The chart nobody trusts is the only one nobody can buy
Look at what actually moved this week. SocialPeta's ad-spend leaderboard turned over completely — every title in last week's top 10 is gone, replaced by a fresh slate led by "Broken Vows: The Goddess Casts You Town" at 7,833 ad units, more than double #2. And yet the minishort consumer chart didn't budge at all: same ten titles, same rankings, same view counts down to the decimal, week over week. "Dr.Wifey Please Touch Me" sits at #9 on consumer pull with a 9.9 rating and 354,000 views — untouched by two weeks of ad turnover around it — while also posting a VDS of 85.0, the week's highest, built almost entirely on consumer_pull and reach, with no ad_pressure data attached at all.
That's the tell. The ad-spend chart is a market for attention; the minishort chart is a market for retention. They're not measuring the same asset, and this week they stopped even pretending to correlate. "Broken Vows" buys its way to visibility. "Dr.Wifey" doesn't need to. The industry keeps building unified scores to reconcile the two — VDS included — but the honest read is that a title can dominate spend and never crack the audience that actually watches, and vice versa. Anyone still ranking shows on a single number is measuring noise and calling it signal.
This analysis crosses data from 13 independent sources. The VerticalDrama Score (VDS) is a proprietary composite metric.