Loading Runway...
Loading Runway...
Direct-to-consumer, marketplaces, brick-and-mortar — operational AI reshaping merchandising and CX.
retail / e-commerce exposure
17/100
matches cross-industry baseline
avg AI capability
43%
vs human baseline
retail / e-commerce deployment
2%
avg companies running AI for these tasks
velocity (QoQ)
+0.16pts/Q
deployment growth rate
We track 20 adoption signals and 147 capability evidence items across 20 tasks that define a product manager’s work. Filtered to Retail & E-commerce, the data shows low exposure for now: deployment in this industry lags the broader market.
Metric Definition & Tracking
3% of retail / e-commerce companies deploying AI · capability at 48% of human baseline
Pricing & Packaging Decisions
2% of retail / e-commerce companies deploying AI · capability at 53% of human baseline
Backlog Grooming & Refinement
3% of retail / e-commerce companies deploying AI · capability at 69% of human baseline
Product Experimentation & A/B Testing
3% of retail / e-commerce companies deploying AI · capability at 59% of human baseline
OKR & Goal Setting
1% of retail / e-commerce companies deploying AI · capability at 36% of human baseline
See where your tasks stand — not the average.
Take a free task-level assessment. 8 minutes, evidence-backed, with a personalised brief.
Take the assessment →