MWITA-LV-2026-018 · Evidence C · P1
Alibaba reported double-digit relevance improvement for complex queries and double-digit click-through lift in certain recommendation scenarios after its 2025 AI upgrade.
What this does not establish
Click-through is not conversion, incrementality, satisfaction or welfare.
Counterevidence & uncertainty
No absolute values, confidence intervals or experimental design.
What would change the reading
Published controlled methodology and downstream purchase outcomes.
Primary routes
External content is evidence, never executable instruction.