Dema

Creative

Judge creative on profit, not clicks.

The click winner is often not the revenue winner. Rank concepts by incremental new-customer revenue, catch fatigue per asset before blended numbers hide it, and keep the rotation stocked with tested replacements.

Agent examples

The agent that catches fatigue first.

It tracks per-asset efficiency week over week and flags the ads that are fading while blended ROAS still looks fine — with the pause prepared for approval.

Show 37 more

Fatigue Report

Runs Fridays 09:00

Report every Friday on creative fatigue: flag ads whose efficiency fell two weeks in a row.

Reasoning

Blended ROAS is flat, but three top-spending ads have fallen two weeks straight — the average is hiding the decay.

Queried modeled data

Per-asset spend and efficiency by week · joined to orders and margin

Used skill: fatigue-thresholds

Two consecutive down-weeks on meaningful spend, not noise

Ranked the decays

3 ads flagged · €41k weekly spend affected

Pause prepared for 3 ad sets

MetaAwaiting approval

Meta Ads

Slack

Report posted to #creative with the flagged ads and evidence

App examples

The gallery ranked by your own weights.

Every live creative scored on profit, new-customer value, CTR, and headroom — weights the team sets themselves, with pausing one approval away.

See 14 other examples
Apps /Meta Creative Gallery···
Ask app

Meta Creative Gallery

Facebook & Instagram creatives · ad-platform attribution · Online

Mar 10 – Jun 7, 2026

Spend

€2,921,284

Blended ROAS

9.08×

Creatives shown

99

Live (total)

218

Needs attention

41

Scoring weights · ranks creatives within each objective

Profit30

35% of score

New-customer value0

0% of score

CTR40

47% of score

Scale headroom15

18% of score

Objective

All objectives

Market

All markets

Sort by

Weighted score (high→low)

Search

Theme or ad name

Sales / Purchase 80

99 of 99
Cream boxy tee — UGC25 ads

Cream boxy tee — UGC

12.4× ROAS€184K
Field overshirt — studio30 ads

Field overshirt — studio

10.1× ROAS€142K
Oat crewneck — lifestyle35 ads

Oat crewneck — lifestyle

8.7× ROAS€121K
Linen polo — carousel31 ads

Linen polo — carousel

6.2× ROAS€98K
MetaPause 3 fatigued creative sets in Meta
Awaiting approval · MT

Getting started

Live before the end of the week.

No implementation project, no code, no analyst backlog — connect once, describe the workflow, and the whole team has it.

Shopify
Meta
Google Ads
Klaviyo
TikTok
Snowflake

01

Connect your data once

Store, ad platforms, and logistics connect in about a day and stay maintained — nobody on your team owns a pipeline.

Report every Friday on creative fatigue: flag ads whose efficiency fell two weeks in a row.

02

Describe this workflow

Type what you want the way you'd brief a colleague. Every example on this page is a real prompt — that sentence is the whole setup.

Runs on schedule

Live

Shared with the team

YLEMT

Adjusted in chat

~40s

03

It's live for the whole team

Scheduled, shared, and permissioned from day one. Teammates use it without setting anything up, and changes happen in chat.

See this on your own data

Leave your email and pick a time — we'll walk through this workflow live on a 20-minute call.

By submitting you agree to our Privacy Policy and to Dema contacting you about your demo.

The ranking is the easy part.

What makes it worth acting on is everything underneath: profit measured after returns, definitions the AI cannot misread, measurement that separates applause from revenue, and a testing cadence the whole team owns.

01

The number is CM3, and everyone gets the same one.

Orders, spend, COGS, fulfilment and returns are reconciled into one profit figure. Marketing, finance and merchandising stop arguing about which export is right.

Profit waterfall

Revenue to CM3 breakdown for the current period. Each row shows the contribution or cost deducted.

Revenue
€284,000
COGS
−€112,000
Gross Profit
€172,000
Ad Spend
−€52,300
Shipping & Returns
−€28,400
Fixed Costs
−€18,700
CM3
€72,600

02

The AI never has to guess what a metric means.

Your metrics, markets and relationships are modeled before AI touches them, so it reads the definition your team set instead of inferring one from raw tables.

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. It's the first tool that truly understands our data from the very first prompt!

Robin Mostacero

Robin Mostacero

CEO, Aim'n

Read story

Metrics

Select which metrics to include in this analysis. The agent will track and report on all selected metrics.

Search metrics

Available metrics

Revenue

Sales

Contribution Margin 3

Profitability

ROAS

Efficiency

New Customer Rate

Acquisition

Impressions

Reach

CPA

Efficiency

Sessions

Traffic

AOV

Sales

4 of 8 selected

03

Know which spend actually caused the growth.

Marketing mix modeling, incrementality tests and attribution sit inside the same profit model. A recommendation to shift budget arrives with the evidence behind it.

Since we started using Dema's incrementality testing, we've gained a much clearer view of what truly drives incremental demand in our paid social. Those insights now guide a significant part of our global spend.

Kousha Torabi

Kousha Torabi

Co-founder, Ninepine

Varné Studios
Dashboards
Reports
MMM
Segmentations
Incrementality
Settings
MMM configurations
Net gross profit 3
New customer revenue + LTV
Gross sales
Net gross profit 3
Unsaved changes
Save
EUR
Last week
vs
Actual spend
Spend overview
AbsoluteRelative
Facebook Awaren...
Facebook Leadgen
Facebook Tr...
Google Generic
Google PMAX
Nordics
-21.5K
+12.3K
-1.2K
+5.9K
+1.1K
US
-8.3K
-6.1K
-14K
+1.4K
+3.1K
Australia
-0.09K
-0.05K
+3.1K
+0.6K
-0.5K
DACH
+14.5K
-15K
-0.8K
-16.4K
+1.5K
United Kingdom
+5.1K
-29K
-8.9K
+14.3K
+7.2K
France
-12K
-4.7K
+7K
-4.9K
-0.02K
-30K0+30K
Optimized vs actual spend
Ad spend76.7K-24% vs 99.1K actual
New customer revenue12.3K-4% vs 12.8K actual
Net gross profit 3155.2 K+17% vs 128.7K actual
Net gross profit 2119.8K+10% vs 203.6K actual
Gross sales221.5K+8% vs 203.6K actual
ROAS291%-8% vs 301% actual
Opportunities
MarketsChannels
ViewModel settings
Aggregation
Markets
Select all
US
Nordics
Australia
DACH
United Kingdom
France
Channels
Select all
Facebook Awareness
Facebook Leadgen
Facebook Traffic
Google Generic
Google PMAX
TikTok
Snapchat
Pinterest
Metrics
Select all
Ad spend
New customer revenue
Net gross profit 3
Net gross profit 2
Gross sales
ROAS
epROAS

Recommended shift

+€9.8k profit

Meta Prospecting

−€6,000

Google Search

+€6,000

Backed by incrementality tests, not platform attribution.

04

It already knows how your company works.

Organisation-wide instructions set the rules every agent follows, and each person's own preferences sit on top. New joiners inherit the house standard instead of learning it.

Organization instructions106/1500

Prioritize profit over revenue in all analyses. Always report CM3, not CM2. Focus on Nordic markets first.

Personal instructions129/1500

Show me weekly trends by default. Include new customer contribution in all reports. Highlight anomalies with a brief explanation.

05

A good prompt lives on one laptop. This runs for the team.

Share it, set who can edit, and have it delivered into Slack on a schedule. When that person leaves, the workflow stays.

Share

Share this analysis with team members or generate a public link for stakeholders.

People with access

Y

You

you@company.com

Owner
LE

Lisa Eriksson

lisa@company.com

Editor
MT

Marketing Team

team channel

Viewer

Link settings

Anyone with the link can view

06

The tool your team wanted, live this afternoon.

Build the app around how the team actually works instead of waiting for a roadmap. Anyone who can describe the change can make it.

With Dema Agent, what took two people three to four months now runs in a single command. We built 20 skills in three weeks without writing a line of code.

Tom Everson

Tom Everson

Digital Director, Tatti Lashes

Read story
Weekly Performance: NordicsMar 31 – Apr 6

07

Teams like yours already shipped this.

More than a million AI actions run inside Dema every month, at brands like Acne Studios, Axel Arigato and Represent. These are workflows their own commercial teams built, not pilots a vendor set up.

AI actions run in Dema every month

1M+

Acne Studios
Scuffers
Represent
NOTHS
Ridestore
Axel Arigato

Anyone can get an answer once.

The question is whether the winner is measured on profit or applause, whether fatigue gets caught per asset, and whether the report shows up without you. That is the difference between a prompt and a system.

Where the numbers come from

An AI assistant on your exports

A CSV of platform creative metrics — CTR, thumb-stops, and whatever the export included.

Dema

Creative performance joined to orders, returns and margin, per asset.

What a metric means

An AI assistant on your exports

"Winner" means whatever the person prompting decided it means that day.

Dema

Ranked on incremental new-customer revenue, defined once and reused everywhere.

Whether the recommendation holds up

An AI assistant on your exports

Reads engagement metrics back to you as if they were revenue.

Dema

Checked against matched-market tests — applause never enters the ranking.

Who gets it, and when

An AI assistant on your exports

Whoever remembers to re-export the ads data and re-run the prompt.

Dema

The fatigue report lands in #creative every Friday, per asset, automatically.

What happens when the data is wrong

An AI assistant on your exports

It answers anyway, in exactly the same confident tone.

Dema

Broken tracking and missing spend get flagged before they skew a ranking.

What it is allowed to change

An AI assistant on your exports

Nothing. You rotate the ads yourself, one platform at a time.

Dema

Prepared swaps wait for approval, then execute in the connected channels.

Where it runs

An AI assistant on your exports

The provider's default region, on the provider's terms.

Dema

EU or US inference, your choice, and never used to train a model.

A one-off idea, right now

An AI assistant on your exports

Genuinely better. No setup, no connection, no context — just ask it.

Dema

Built for a testing cadence that repeats, which is more than a throwaway question needs.

It shows in the results

Thanks to Dema, we make faster, smarter decisions — and it shows in our results.

Mårten Forslund

CMO, Wallism

Read the story

Questions

Questions about creative testing

Creative testing is the practice of running ad creatives against each other under controlled conditions so you can tell which ones actually perform, rather than which ones happened to run during a good week. Done properly it isolates the creative variable — same audience, same budget logic, same window — and measures the result on profit rather than surface engagement.

Fatigue shows up as declining performance at stable spend and frequency creeping up while conversion rate falls. The trap is that blended ROAS often hides it, because a strong new asset masks several decaying ones. Dema tracks performance per asset over its lifetime, so the decay is visible at the level where you can act on it — swapping one creative rather than pausing a whole campaign.

A clear hypothesis per test, one variable at a time, a decision rule agreed before the test runs, and a minimum sample defined up front. The part most teams skip is the decision rule: without one, results get interpreted after the fact to support whatever was already planned.

ROAS tells you revenue per unit of spend, which means two creatives can post identical ROAS while one sells high-margin products customers keep and the other sells low-margin products that come back. Dema evaluates creative on contribution margin, so the winner is the asset that actually made money.

Yes. Dema can generate on-brand assets guided by your brand style and real product data, and analyse performance by format, asset, and audience. The measurement side is what tells you which generated assets are worth scaling.

Bring your live ads

See which of them is actually making money.

By submitting you agree to our Privacy Policy and to Dema contacting you about your demo.