Product
Case Study
16 weeks after onboarding: measured vs control baseline
Case Study
Where it startedHow the engine ran itAsk it anythingThe 16-week resultCase Study
16 weeks after onboarding: measured vs control baseline
By role
By industry
By use case
16 weeks after onboarding: measured vs control, +30.5% GMV

“Signal to dispatched action, a week faster than our internal loop.”
Growth team lead · SHEIN
“First system that puts VOC and paid data on one evidence table.”
Head of Overseas Marketing · Tineco
“The Day-0 audit flagged budget misallocation the same day — every number clicks through to the raw row.”
Head of Growth · Waterdrop
“Creator tier focus alone cut content cost by a third that quarter.”
Channel Marketing Director · Anker
“Demand signals two weeks before the drop — restocking finally ran ahead of the hype.”
Head of Overseas Retail · POP MART
“Overseas store reviews, delivery platforms and membership data, finally on one definition.”
Head of International · HEYTEA
“DTC, wholesale and store numbers aligned on one table at last.”
Global Brand Lead · ANTA
“Stockout risk fired a week before ops' own spreadsheet.”
Head of Overseas Channels · Roborock
“Pre-season demand curves that weren't guessed for once.”
Head of Growth · EcoFlow
“Creator tier focus freed enough tail budget for a new market.”
Head of Overseas Marketing · Baseus
“Competitor launches hit the daily brief the same day, not the monthly.”
Global Product Marketing · Amazfit
“VOC themes across markets, compared on one timeline.”
Regional Marketing Lead · TECNO
“Creative-spread alert, then weighted CPM down a third in two weeks.”
Paid Media Lead · Ulike