AdExchanger Just Asked What 'Premium' Means When AI Slop Floods the Open Web. Engagement Is the Only Thing Left.
AdExchanger ran a panel at its Programmatic AI conference. AI-generated content has flooded the open web and the open video supply. The definition of premium has shifted from production value to user engagement, and the CPM differential is closing.
Premium used to mean production. Now it means whether the audience finished watching. The pricing power moved with the definition.
AdExchanger ran a panel at its Programmatic AI conference in Las Vegas last week. The question on the table was uncomfortable. AI-generated content, what the industry now calls slop, has flooded the open web and the open video supply. So what does premium even mean now.
The old definition was production value. A camera crew, a studio, a budget line for talent. The new definition, according to the AdExchanger writeup, is engagement. If the audience watches it through, premium. If they bounce, not premium. Quality of production is now a secondary variable.
The implications for media buyers are direct. If the open web is full of AI-generated video that performs about as well as professionally produced video on engagement metrics, the CPM differential goes away. The publisher economy that depended on a premium-tier command-and-control pricing structure is the one that loses.
Why it matters
Australian CTV and BVOD spending sits inside a small group of publishers with high production cost bases. The Seven, Nine, Ten, SBS and Foxtel inventories all carry a premium because the content carries a production receipt. If buyers shift to defining premium as watched through rather than produced well, that pricing structure compresses.
The bigger shift is for performance buyers. The argument for paying a premium CPM was a brand-safety argument. AI content gets brand-safety scoring too. The blurred line means buyers will start treating Tier 2 inventory as Tier 1 if the engagement curve matches.
Sports TV ad spend forecast for 2027. The live mass reach category is the last bit of TV that AI content cannot fake.
What to do about it
The play is to know what kind of inventory you are actually buying and price it accordingly.
Pull a 90-day report on your CTV and YouTube spend. Tag what you are paying a premium for and what you are not.
Test the engagement-led definition. Drop a low-premium tier into one campaign at 30% of the budget. Measure completion rate, brand recall and downstream conversion. Compare.
Build a premium filter that is data-driven, not vendor-driven. Brand safety scores, completion rates, attention metrics and contextual category. Stop trusting the publisher tier badge alone.
Move the brand-building budget to formats AI cannot fake yet. Live sport, live music, owned events. The premium definition holds there.
Apply the same audit logic to your content marketing budget. If the team is shipping ten blog posts a week, half of them are now competing with AI slop for the same search query. Cut volume, raise the bar.
Premium is no longer a production budget. It is an attention outcome. The brands that price for attention now will be the ones paying market in 18 months. Everyone else is buying a label that has stopped meaning what it used to mean.