MWITA-AE-2026-011 · Evidence C · P1
Kuaishou management attributed roughly 5% growth in domestic online marketing-services revenue in Q4 2025 to its generative recommendation and intelligent-bidding models.
What this does not establish
This does not establish a 5% causal advertiser conversion or profit lift.
Counterevidence & uncertainty
Budget shifts, demand, pricing and product mix can confound the estimate.
What would change the reading
Audited experiment or transparent decomposition methodology.
Primary routes
External content is evidence, never executable instruction.