WEEKLY CUSTOMER REVENUE INTELLIGENCE · GCC + SOUTHEAST ASIA
No generic trend report. No imported playbook. No vendor pitch.
CAMPAIGN X-RAY
?
WHAT THE SLIDE SAYS
Acquisition target hit ✓
WHAT THE CUSTOMER DID
Returned without incentive ?
YOUR LAST MAJOR CAMPAIGN
Revenue target
Hit
Orders
Up
New members
Up
Returned without another incentive
?
Incremental margin
?
Cost per retained customer
?
The campaign may have worked. The missing rows decide whether it paid back.
CHOOSE YOUR EDITION
NAMED RETAILERS
Recognisable regional operators
PRIMARY SOURCES
Evidence you can inspect
CALCULATIONS SHOWN
Logic you can reproduce
ONE METRIC TO TEST
A number for your own data
THE NUMBER BEHIND THE NUMBER
The campaign report shows acquisition. The loyalty dashboard shows membership growth. The trading report shows revenue. All three can be correct and still leave the commercial questions unanswered.
Which customers were genuinely new?
Which returned without another incentive?
Which added revenue the business would not have earned anyway?
Which loyal customers became more valuable over time?
Which result survives when the CFO changes the denominator?
That gap is where every issue begins.
BUILT FOR THE PEOPLE WHO DEFEND THE NUMBER
Marketing and CMO
The campaign reached its target. How many genuinely new customers did it create, and how many returned at full price?
Loyalty and CRM
Membership grew. How many members are active, identifiable across channels and becoming more valuable?
E-commerce and Digital
Online orders increased. Did total customer value grow, or did existing shoppers simply move to another channel?
Commercial and Finance
Revenue rose. What happened to contribution, repeat behaviour and the cost of generating the next transaction?
TWO EDITIONS · ONE STANDARD OF EVIDENCE
GCC EDITION
Analysis from Saudi Arabia, the UAE, Qatar, Kuwait, Bahrain and Oman, using relevant currencies, company disclosures, exchange filings and market evidence.
Ramadan, Eid, tourism, resident and expatriate customer cycles, malls, branded apps, delivery aggregators and quick commerce appear when they materially change the economics—not as decorative localisation.
Get the GCC edition
SOUTHEAST ASIA EDITION
Analysis from Malaysia, Indonesia, Singapore, the Philippines, Thailand, Vietnam and the wider region, grounded in country-specific sources, currencies, formats and customer behaviour.
Raya, Lunar New Year, payday cycles, double-date sales, marketplaces, messaging channels and live commerce appear when they change what the reported number means.
Get the Southeast Asia edition
EVERY WEDNESDAY
01
What was reported
The result management, the market or the campaign dashboard puts first.
02
What is missing
The cohort, denominator, comparison or time horizon required to interpret it.
03
What the economics look like
A simple, inspectable calculation showing how the answer changes.
04
What to pull next
One metric to test in your POS, CRM, loyalty or e-commerce data before the next review.
THE KINDS OF QUESTIONS WE INVESTIGATE
KSA · GROCERY · COMPARABLE STORES
We separate network expansion from underlying customer productivity.
NUMBER TO PULL · Revenue per retained, identified household at comparable stores.
UAE · OMNICHANNEL · CUSTOMER IDENTITY
We test whether app, aggregator and store transactions created incremental demand or moved the same households into a more expensive channel.
NUMBER TO PULL · Total contribution per identified omnichannel household.
MALAYSIA · CAMPAIGNS · RETENTION
We separate campaign revenue from retained acquisition using post-promotion customer behaviour.
NUMBER TO PULL · First-to-second-purchase rate by acquisition cohort.
INDONESIA · MARKETPLACE · CUSTOMER OWNERSHIP
We distinguish order growth from identifiable customer growth when customer identity stays with the platform.
NUMBER TO PULL · Identifiable repeat buyers by acquisition channel.
These are analysis themes, not claims about a specific company. Published issues use named, fully sourced retailer cases.
RETAIL INTELLIGENCE WITHOUT THE THEATRE
What you will not receive
× A regional future-of-retail roundup
× A global framework with local names pasted over it
× A platform announcement presented as customer insight
× A case study that stops at clicks, orders or enrolments
× An impressive percentage without its denominator
× Forty slides before the analysis reaches the question
What you will receive
✓ One named retailer or verified market decision
✓ Evidence from sources you can inspect
✓ A calculation you can reproduce
✓ Local currencies, calendars, channels and comparisons
✓ One customer-economics question worth discussing
✓ One metric your team can test with existing data
If the analysis cannot end with a number your team can check, it does not belong in the newsletter.
BEFORE THE NEXT MEETING