Bad ads are rarely the real problem. They’re symptoms.
Symptoms of weak incentives, poor decision-making, or ad operations teams stuck firefighting instead of optimizing.
In this video, I walk through a set of external signals — things anyone can observe using nothing more than a standard browser — that often point to deeper problems in a publisher’s ad operations and yield management.
When I look at a website or app for the first time, I’m not guessing.
I’m looking for signals in the ad experience itself: what’s broken, what’s showing up, and what that reveals about how the business is really being run.
This isn’t about naming and shaming.
It’s about learning what to look for — whether you’re a publisher, an investor, an analyst, or someone evaluating an acquisition.
What this video covers
I break down a set of observable ad-level signals and explain what each one might indicate internally, including:
Ads that fail to load or render correctly
High-value placements filled with house ads or PSAs
The same creative appearing in multiple ad slots
Lack of advertiser diversity
Aggressive ad refresh behavior
Sticky ads vs. pop-ups
Overall ad and advertiser quality
For each signal, I evaluate:
Ease to Detect — how easy it is to spot just by using the site
Strength of Signal — how strongly it suggests deeper yield or operational issues
Some signals are easy to spot but weak on their own.
Others are harder to catch, but very concerning when you do see them.
What matters isn’t any single issue — it’s the pattern across multiple signals.
