Customer insights home
214 champions. 18 high-value customers drifting. Act this week.
Customers are mapped by recency, spend, and frequency. The AI surfaces who needs a touchpoint, what to offer them, and what the expected lift is.
Repeat rate41%Up 5 pts in 30 days
VIPs at risk18High lifetime value
Predicted lift$22kFrom this week's actions
Reviews scanned964Sentiment stable
Customer value map
RFM segmentation — recency vs. spend. Each quadrant shows customer count and suggested play.
Champions
Bought recently · High spend · Loyal frequency
214
Loyal buyers
Regular cadence · Medium-high spend
487
At risk
Were high-value · Haven't bought in 45+ days
18
Lapsed
Single or old purchase · Low recency
1,204
Featured: At-Risk VIP
Highest lifetime value in the at-risk segment.
ML
M. Langford
VIP · Member 3.2 years
LTV
$4,820
Last visit
47d ago
Avg order
$214
Purchase history
Jan
Feb
Mar
Apr
May
Recommended plays this week
Each action is ranked by predicted revenue and confidence. One-click to launch.
Retention
Win back lapsed VIPs
18 high-value customers haven't purchased in 45+ days. Personalized bundle offer predicted to recover 6–9.
Upsell
Bundle category buyers
Frequent accessory buyers show high affinity for seasonal sets. 76% confidence on conversion.
Loyalty
Activate near-VIP tier
31 customers within 2 purchases of your highest loyalty tier. A targeted nudge closes most of them this month.