Dema

Win back customersbefore they lapse

See who is about to stop buying, what they bought before and what brings them back, from your orders, email and ad data.

Returning customers

All markets · Weekly

Model in an oversized black wool coat standing in a hotel corridor

Oversized Wool Coat, Black

38%

of coat buyers ordered again within 90 days

€84K

from 2,100 lapsed customers won back this month.

Used by the teams at

  • Acne Studios
  • Scuffers
  • Represent
  • NOTHS
  • Ridestore
  • Axel Arigato
  • Adlibris
  • Osprey London
“Dema's Agent is truly mind-blowing. We struggled to get AI to understand our data structures and metrics, but Dema worked perfectly right out of the box.”

Your audience hub. Built around customer value.

Ask for cohorts, win-back audiences or churn signals. Refine the segment rules and sync the reviewed result to your CRM.

app.dema.ai/audience-hubDemo workspace
Example prompt
Workspace / Audience hubShared with your team
Commercial overview · This week

Customer audiences

Customers7,928All markets
Margin LTV€499After costs & returns
Repeat purchase47.5%All markets
Return rate9.1%Weighted by orders

Audiences built on contribution

Klaviyo
KlaviyoCRM / reviewed audience segments

0 items selected for Klaviyo.

All your data. Ready for AI.

All your commerce data, connected and ready for AI. Dema joins the records, defines your metrics and keeps your apps and agents current.

Build audiences around repeat purchase, returns and lifetime contribution, with the same definitions in your CRM.

Customer behaviour
Product views, sessions, orders, new & returning customers
Value
Acquisition spend, refunds, product & fulfilment costs, contribution down to CM3
Next purchase
CRM activity, purchase intervals, stock availability & predicted customer value

Keep audiences current with an agent.

Describe your segment rules and win-back triggers. Keep CRM lists, acquisition exclusions and the campaign sheet aligned.

Example prompt
Runs Sundays 22:00
Your agent deliversInteractive example

Eight audiences, refreshed in Klaviyo.

Klaviyo
Audiences / Margin-based RFMKlaviyo
Delivered
High-margin VIPs1,842 customers+68 moved in
Loyal customers4,206 customers+94 moved in
At risk632 customers+52 moved in

214 customers changed tier. Segment counts recorded in the campaign sheet.

Customer value, after the costs.

Revenue alone doesn’t tell you who to win back. Compare customer contribution after returns, product, fulfilment and marketing costs, then use those definitions in your audience rules.

Contribution

After costs. After advertising.

€20,000
Net revenue€100,000
Product costs
− €40,000
Operations
− €15,000
Ad spend
− €25,000
Contribution margin20%
Defined once. Used by both.
ReportsAgents
The same contribution definition is used in reports and agent answers: €100,000 net revenue minus €40,000 product costs, €15,000 operations, €25,000 ad spend leaves €20,000. Comparisons use the same period and filters.

Your first retention workflow.
Ready for your team.

Connect your data, describe the work and put a reviewed workflow in your team’s hands.

Connect

Your data. One foundation.

Connect orders, customer history and CRM activity.

Describe

Your workflow. Built by asking.

Describe your audiences, contribution rules and refresh schedule.

Share

Your team. Ready to act.

Review segment membership and sync it to the tools your team sends from.

Questions about profit-based CRM segments

See who your VIP tier really is, measured on margin.

Bring your workflow. See how to create the app or agent your team needs in a live walkthrough.