Data
Ad spend benchmarks
Data as of
The headline number
Actual ad spend is private, but the public ad libraries expose its footprint: across 314 tracked brands with ads live this week, the median brand runs 96 ads at once, the top 10% run 452 or more, and 49% run 100-plus.
Every ad spend benchmark you can buy is an estimate, because platforms do not disclose spend. What they do disclose, ad by ad, is what is running. Live ad volume is the closest public proxy for advertising investment, and unlike spend estimates it can be counted exactly: the quartiles here are measured from the public ad libraries across every brand Waldo tracks daily, not modeled.
The distribution says most benchmarking instincts are wrong. Volume is heavily skewed: a quarter of live brands run 37 ads or fewer while the top decile runs 452-plus, so the average is nearly meaningless and the useful question is which quartile you sit in. The 100-ad line is a real divider: roughly half of tracked brands operate above it, which reflects the shift to high-variation creative testing, where advertisers run many concurrent variants rather than a few polished executions.
How to use these numbers: place your own live count in the distribution, then place your competitors, from a quick library search or continuous tracking. A rival moving from their category median toward the top decile is expanding investment, visibly and measurably, weeks before any spend estimate catches it.
Waldo tracked-ad corpus, measured August 12, 2026. Distribution covers the brands under active tracking with ads live in the past 7 days, not the entire market.
Questions teams ask
How many ads should a brand be running?
Against the tracked distribution: 96 concurrent ads is the median, 217 puts you in the top quarter, and 452 in the top decile. The better question is where your category sits, since medians vary several-fold between categories; the active-ads-by-category page carries those baselines.
Why use ad volume instead of spend estimates?
Because volume is observed and spend is guessed. Platforms publish every running ad but no budgets; third-party spend figures are models with wide error bars. Volume tracked daily gives an exact, dated, verifiable signal that moves with investment.
Does more live ads mean more spend?
Directionally yes, but the relationship is loose at the ad level: a brand can run many low-budget variants or a few heavy flights. The trend is the reliable read: a sustained rise in a brand’s live-ad count almost always accompanies rising investment.
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