Point of view · September 2026
UGC made ads cheap. Nobody built the part that makes them work.
Half of wellness ads are dead within a week of launch. The industry answered by making ads cheaper to produce. This is the case for the other half of the equation, and its name: UGC ad intelligence.
The problem: the kill curve
UGC won performance advertising. Across 61,632 Meta ads from 19 wellness brands, 73% of style-classified creatives are lo-fi, creator-style production, and 80% of speaker-labeled creatives are fronted by an everyday consumer, not an influencer, not an expert. The creator-style ad is not a trend inside the category; it is the category's medium.
And it burns. The median ad survives 6 days. 52% are dead within a week, 86% within two. Thirty percent of everything produced is a variant of something else the brand already made. One ad in a hundred earns a run past 90 days. This is the kill curve: produce a batch, launch it blind, let the auction execute the losers, repeat. The industry calls it testing. Structurally it is burning, and every dead ad takes its lesson down with it.
The frame: an economy with one half missing
Look at what the UGC economy actually sells. Creator marketplaces sell faces. Briefing tools sell scripts. Editing suites sell polish. And now AI generators sell infinite synthetic creators on demand. Every layer of the stack is supply-side: all of it exists to make more UGC ads, faster and cheaper.
Nothing in that stack remembers. Meta's Ad Library shows every ad ever run, free, and explains none of it: no survival history, no structure, no record of what a thousand dead ads had in common. So teams scroll it for inspiration, brief from taste, and feed the curve. Cheap production without accumulated evidence does not fix the burn; it accelerates it. AI-generated UGC makes this urgent: when supply becomes infinite, evidence becomes the scarce asset.
The old world optimizes the cost of making ads. The new world optimizes the odds of making ads that live.
The category: UGC ad intelligence
UGC ad intelligence is the demand side the UGC economy is missing: the discipline of knowing what creator-style advertising actually works before producing more of it. Survival histories on every ad. Creative attributes structured and scored: format, hook, speaker, claims, targeting, production style. The patterns of what a category launches, kills, and keeps, held in one record and consulted before the next brief.
Ad intelligence exists as a category; television has had its measurement houses for decades. What it never had is the UGC half, where the volume, the churn, and the money now live. That is the gap. The sentence worth repeating in a planning meeting: brief from the record, not the feed.
The solution: the Wellness Ad Index
Divisadero practices UGC ad intelligence for health & wellness, the category where creator-style advertising runs hottest. The instrument is the Wellness Ad Index: an archive of 61,632 ads and counting across 19 brands, every one with a survival history, thousands carrying deep seven-dimension creative scoring, targeting, claims, and format lineage, all browsable ad by ad.
The record already talks back. It says everyday consumers front 80% of wellness creative while influencers front 2%. It says the category's rarest formats survive twice as long as its workhorse. And it says the quiet part: polished production outlives lo-fi by 33%, which means real UGC ad intelligence will sometimes tell a brand to make less UGC. A record with no stake in the answer is the only kind worth consulting.
The dictionary, free
These words are not trademarked, and that is deliberate. Use them without us in the room.
- UGC ad intelligence
- The demand side of the UGC economy: knowing what creator-style advertising works, from the record, before producing more.
- Kill curve
- A category's ad-survival distribution. In wellness: half dead in 7 days, 86% in 14.
- Test-and-burn
- Producing creative batches for the auction to execute, with no accumulated record of the lessons.
- Ad survival
- Observed runtime as the honest performance proxy: brands kill losers fast, so longevity implies budget earned.
- Creative burn rate
- The share of produced creative dead within one week of launch.
- Brief from the record
- Starting creative decisions from survival evidence and coverage whitespace instead of scrolling the feed for taste.
The honest limits
The Ad Library exposes creative and runtime, not spend or conversions, so survival is an inference, not a measurement: brands kill losers fast, which makes longevity the best available public proxy for budget earned. Creative scores are model judgments against fixed rubrics, kept next to each ad so a human can check them. The methodology is documented here, and the data behind every number above is in The Anatomy of Wellness Advertising.
The kill curve is not a law of nature. It is what UGC advertising looks like with the intelligence half missing.