Case studies
Proof, in the numbers.
We diagnose D2C stores from their public data alone. Each store below was diagnosed; the diagnosis itself stays private to the brand. What’s public is the aggregate proof.
0
Case studies
Public data, cited sources
0
Distinct niches
Beyond the D2C baseline
0
Catalog variants measured
Out-of-stock denominators, sum
0%
Public data
No internal data. No estimates.
Diagnosed stores120 companies
each opens a private agent pageHappy & Polly
Diagnosed from public dataRaw Wild
Diagnosed from public dataThe Pet Lab Co
Diagnosed from public dataJackson Galaxy Cat Enrichment
Diagnosed from public dataMuttluks
Diagnosed from public dataCanine Styles
Diagnosed from public dataModkat
Diagnosed from public dataForth & Glenn
Diagnosed from public dataRuby Rufus
Diagnosed from public dataAlpha Paw
Diagnosed from public dataPorch Potty
Diagnosed from public dataPortland Pet Food Company
Diagnosed from public dataCavology
Diagnosed from public datadirtydogbeautyclub
Diagnosed from public dataSundays for Dogs
Diagnosed from public dataDogfy Diet
Diagnosed from public dataKitty Poo Club
Diagnosed from public dataFitBark
Diagnosed from public dataFood for Joe
Diagnosed from public dataEden Holistic Pet Foods
Diagnosed from public dataScrumbles
Diagnosed from public dataRay Allen Manufacturing
Diagnosed from public dataPlay9
Diagnosed from public dataWolfworthy
Diagnosed from public dataSodaPup
Diagnosed from public datavetevo
Diagnosed from public datapaleoridge
Diagnosed from public dataWe Feed Raw
Diagnosed from public dataBella+Duke
Diagnosed from public dataInvers
Diagnosed from public dataHerbal Dog Co
Diagnosed from public dataWILD Pet Food
Diagnosed from public dataSHELANDY
Diagnosed from public dataJust Russel
Diagnosed from public dataFenrir Canine Leaders
Diagnosed from public dataBusterBox
Diagnosed from public dataBest-In Oy
Diagnosed from public dataClean Run Productions, LLC
Diagnosed from public data2 Hounds Design
Diagnosed from public dataDOOG (Dog Owners Outdoor Gear)
Diagnosed from public dataRebel Raw
Diagnosed from public dataPlay Pet Brands (P.L.A.Y.)
Diagnosed from public dataKazoo Pet Co
Diagnosed from public dataDifferent Dog
Diagnosed from public dataDogTuff
Diagnosed from public dataZoo Snoods
Diagnosed from public dataZoop (Kitty Brands Corp.)
Diagnosed from public dataYokum Gear
Diagnosed from public dataWulf Snacks
Diagnosed from public dataWolf Republic
Diagnosed from public dataWild One
Diagnosed from public dataWilderdog
Diagnosed from public dataWild Balance
Diagnosed from public dataWest Paw
Diagnosed from public dataWalkee Paws
Diagnosed from public dataVisbiome Vet
Diagnosed from public dataTwo Tails Pet Company
Diagnosed from public dataThe Social Dawg
Diagnosed from public dataThe Honest Kitchen
Diagnosed from public datathe furryfolks
Diagnosed from public dataStella & Chewy's
Diagnosed from public dataSpunky Pup
Diagnosed from public dataSiliDog
Diagnosed from public dataLunaMarie
Diagnosed from public dataShane's Spiders
Diagnosed from public dataSAINT RUE
Diagnosed from public dataRuffwear
Diagnosed from public dataRaw Bistro
Diagnosed from public dataPurrmi
Diagnosed from public dataPure Life Raw
Diagnosed from public dataPupPod
Diagnosed from public dataPride & Groom
Diagnosed from public dataPrecious Creatures Co
Diagnosed from public dataPet Wellness Direct
Diagnosed from public dataPetguin
Diagnosed from public dataNatural Rapport
Diagnosed from public dataMy Pet Carnivore
Diagnosed from public dataMaxbone
Diagnosed from public dataMax And Neo
Diagnosed from public dataLulus From Cali
Diagnosed from public dataLove Your Pet Raw Foods
Diagnosed from public dataK9 Power
Diagnosed from public dataI and Love and You
Diagnosed from public dataHuntaway
Diagnosed from public dataHokuo
Diagnosed from public dataHappy Staffy Co
Diagnosed from public dataGunner Kennels
Diagnosed from public dataGuineaDad
Diagnosed from public dataGreenTripe.com
Diagnosed from public dataGreen Gruff
Diagnosed from public dataWacky Walk'r (WACKYstore)
Diagnosed from public dataGood Thomas
Diagnosed from public dataFuzzbutt Boutique
Diagnosed from public dataFunnyDogClothes
Diagnosed from public dataFranklin Pet Food
Diagnosed from public dataFlorida Man Pet Treats
Diagnosed from public dataFlair Pet
Diagnosed from public dataEpi-Pet
Diagnosed from public dataCatGenie
Diagnosed from public dataCat Amazing
Diagnosed from public dataCanis Mountain Outfitters
Diagnosed from public dataCaitec
Diagnosed from public dataBoxCat
Diagnosed from public dataBooyah Strollers
Diagnosed from public dataBonka Bird Toys
Diagnosed from public dataBlueberry Pet
Diagnosed from public dataBlue-9
Diagnosed from public dataBJ's Raw Pet Food
Diagnosed from public dataBARF World
Diagnosed from public dataAtlas Pet Company
Diagnosed from public dataArya Sit!
Diagnosed from public dataAnimal Essentials
Diagnosed from public dataAncestral Raw Nutrition
Diagnosed from public dataAmerican Pet
Diagnosed from public dataAllProvide Pet Foods
Diagnosed from public dataAllisandro
Diagnosed from public dataAlbright's Raw
Diagnosed from public dataAivituvin
Diagnosed from public dataAffordable Pet Labs
Diagnosed from public dataA Better Treat
Diagnosed from public dataMethod
public data only01
Catalog feed
The storefront’s own catalog feed.
02
Reviews & policies
The brand’s review platform (their public API) and their published policy pages.
03
Ad transparency
The ads they run on Meta’s ad transparency tool.
Where the data comes from: the storefront’s own catalog feed, the brand’s review platform (their public API), the ads they run on Meta’s ad transparency tool, and their published policy pages. Everything is cited to its source, and every number carries the date we pulled it. No internal data, no estimates passed off as fact.
More stores as engagements complete. Questions? karthik@kardata.co