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Who wins in programmatic? The incentive problem nobody wants to fix

Programmatic promises efficiency. The question nobody enjoys asking is who that efficiency is actually for, says James MacDonald, co-founder and CRO at Limelight Inc.

By James Macdonald

Who wins in programmatic? The incentive problem nobody wants to fix

Publishers build the audience and pay for the content that draws it in, yet by the time the money arrives, most of the trading stack has already taken its cut.

If you want to know where your margin and control went, stop watching auction activity and start asking who each transaction was designed to reward.

So, I want to look at three things. Where the incentives actually sit, how to make every layer in the chain earn its place, and what happens when you point automation at the wrong goal.

Follow the incentive, not the bid

An advertiser wants results at a sensible price. A publisher needs each impression to pay enough for the journalism or information that built the audience. An intermediary usually gets paid on volume or take rate, so a longer, messier path can suit it very nicely even when nobody at either end of the deal is better off.

A system will optimise a bad incentive beautifully. Better technology won’t rescue a commercial design that was wonky to begin with, so the economic question has to come first.

This is exactly why a busy auction can still be a bad auction. Plenty of bids make a dashboard look healthy, while hidden fees and duplicate routes quietly shave down what lands in your account. A high clearing price tells only part of the story, but it’s net yield that shows whether all that activity has become value for the publisher. For a smaller publisher, that difference decides whether advertising still pays for the newsroom.

Don’t get me wrong, none of this makes intermediaries the villain – SSPs and other intermediaries can bring demand you’d struggle to reach on your own and take a fair amount of operational pain off your hands. The trouble starts when a layer can’t show that what it adds is worth more than the cost and complexity it brings with it.

Make every layer earn its keep

Measure routes by the revenue you retain, not the headline CPM. Follow the advertiser’s money to your remittance and compare paths on the same terms. Transparency should be something you can do, not something promised in a contract. You should be able to trace an impression to its source, see how it was packaged and priced, and find every fee without relying on an account team to explain it.

And here’s the crux – when your technology partner also trades media, its interests and yours can quietly part company. Contractual separation helps, and direct access to trading data is non-negotiable. But the sharper question is whether that partner makes more money by improving your net outcome or by remaining exactly where it is in the chain.

If you cannot answer that question, you don’t really know what the technology is optimising for.

Turning volume into something you can account for

Of course, taking back control doesn’t mean burning the setup down and starting again. Keep the relationships that work and test alternatives against them, judged on your own data. Carve off a slice of traffic, run a proper comparison, and if a path underperforms, pause it before it turns into one of those costs everyone has stopped questioning.

Then you can use that evidence to shape curation instead of feeding more auctions with it. Buyers want supply they can identify and understand, especially now identity signals are less dependable than they used to be. Strip out the recycled and low-quality traffic and buyer results improve. Manage access, and your stronger impressions start commanding what they’re worth, with you deciding who gets near your audience.

Curation also changes what the middle of the chain is for. A network worth its margin makes life simpler for buyers and applies standards before an impression goes out, rather than hoovering up volume and worrying about quality later. For publishers, that means steadier demand without handing over the commercial logic of who gets access. The middle layer earns its margin by making the market clearer and safer, rather than by making itself harder to remove.

But remember, more curation doesn’t automatically produce more value. Filter too hard and you’ll strip out reach that you needed. Measure badly and you can’t prove your premium package is premium. So, set the buyer objective before you start restricting access, then watch whether the quality gain turns up in retained revenue. If it doesn’t cover the volume you gave away, you’ve over-corrected.

Machines optimise the route, but publishers set the destination

Automation should give publishers more control, not less. AI is faster than any ad ops team, but it can’t spot when the objective rewards the wrong party. Give it poor data and it will scale the leakage at speed. Explainable rules let you set the goal, monitor the logic and reverse decisions when the market shifts.

Human judgement stays in the loop because no model can tell you what your relationship with your audience is worth. Someone has to set the acceptable trade-offs and push back on an output that looks efficient but chips away at long-term value. Automation is at its best when it applies those decisions faster without making them harder to follow.

So, who wins?

Programmatic doesn’t have to choose a winner between buyer efficiency and publisher sustainability. It does, however, need an economic model where everyone can see how value gets made and how it gets split.

That starts with having the right technology in place. You need a platform that gives you total visibility and transparency at every step of the chain, so you can see exactly where the incentives sit and where value is being created, or quietly lost. Only then is control firmly back in your hands.

When you know who each transaction rewards, make each layer prove it deserves its place, and keep your hand on the automation – the efficiency promised at the start of the transaction stands a far better chance of reaching the people who made it possible.

About us

Limelight Inc. helps companies in the ad tech ecosystem to easily navigate the complex programmatic landscape, blending cutting-edge technology with best-in-class expertise and human support.

Hundreds of ad networks, publishers and agencies use Limelight’s programmatic oRTB solution to build bespoke, white-labelled trading environments and drive profitability and performance at scale – immediately.

The platform was launched in 2019, and has since helped hundreds of companies unlock new opportunities for trade and incremental revenues. Limelight is more than a service provider, our ethos is firmly centred on human support and strong partnerships for the global Limelight community. For inquiries: marketing@limelight.inc