Dema

Stop bidding on products that lose money, sell out or get returned.

Dema checks every product in your Shopping and Performance Max feed for profit after ad spend, stock left and returns. Bid up on the ones that earn, and pull the rest before they waste budget.

Shopping & PMax · 6 of 1,240 products
Heavyweight Hoodie, GreyBid up

Heavyweight Hoodie, Grey

€95

CM3/order
€24.10
Stock
9 wk
Returns
6%
Wireless Headphones, WhiteStop · loses money

Wireless Headphones, White

€179

CM3/order
−€6.40
Stock
12 wk
Returns
11%
Leather Sneakers, WhitePause · sells out in 8 days

Leather Sneakers, White

€129

CM3/order
€18.40
Stock
1.1 wk
Returns
9%
Cast Iron Casserole, 24 cmBid up

Cast Iron Casserole, 24 cm

€119

CM3/order
€31.20
Stock
7 wk
Returns
2%
Oxford Shirt, Light BlueLower bid · 38% returned

Oxford Shirt, Light Blue

€89

CM3/order
€2.10
Stock
8 wk
Returns
38%
Puffer Jacket, BlackPause · only XS left

Puffer Jacket, Black

€249

CM3/order
€38.50
Stock
0.6 wk
Returns
14%

Used by the teams at

  • Acne Studios
  • Scuffers
  • Represent
  • NOTHS
  • Ridestore
  • Axel Arigato
  • Adlibris
  • Osprey London
“We finally have full visibility into what drives both growth and profitability, down to the product level. It's helped us make faster, smarter decisions across marketing, merchandising, and planning.”

Your bid rules. Built into your app.

Choose the CM3 threshold, stock rule and markets. Review the decisions and send approved changes to Merchant Center, all by asking.

app.dema.ai/bid-controlDemo workspace
Example prompt
Workspace / Bid controlShared with your team
Commercial overview · This week

Feed bid control

Acquisition spend€25.7kAll markets
Contribution€16.3kAfter costs & returns
Contribution margin12.8%After costs & returns
Weeks of cover6.9 wkAll markets

CM3 per order after ad spend

Click a product to review
← Loses moneyEarns after ads →
Google Merchant CenterShopping & PMax / bid decisions

0 items selected for Google Merchant Center.

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.

Ad spend per product, joined to product costs, returns, fulfilment and stock. CM3 per product, not ROAS per campaign.

Ad spend
Shopping and Performance Max spend, clicks and conversions per product
Stock & demand
Inventory by size and market, stock cover, sell-through & inbound orders
Profitability
Product and fulfilment costs, returns & CM3 after ad spend per product

Let an agent keep the feed clean.

Have an agent exclude products that lose money or are about to sell out, and bring them back when they earn again. Every change waits for your approval.

Example prompt
Runs daily 06:00
Your agent deliversInteractive example

Three products stop costing you money.

Google Ads
Performance Max / Product exclusionsGoogle Ads
For approval
products to exclude
3
weekly spend freed up
€2.9k
Performance Max · last 14 days
ProductCM3 per orderDecision
Field overshirt−€10.40Exclude
Puffer jacket−€3.90Exclude
Rib beanie−€1.20Exclude
Boxy tee€11.70Keep

Negative CM3 after ad spend for 14 days. The boxy tee stays in: it earns €11.70 per order.

Bid on what the business keeps.

ROAS counts revenue. CM3 counts what is left after product costs, fulfilment, returns and the ad spend itself. Use it to decide which products deserve a bid.

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 feed 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 ad spend, product costs, returns and stock.

Describe

Your workflow. Built by asking.

Describe your bid rules, CM3 thresholds and stock limits.

Share

Your team. Ready to act.

Review the decisions, then send approved changes to your feed.

Before you change the feed.

Bring your feed. See what each product earns.

See CM3 after ad spend and stock cover for the products you advertise, and how a bid control app and agent would work on your data.