Proprietary, refreshable data studies mined from OpenAdLibrary's live corpus: trends reports, top-advertiser leaderboards, vertical breakdowns, CPC benchmarks, and longevity studies built to earn backlinks and AI citations.
No tool can hand you a competitor's exact native ad budget, but ad volume, placement breadth, creative longevity and geo spread are observable proxies that get you to a defensible spend tier.
Spend charts only update after the race is over, so to see what advertisers are scaling right now you read live native ad capture for longevity, spread, and variant signals. Here is the method, with real numbers from 589,000+ captured creatives.
DTC brands quietly buy native ads next to the arbitrage and nutra crowd, and here is a repeatable, data-backed method for surfacing which ones are live on Taboola, Outbrain, MGID and Revcontent this week, by category.
CPC and CTR benchmarks you can't verify are worthless; this study benchmarks the three signals you can observe from outside any ad account (creative volume, ad longevity, and category mix) using live capture of 589,000+ public native ads, and shows you how to reproduce every measure yourself.
You can't see a competitor's native spend, but you can count their live creatives and measure how long each one survives, and that gives you a defensible way to rank advertisers by share of voice in any vertical.
Native ads recycle a small set of recurring angles, and this is a working taxonomy of them plus a repeatable, results-weighted method for measuring which ones actually win, built from real captured creatives.
An ad that keeps spending week after week is telling you something a one-off scrape never can: here is how to rank native ads by lifespan, why longevity is the cleanest profitability signal on the open web, and how to run the analysis yourself.
Folklore says nutra and crypto own native, but across 589,000+ live-captured creatives finance, insurance and health actually lead; here's the method to measure native ads by vertical and network yourself.
Most "top advertiser" lists are guesses; this one is rebuilt from 589,000 live native creatives, classified by real advertiser, network and vertical, then ranked by spread and longevity.
There's no public list of Taboola advertisers, so here's the exact method we use to reconstruct one from 157,000+ captured Taboola creatives, click-trace landing pages, and supply-chain classification.
A practitioner's read on native advertising in 2026, built from 589,000+ live-captured creatives: who is advertising, which verticals dominate, and what ad longevity really tells you about the winners.
