How Numerator Hit $130M Revenue: 12 Acquisitions, One Sales Force, and a $1.5B Exit
Numerator collected one of every 500 US grocery receipts and sold the picture to P&G, Coke and Nestlé. Dennis Moore walked through the $130M roll-up's mechanics in 2018 — three years before Kantar bought it for a reported $1.5 billion.
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Dennis Moore is not the founder of Numerator, and he tells you so in the first ten minutes. “The company is really a concatenation of about 12 different acquisitions,” he said on the November 2018 tape. “I’m sort of the PE CEO of the accumulated companies.” What the private-equity machinery had accumulated was remarkable: a panel of roughly 300,000 Americans photographing their shopping receipts, one out of every 500 grocery receipts in the country, more than 500 million collected in four years — and a business about to cross $130 million in revenue for Procter & Gamble, Coke, Nestlé, and the rest of the CPG giants who needed to see where their sales actually went.
The product: seeing the other guy’s cards
Moore, a statistics guy from Michigan who admitted his twelve-month poker record was “probably negative something,” reached for a poker analogy anyway — and it’s the clearest description of the product on the tape.
A retailer knows a lot about who shops in their store — but they don’t know what those people buy when they’re in another store. It’s like you don’t know what the other guy’s holding.
Dennis Moore, CEO, Numerator
One retailer’s own registers. As shopping fragmented across Ulta, Sephora, Dollar Shave Club and Amazon, that window kept shrinking.
Every store on one shopper’s receipts — physical and online, opt-in and paid for, via the Shoparoo and Receipt Hog apps.
The panel was built on consent and payment, a point Moore stressed: shoppers know exactly what they signed up for, and one of the two collection apps routes the reward to schools — $750,000 donated in the prior year. Nathan’s take on tape: if platforms had just paid users for their data from the start, “we wouldn’t have all these issues we’re having now.”
The numbers under the roll-up
The average customer paid a high-five-figure annual subscription — $130M spread across 2,000-plus customers averages out to roughly $65K a year. About 20% of revenue was professional services, staffed at “one person’s worth of service for every million dollars of stuff you buy from us.” The retention conversation took a wrong turn and then a right one: Moore first offered a net retention “just shy of 90,” but as Nathan unpacked it on tape the real shape emerged — roughly 10% gross revenue churn, 30% expansion on the surviving base, so a cohort signing for $100K lands around $130K in year two: about 120% net revenue retention once the terms were straightened out, which Moore confirmed. The churn concentrated in one commoditized line — web-scraped pricing and placement data — while the receipt panel renewed on quality: 75,000 panelists at acquisition, 100,000 by the taping, 125,000 planned. (A different count from the roughly 300,000 receipt-photographing Americans in the intro — the tape does not spell out how the two panel figures relate.)
Acquisition economics were deliberately unheroic. Where a sister Vista company was spending $1.20 for a new dollar of ARR, Numerator spent “about 25 percent of our total revenue” on sales and marketing — at most a dollar for a dollar, under a 12-month payback — because with most of its 2,000 clients spending $20–50K each, no single logo justified seven-figure pursuit costs.
What Vista actually changed
Asked what changed when Vista Equity Partners took over in spring 2017, Moore gave the least romantic and most useful answer in the private-equity playbook:
- One system of record. The roll-up was running six instances of Salesforce and three accounting systems. Six months of integration work made quote-to-order-to-bookings flow through one.
- One sales force. Reps who arrived selling the product of whichever acquired company they came from were realigned into a single go-to-market carrying the whole bag — letting the differentiated products pull the commoditized ones along.
The roll-up thesis in one line: the acquisitions bought the data assets, but the value came from selling them as one thing — one Salesforce instance, one sales force, one contract that a P&G could expand inside.
From $100M to a $1.5B exit
- 2014 The receipt-panel business launches — the piece that becomes Numerator’s core.
- Summer 2016 Moore joins the portfolio under the previous private-equity owner.
- Spring 2017 Vista Equity Partners acquires the group; the big panel acquisition follows shortly after.
- Nov 2018 Just over $100M grows to a $130M year across 2,000+ customers — the tape.
- Jul 2021 Kantar completes its acquisition of Numerator from Vista, reported at just under $1.5 billion.
The exit closed the arc the tape had sketched: the traditional market-measurement giants — Moore had spent years at Nielsen himself — needed exactly the omnichannel receipt data the roll-up had assembled, and Kantar paid a reported ~$1.5 billion for it in July 2021. Numerator’s current numbers live on its GetLatka profile.
Moore turned 50 the month after the taping. Asked what he wished his 20-year-old self knew, the PE CEO gave the answer of a man who found his game late and won it anyway: “I kind of thought you went to school, you got a job at a big company, and that’s how the world worked. It took me until I was 47 years old to discover private equity and smaller companies — get in the starting-the-company game sooner.”
SourcesNathan’s November 2018 interview with Dennis Moore; GetLatka dataset rows through 2020; Kantar–Numerator acquisition completed July 2021, price reported by Marketing Dive and Research Live at just under $1.5B.
