Data Nexus

Demand

Digital marketing for Dubai and the UAE

Digital marketing for companies selling in Dubai, accountable to the P&L rather than to a reach report. We are as willing to tell you to stop spending as to spend more — which is the only condition under which the advice is worth anything.

01/Symptoms

  • Leads are up and revenue is flat.


  • The agency reports on impressions, reach and engagement, and none of them appear in the accounts.


  • Cost per acquisition is known; contribution margin per acquisition is not.


  • Every channel claims the same conversions and the total exceeds the number of orders.


  • You have been told the numbers are normal for your niche and asked to wait.


  • Nobody has ever shown you what a customer is allowed to cost before the spending started.

02/The work
  1. 01

    The KPI is your number, not our default

    Before anything runs we agree what a customer may cost for this business to work — from your margin, your repeat rate and your capacity to deliver, not from a category benchmark. Two companies in the same niche can have opposite answers because one sells once at 60% margin and the other sells monthly at 15%. An agency that opens with its own standard KPI is telling you it has not looked at your accounts.


  2. 02

    CAC computed before the first dirham

    We work out what acquisition would have to cost at each plausible conversion rate, and check whether the arithmetic closes at any of them. Sometimes it does not, and the answer is that you should not be spending yet — that conversation is cheaper before a quarter of budget than after it. This is the step most engagements skip, because it is the one that can end the engagement.


  3. 03

    Borrowed from the vertical next door

    The playbook that works in your category is known to everyone in your category, including the people bidding against you — which is precisely why it prices to par. The edge is a mechanism that is ordinary somewhere else and has not arrived here yet: a qualification step from insurance, an offer structure from B2B software, a messaging flow from retail. We look sideways first, because that is where the untaken advantage is.


  4. 04

    Channel work

    Paid search and paid social, marketplace advertising, partnerships, and lifecycle across email and messaging. Bids, budgets, audiences and creative — run against contribution margin rather than volume, and cut without ceremony where the contribution is not there. ROAS and CPA are how a channel is monitored here, not how it is judged: a channel can clear its ROAS target and still lose money once margin and returns are in the arithmetic.


  5. 05

    Creative as the largest variable

    On mature platforms the auction is largely automated and the creative is what is left to decide. So it is treated as a test programme rather than as production: a hypothesis per asset, enough volume to separate it from noise, and the losers reported alongside the winners. Most accounts we inherit have never run a test that could have failed.


  6. 06

    Positioning and message

    Most underperforming campaigns are correctly executed campaigns for the wrong proposition. We test the claim before scaling the spend behind it.


  7. 07

    A written brief, then buying

    Media buying runs against a specification rather than a conversation: the claim each asset is testing, the audience and the exclusion, the result that would kill it, and the threshold at which it scales. Written down before spend, so a campaign that fails produces a finding rather than an argument. It also means the buying can be done by your team or by ours without the answer changing.


  8. 08

    Attribution that reconciles

    A measurement model whose totals match the accounting, with the limits of the model stated. Approximately right and honest beats precisely wrong.


  9. 09

    Already running? Then it is an audit

    Where spend is live and something is wrong, the work starts as a read rather than a rebuild: account structure, what conversions actually fire, audience overlap, creative fatigue, and whether the reported numbers reconcile with the bank. Most of what we find is not in the ad account — it is a checkout, a qualification step or a follow-up time that the account cannot see and cannot fix.

03/What you get
  • 01

    Unit economics by segment and channel — CAC, contribution margin, payback period

  • 02

    A channel plan with the thresholds at which each is cut or scaled, and the ROAS and CPA each is monitored against

  • 03

    Creative and message testing with results, including the negative ones

  • 04

    Account structure, tracking and conversion measurement built to survive an audit

  • 05

    Reporting that reconciles with the accounts

Invariant

Spend follows contribution margin, not volume.

05/Questions
Are you an engineering firm that also sells marketing?
We are licensed for both and we run both. Data Nexus holds a Media Licence for media and marketing consultancy alongside the services licence for systems work, and Demand is one of five practices rather than an add-on. What is true is that the two are not separable in the results: a platform decides what a campaign can convert, and most of the accounts we are handed are underperforming for reasons that sit behind the ad account rather than inside it.

Why does your site read as an engineering practice?
Because the evidence we can publish is weighted that way. Platform work produces numbers we own and can show; campaign results belong to clients and most are under agreements that do not permit publishing them. We would rather look narrower than we are than print a figure we cannot source — the standard is the same one the rest of this site runs on.

Our agency says our numbers are normal for the niche. Are they?
Sometimes, and it is the least examined sentence in this industry. A benchmark describes what the average advertiser in a category achieves using the template everyone in that category uses — so quoting it back to you defends the template rather than your business. The question that matters is not whether the number is normal but whether it clears the cost a customer is allowed to reach in your accounts. Those are different questions and only one of them is yours.

Do you write the media-buying brief, or just buy?
We write it. The claim each asset is testing, the audience and the exclusion, the result that would kill it, and the threshold at which it scales — before spend. A campaign run against a written brief produces a finding when it fails; one run against a conversation produces a disagreement. It also means the buying can be done by your team without the answer changing.

We already have campaigns running. Where do you start?
With a read, not a rebuild. Account structure, whether the conversions that fire are the ones you care about, audience overlap, creative fatigue, and whether the reported totals reconcile with the bank. In most audits the binding constraint turns out to sit outside the ad account — a checkout step, a qualification question, a follow-up that takes a day — which is also why we are a strange agency to hire if you only want the account touched.

Which platforms do you run?
Paid search and paid social, marketplace advertising, and lifecycle across email and messaging, selected per engagement rather than by default. We will say plainly where a channel is not worth your money, including where the honest answer is that you should not be spending at all yet.

Do you run the campaigns or advise on them?
Both. Some clients need the strategy and have the team; others need us to run it. What does not change is that the reporting reconciles with the finance numbers.

What is the minimum sensible budget?
Below roughly AED 30,000 a month in media, the honest answer is usually to fix the process, the base and the CRM first — that work returns more at that spend level.

Are you licensed for marketing work in the UAE?
Yes. Media & Marketing Consultancy is a licensed activity under our RAKEZ Media Licence, number 17009226.
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Next

Most of what we are asked to fix is live spend that nobody can defend. So the first meeting is a read of what you are running: the account structure, whether the conversions that fire are the ones you care about, what a customer is currently costing you, and whether the reported totals reconcile with the bank. You get the findings whether or not you engage us — including the finding that your agency is doing a good job, which happens and which we will say.