For most of my career, the cost of making an ad was the invisible editor of the entire industry. A television spot cost six figures, so brands made one and prayed. A photo shoot cost five figures, so the assets got squeezed across every channel whether they fit or not. Scarcity of production forced discipline. It also forced a lot of mediocrity, because when you can only afford one idea, you pick the safe one.
That constraint is gone. I have watched my own team at X Network go from producing dozens of creative variants per campaign to producing thousands, and the marginal cost of variant number three thousand is functionally zero. The generation step, the part agencies used to bill the most for, has collapsed into a line item smaller than the coffee budget. Anyone who tells you this is a temporary phase has not looked at the trajectory of inference costs. By 2028 the production of a competent video ad will cost less than serving it.
Here is the uncomfortable part nobody in the trade press wants to say plainly: when production cost approaches zero, production stops being the business. The business becomes something else entirely, and most agencies and most brand teams are structurally unprepared for what that something else is.
Key Findings
- The scarce resource in advertising has permanently shifted from creative supply to consumer attention, and pricing power follows scarcity, not effort.
- Infinite creative triggers what I call Creative Inflation: each additional ad devalues every other ad in the feed, the same way printing money devalues currency.
- Media costs will absorb the savings. What brands stop paying for production, they will pay back in auction pressure, because everyone else got the same discount.
- Strategy, distinctiveness, and distribution judgment become the highest priced services in the industry by 2029.
- Brands that flood channels with volume will train platforms and audiences to suppress them. Restraint becomes a measurable performance tactic.
- Reallocate now, ahead of the equilibrium. Take every dollar production savings frees up and split it between distinctive brand asset development and first party audience infrastructure, not more media in hotter auctions.
- Run the logo strip test quarterly. If unbranded recognition of your creative is falling, you are converging toward the machine average and need to invest in codified distinctiveness before it fully erodes.
- Set a hard frequency ceiling per person per week and treat any breach as an incident, the way an engineering team treats downtime. Measure fatigue, not just reach.
- Build an internal kill rate metric: the percentage of generated creative that never ships. If your kill rate is under 90 percent in a world of infinite generation, your bar is too low and your feed presence is inflating away.
- Renegotiate agency and vendor contracts away from output volume. Pay for decisions and outcomes. Anyone still pricing by deliverable count is selling you the thing that just became free.
- Stress test your brand against a simple scenario: every competitor ships one thousand competent ads next quarter. If your plan only works when others stay quiet, it is not a plan, it is a hope.
Creative Inflation Is a Monetary Problem
I want to name the mechanism precisely, because the industry keeps describing the symptom instead of the disease. Creative Inflation is the devaluation of any individual ad impression caused by an explosion in the supply of competent creative. It works exactly like monetary inflation. When a central bank prints money, no single bill is worth less because it is badly printed. It is worth less because there are more bills chasing the same goods. When every brand can generate ten thousand polished ads, no single ad fails because it is bad. It fails because it is chasing the same fixed pool of human attention as a functionally infinite supply of rivals.
Attention does not scale. A person still has roughly the same waking hours, the same feed sessions, the same tolerance for interruption they had in 2015. Supply exploded, demand stayed flat. Basic economics tells you what happens to the value of each unit of supply, and it is already happening: average engagement per creative asset has been sliding across every platform I manage spend on, even as the assets themselves get objectively more polished.
The strategic implication is brutal. Producing more ads is no longer an advantage, because your competitor's cost curve collapsed on the same day yours did. Any edge that everyone gets simultaneously is not an edge. It is a new floor.
Where the Money Actually Goes
Follow the savings. Suppose a mid size brand spent 30 percent of its ad budget on production in 2020, back of the napkin. When production goes to near zero, that 30 percent does not disappear from advertising. It migrates into media, because the brand's competitors freed up the same 30 percent and everyone pours it into the same auctions. Auction based pricing means the platforms capture the surplus. Meta, Google, Amazon, and TikTok are the landlords of attention, and when the tenants get richer, the rent goes up.
This is why I keep telling clients that celebrating production savings is accounting theater. Your blended cost per outcome will drift back toward equilibrium within a few quarters, except now the equilibrium has more competitors in it, because zero cost production also lowered the barrier to entry for every small brand that could never afford an agency. The auction gets deeper and hotter at the same time. I wrote about the mechanics of how these auctions actually clear in my explainer on programmatic advertising, and everything in that piece compounds under infinite supply.
The Distinctiveness Dividend
If volume is worthless, what holds value? Distinctiveness. Not creativity in the awards show sense, but the narrower, harder thing: being recognizably yourself in a feed of infinite competence.
Generative systems are averaging machines. They produce the statistical center of what good advertising looks like, which means the default output of every brand's pipeline converges toward the same polished sameness. In that environment, distinctive brand assets, a voice, a color, a face, a sonic cue, a worldview, appreciate the way waterfront property appreciates when the city fills in around it. They are the only thing the machines cannot commoditize, because their value comes from accumulated memory in human heads, not from production quality.
The practical test I give every client: strip your logo off your last twenty ads and show them to a stranger. If they cannot name you, infinite creative will bury you, because you are competing on exactly the dimension that just became free.
Restraint as a Performance Tactic
Here is my most falsifiable prediction in this paper. By 2028, sophisticated brands will publish fewer ads per person than they did in 2025, not more, and they will outperform because of it. Call it the attention budget. Every impression you serve draws down a finite reserve of a person's tolerance for you. Infinite creative makes it trivially easy to overdraw that account, and platform algorithms are getting very good at detecting when audiences are tired of you, then quietly taxing your delivery for it.
The organic side of this dynamic already played out, and I documented it in my piece on the death of organic reach: platforms throttle whatever is oversupplied. Paid is next. Frequency discipline, sequencing, and knowing when not to show up become quantifiable skills. The teams that treat generation capacity like an open bar will wake up with delivery penalties they cannot diagnose, because the penalty is distributed across a million small ranking decisions, not printed on any dashboard.
What Agencies Sell When Production Is Free
I run an agency, so I have skin in this answer. The honest version: agencies that sold hands, hours, and render time are already dead, whether they have noticed or not. What survives is judgment sold at the point of maximum leverage. Which ten of the ten thousand generated variants deserve budget. Which distinctive asset to protect at all costs. Which channel to abandon entirely. What the brand refuses to say, ever, no matter what the optimization loop suggests.
By 2027 I expect the standard agency deliverable to invert: instead of billing for what gets made, the bill is for what gets killed. Curation, veto power, and strategic restraint, priced like legal counsel rather than like a factory. The production layer becomes infrastructure, and nobody builds a brand on infrastructure everyone shares.
What I Would Do About It
Production cost falling to zero is not the end of advertising. It is the end of hiding behind production. Everything that was always the real work, positioning, distinctiveness, judgment, restraint, is now the only work. I find that clarifying. The brands that do too, and act on it before the equilibrium arrives around 2028, will buy their advantage at the cheapest price it will ever be offered.