100 shoppers were enough to find three sharp patterns.
6,000+ more sit behind them, unexamined.
This sample of 100 shoppers is drawn from 6,233 panelists who bought a surface-cleaning spray or wipe in the panel — itself a small slice of Ario's broader consumer panel, which spans every CPG category and continues to grow. At just 100 shoppers, three patterns were clear enough to name and date precisely. Each one raises a question that purchase data, on its own, cannot answer.
The two biggest brands in the panel still lose more than half their buyers.
Lysol (1,725 buyers) and Clorox (1,684) are the largest surface-cleaning brands in the panel, and they convert only 46% and 43% of buyers to a second purchase. The gap is precisely measurable. What's on the other side of it — scent, price, a bad first experience — isn't in the purchase record at all.
88 Clorox purchases in six years, one 16-day detour, and back — with no record of why.
One shopper's history is 99% Clorox across 89 purchases since 2020. In the middle of that streak sits exactly one Method plant-based spray, bought once, gone within 16 days. The panel can tell us the date. It can't tell us what she thought of it, or how close it came to sticking.
A household changes shape in three days — and no brand in the data knows it happened.
One shopper bought a multi-surface cleaner and a mop. Three days later: kid-proof furniture covers, a baby car-seat cover, a rattle, a pet scooper. Seven items, one household, a visible before-and-after. What she needs from a cleaning brand now is a different question than the one her last purchase answered.
Five patterns emerged from 100 shoppers. The population behind each is much larger.
Classification uses two facts per shopper: whether they bought more than once, and how concentrated those purchases are on one brand. One-time buyers are split by whether a baby- or pet-category order landed within 7 days. The "population" figure for each pattern is the count across all 6,233 category panelists — a sample of 100 was enough to find these shapes; it was not enough to say how they vary by region, income, household type, or brand relationship.
A sample this size is enough to prove these five patterns exist and to put exact numbers on three of them. It is not enough to break any pattern down further — by region, income tier, household composition, or how it plays out in the 6,000+ category panelists this sample didn't touch, let alone the shoppers across Ario's broader panel who buy other products entirely. Two deep profiles follow in full; the Loyalist and One-and-Done patterns are summarized at the same level of rigor but not expanded to the same depth here.
What the purchase record shows, and where it stops.
Two of the five patterns, shown at full depth. Three more — Loyalist, Variety Seeker, One-and-Done — are summarized further down at the same level of rigor, not the same level of detail.
88 Clorox purchases in six years — and one 16-day detour to a plant-based competitor.
$1,169.05 across 89 purchases over more than six years — the largest wallet and the highest purchase count in the sample, and 99% of it is Clorox: toilet bowl tablets, ToiletWand refills, and disinfecting wipes, repurchased on a near-monthly rhythm since Jan 2020. On Dec 11, 2023, exactly one purchase breaks the pattern: a Method All-Purpose Cleaner Spray, French Lavender, plant-based and biodegradable. It sits between a Clorox order on Nov 25, 2023 and another on Dec 27, 2023 — 16 days each way. She never bought Method again.
88 of 89 purchases are Clorox.
Toilet bowl tablets, ToiletWand refills, and disinfecting wipes, on repeat since Jan 2020.
- Clorox: 88 orders, Jan 2020–May 2026
- 99% brand share
A single Method purchase, sandwiched by Clorox 16 days on either side.
Method All-Purpose Cleaner Spray, French Lavender — plant-based, biodegradable, a different positioning than Clorox entirely.
- Clorox order: Nov 25, 2023
- Method order: Dec 11, 2023 · next Clorox order: Dec 27, 2023
The panel can date the trial to the day and measure exactly how long it lasted. It cannot say what prompted her to pick up Method in the first place, what she thought when she used it, or how close it came to replacing Clorox permanently. That's a five-minute conversation, not a data query — and 15 other panelists in the full population show this same shape: an established 10+-purchase habit on one brand, interrupted by exactly one trial of another that didn't convert.
One cleaner and a mop, then a household reshaping itself three days later.
One cleaning purchase in the panel: Fabuloso Multi-Purpose Cleaner, 2X Concentrated, $26.99, bought Feb 17, 2024 alongside a spin-mop cleaning system. Three days later, Feb 20, her basket shifts entirely: kid-proof stretch slipcovers for a sofa, loveseat, ottoman, and chair, a Taggies baby rattle, a breathable baby car-seat cover, and a dog waste scooper — seven items in one day, spanning furniture protection, a baby, and a pet.
A concentrated cleaner and new equipment, same day.
Fabuloso 2X Concentrated plus a Spin Mop Cleaning System with 3 microfiber heads, both Feb 17, 2024.
- Fabuloso Multi-Purpose Cleaner: $26.99
- Spin Mop Cleaning System, 3 heads: $37.99
Kid furniture covers, a baby rattle, a car-seat cover, a dog scooper — all on Feb 20.
Seven items in one day: furniture protection marketed "for Kids," a baby car-seat cover, a Taggies rattle, and a pet waste scoop.
- 4× kid-proof stretch slipcovers (sofa, loveseat, ottoman, chair)
- Baby car-seat cover · Taggies rattle · dog pooper scooper
The panel can date this household's transition to the week. It can't say what she'd want from a cleaning brand now that the house has a baby, a toddler-proofed living room, and a dog in it — that's a different set of needs than the ones her one visible purchase answered, and nothing in this data describes them. 557 other panelists in the full population show this same pattern: a single cleaning purchase within 7 days of a baby- or pet-category order.
Shown at the same level of rigor, not the same depth.
8 Lysol purchases, 2 years, zero other brands.
Irregular gaps (15 to 265 days) rule out a subscription rhythm — something else is keeping her on one brand. 399 other panelists in the full population show the same shape.
15 brands, 42 purchases, one baby-safe cleaner bought once.
No brand tops 38% share. A Clorox "Free & Clear Baby" product appears once, in 2020, and never again. 1,813 other panelists show this no-dominant-brand pattern — the largest of the five.
A case of 12 commercial toilet cleaners, bought once.
Brand and pack size suggest commercial or bulk use, not a personal trial. 1,578 panelists show a single cleaning purchase with no life-event signal — an unknown mix of failed trials and purchases like this one.
100 shoppers found the shapes. Two paths would fill them in.
Go deeper on the population. This report is built from 100 of 6,233 qualifying panelists in surface cleaning alone — a small slice of Ario's much larger, continuously growing consumer panel. Depending on what's needed, that could mean a deeper cut of the panel Ario already has, sized with statistical confidence instead of a 100-shopper estimate and broken out by region, income, and household composition, or extending reach further by appending additional audience data. Either path could test whether the same shapes — near-total loyalty with a single failed trial, a household changing shape around a purchase — show up the same way in other categories.
Go back to the shoppers themselves. Every pattern in this report ends at the same wall: purchase data can show what happened and exactly when, but not why. These are identifiable panelists, not anonymized transactions — which means the 15-panelist group who tried a competitor once and reverted, the 557-panelist group whose purchases line up with a new baby or pet, and the other segments sized above are all recruitable for targeted follow-up: a short survey, a brief interview, a diary study timed to a purchase window. That's the layer this report can point to but not fill in on its own.
- Five behavior patterns, each precisely defined and dated
- Category-wide retention figures for the two largest brands
- Two individually verified, fully-dated shopper stories
- Population sizes for every pattern, already counted
- Whether these patterns hold at full scale, by region or household type
- Why the trial in shopper 10605's history didn't convert
- What shopper 15752's household needs from a cleaning brand now
- How much of the One-and-Done segment is failed trial vs. bulk/commercial purchase