It’s easy to look back at the listicle era — the slideshows, the “17 Things,” the headlines engineered for a single click and nothing else — and treat it as a collective lapse in judgment the industry eventually snapped out of.
That’s a comfortable story because it implies the people running newsrooms were temporarily foolish and then became smart again. The actual story is worse than that, and more useful: every decision that produced the listicle era was locally rational, made by smart people responding correctly to the incentives in front of them. The incentives were the problem. The people were doing their jobs.
The math that made it rational
If your revenue is a direct function of pageviews, and a listicle reliably produces ten times the pageviews of a reported feature for a fraction of the production cost, the listicle is not a lapse in editorial judgment. It is the correct answer to the question the business was actually asking, which was never “what is the best piece of journalism we could produce this week” but “what produces the most revenue per hour of staff time.” Anyone running a newsroom on that math who didn’t produce listicles was failing at their job by the only measure that mattered to the people who controlled their budget.
This is the part that should actually unsettle you, because it means the listicle era wasn’t a failure of individual judgment that better individuals could have avoided. It was the predictable output of a measurement system, and measurement systems produce the behavior they reward regardless of who’s standing inside them.
The same math is running right now
Replace “pageviews per hour of staff time” with “content volume per dollar of AI tooling cost” and you have the exact same equation driving the exact same behavior in content marketing right now. If the measurement system rewards volume — more posts, more keyword coverage, more pages indexed — and AI tooling makes volume nearly free, the rational response is to produce as much as the tooling allows, regardless of whether any individual piece earns the kind of trust that survives a platform shift.
This is exactly how ghost content gets produced at scale — not by anyone deciding to make worse content, but by a measurement system rewarding volume over depth, the same way pageview-based revenue once rewarded listicles over reporting. Nobody in either era set out to make bad work. The system made bad work the rational output.
The listicle era wasn’t a failure of taste. It was a correct response to a flawed measurement system. The scary part is that the same flawed-measurement-system problem is running again, with a different output.
What actually broke the cycle last time
The listicle era didn’t end because publishers had a collective change of heart. It ended because the underlying economics stopped working — platforms changed their algorithms, the volume strategy stopped producing the returns it once did, and the organizations still standing were disproportionately the ones that had built something besides volume: a recognizable voice, a real audience relationship, a reason to exist beyond the day’s traffic number. The measurement system changed, and the organizations that had been optimizing for something other than the old measurement system were the ones positioned to survive the new one.
That’s the actual lesson, and it applies directly right now. If your content strategy is rational only because the current measurement system rewards volume, you are exactly as exposed as the listicle-era newsrooms were — not because you’re making bad decisions, but because you’re making correct decisions inside a system that’s about to stop existing in its current form.
About Jacob Clifton. Jacob Clifton is the principal of Clifton Creative Agency. Built Gawker’s Morning After and Tribune’s Screener to one million monthly readers in six months, twice — inside exactly this kind of measurement system. Fourteen years as a flagship staff writer at Television Without Pity.
For the structural map of how this pattern repeats across every media cycle, the five-act framework names the stages explicitly.
Because the prevailing revenue model rewarded pageviews directly, and listicles reliably generated far more pageviews per hour of production time than traditional reporting. Producing listicles was the locally rational response to that incentive structure, not a failure of editorial judgment by individual decision-makers.
Both are rational responses to a measurement system that rewards volume — pageviews per hour in the listicle era, content volume per dollar of AI tooling cost now. In both cases, the incentive structure produces the behavior, not individual editorial failures.
Not a change of heart among publishers, but a change in the underlying economics — platform algorithm shifts that stopped rewarding volume the way they once did. The organizations that survived were disproportionately the ones that had built something beyond volume, such as a recognizable voice or a direct audience relationship.