Perplexity, July 2026.
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