Lulu Hypermarket

Lulu Retail Holdings

AI Operating System

DeployOne
Viewing as

Operating scope

Country head

Capability

All capabilities

Active handovers

0

Outcomes written back

0

Information density is explain.

MarketingOS · screen 04 of 05

Spend and attribution

Which money worked, in which catchment, on which channel.

3 issues · 2 waiting on you

Issues in scope

3

3 instances across 2 places

Waiting on you

2

0 already decided in this session

Three largest

AED 17.5m–AED 51.3m

Modelled annual value, three largest only

Running without asking

1

0 armed and waiting on a threshold

Decision owner

Country head

Returns to Country marketing

Scope

Oman

27 stores · all capabilities

Listen

Spend by channel and catchmentStore traffic and basketLoyalty transactionsCampaign creative and timing

Process

Spend against store outcome, not platform metricsCatchment level, not nationalIs the lift real or seasonal

Act

Reallocate between catchmentsStop what is not workingSurface the read to the country
Written backEvery outcome returns to the systems that produced the evidence.
KindOrder

Queue

3 issues · 2 waiting on you
Done

Return is measured against store outcomes rather than platform reporting

Al Ajaiyyiz
What happened
Impressions and clicks are read, and the measure is store traffic, basket and loyalty transactions in the catchment the spend was placed in.
Why it matters
Platform reporting measures the platform. The number that matters is whether more people bought more in that catchment, and it is available because the loyalty and till data are in the same layer.
Already done
Running per catchment with seasonality and concurrent campaigns separated.
Worth
AED 10.0m to AED 28.5m a yearModelledReturn read against store traffic, basket and loyalty transactions rather than platform reporting. Value is the decisions taken on the outcome that matters.Spend measured against store outcomes
Then what
Running continuously, per catchmentCountry marketingStanding, no return date

Running per catchment against store traffic, basket and loyalty transactions

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Choose

Spend in Oman is allocated nationally and the return is not national

Oman
What happened
Measured against store traffic and loyalty transactions rather than platform metrics, return varies widely between catchments on identical creative and identical spend.
Why it matters
National allocation means the strongest catchments are underfunded and the weakest are subsidised. The gap between them is larger than most of the campaign level optimisation being done inside the current allocation.
Already done
Return is computed per catchment against store outcomes, with seasonality separated out.
Worth
AED 3.9m to AED 12.8m a yearModelledNationally allocated spend against catchment level return on identical creative. Value is the gap between the strongest and weakest catchments, times the share reallocatable.Return spread between catchments
Then what
Allocation rewritten by catchment, into the media planCountry marketingReports back 30 Sept
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Approve

A campaign in Oman is still running with no measurable catchment effect

Oman
What happened
Spend continues at plan. Store outcomes in the target catchments are flat against control catchments across the measured period.
Why it matters
The spend is committed monthly and the decision point is the review. Stopping now recovers the remaining spend for catchments where the same creative is working.
Already done
Store outcomes are compared against control catchments with seasonality removed, so the flat read is separated from the season.
Worth
AED 3.6m to AED 10.1m a yearModelledCommitted spend with no measurable catchment effect. Value is the remaining commitment recovered for catchments where the same creative works.Campaign effect against control catchments
Then what
Spend stopped and reallocated, plan updatedCountry marketingReports back 19 Sept
If approved
Spend is stopped and reallocated to the catchments where it is working
If declined
The campaign runs to the end of the commitment and is reviewed afterwards
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