tube-side question for the buyers and the pubs both. everyone says cap your pop frequency so you dont burn the user, but cap too hard and your fill and revenue drop off a cliff. wheres the actual sweet spot?
i’m running 1 pop per user per 24h right now and wondering if i’m leaving money on the table, or if going higher just annoys people into leaving. what are you actually running?
no universal number, it depends on how much your traffic tolerates, but 1 per 24h is on the conservative side for most tube audiences. i usually run one every few hours capped at 2-3 a day and watch bounce and return-visitor rate, not just revenue. the number that actually matters isn’t pops per day, it’s whether your returning visitors keep coming back. if they stop, you capped too loose no matter what the daily revenue said.
you probably are leaving a little, but conservative is the right mistake to make on your own property. burned users don’t come back and you can’t rebuy them cheap. i’d split-test 2/day against your 1/day for two weeks and compare return rate, not day-one revenue. if return rate holds at 2, take the money. if it dips, you just found your ceiling.
running one a day on my own site. probably conservative but burned users don’t come back, so i sleep fine.
i run 2/24h on tube and revenue is up with no complaint spike, but it really depends how aggressive the unit is. a gentle pop you can cap looser, a full interstitial you cap tight or you just churn people out.
this is the bit the short-term ecpm chasers always forget. the extra impression you squeeze out today can cost you the entire user tomorrow. you cap for lifetime value, not for this one session.
There’s no single number here because a pop cap and an interstitial cap are completely different animals. Test it per placement. A frequency that’s harmless on a quiet pop will torch your users as a full-page takeover.
same, 1 per day on owned traffic. i’d sooner leave a little on the table than churn the regulars who actually keep coming back. on bought traffic you can afford to be greedier, it isn’t yours to burn anyway.
one more thing on caps. go too tight and some networks read it as you hiding volume, like a cloaking tell. its a rare case but if you run spicy stuff a weirdly low cap can earn you a second look you dont want.
from the network side, the pubs who cap at a sane level keep their user value up and end up with better deals over time. cap too hard and you lose money today, too loose and you burn the audience.
i see both ends of this on the buying side. over cap and your fill dies, under cap and you burn the user and the complaints start. i test caps like any other variable, per placement, and let the roi pick the number instead of guessing.
from the ad-ops chair this is the whole thing: frequency capping is a user-lifetime-value decision dressed up as a short-term revenue lever. cap too loose and you strip-mine the user for one great week then they’re blind to your ads forever. cap sane and the same user keeps converting for months. i tune cap and floor together, because a tight cap on high-value inventory beats a loose cap on users you’ve already numbed.
yeah, and chasing short-term ecpm by uncapping is exactly how you burn them. torched a good source once with too many pops a session, ecpm looked amazing for a week then it went numb and CR collapsed. the extra impressions aren’t free, you’re borrowing conversions from next month. cap for the relationship not the session.
the honest answer, and it annoys people who want a rule. the right cap depends on your traffic type, your format, and how much you value the user’s next visit versus this one. on my tubes i cap tighter on regulars and looser on one-time search traffic, because a regular is an asset and a bounce is a bounce. anyone quoting you one magic number doesn’t run enough traffic to know better.
that’s where i landed too. on my own small tube the users are the whole business, so i’d rather leave money on the table today than teach a regular to ignore my ads forever. on bought throwaway traffic i cap looser because there’s no relationship to protect. own the traffic, cap gently. rent it, cap for the session.
that’s a real edge case worth knowing, but for most people the bigger risk is capping too loose, not too tight. on the buying side i’d rather under-serve and keep the user valuable than over-serve and torch them. frequency is one of the few levers where the greedy setting is almost always wrong long term. test it, but bias toward protecting the user, because a numb audience is expensive to replace.
there’s no single number on frequency capping, the right cap depends on your format, your traffic’s tolerance, and what you’re optimizing, so anyone quoting you a universal cap is skipping that it’s a per-situation tuning problem. test your way to your own cap by watching where more frequency stops adding revenue and starts adding annoyance and churn, the optimal cap on aggressive pop traffic is completely different from the one on your returning audience, and the skill is finding the point for your specific format and traffic where the next impression costs more than it earns.
capping so aggressively that a network sees almost no repeat impressions from your traffic can look anomalous and draw exactly the scrutiny you don’t want, so the cap interacts with how your traffic appears to the network, not just user experience. there’s a floor below which tightness itself becomes a signal. don’t cap so hard your traffic pattern looks unnatural, frequency capping is a balance between protecting the user experience and not making your traffic look weird from the outside, and capping purely on ux instinct without thinking about how the pattern reads can inadvertently invite the review.
the frequency-cap answer that has held up for me is to cap on the user’s experience of the whole session, not on any single unit, because the thing that actually burns your audience is the total ad load they feel across a visit, so a per-unit cap that looks reasonable can still add up to a punishing session if you have several units each capped separately. so think in session-level ad load, not per-slot frequency. so set your capping to control the total number of ads a user experiences in a visit rather than just tuning each slot in isolation, because the user does not care how you allocated the frequency across units, they feel the aggregate, and the operators who cap slot by slot without looking at the session total often deliver a heavier overall experience than they realize, which churns the returning audience the caps were supposed to protect, so the session is the right unit for the cap to protect.
correct and a bit frustrating, because the right cap depends on your traffic, your formats, your audience’s tolerance, and what you are optimizing for. anyone who hands you a universal frequency number is selling simplicity that does not exist. run a few caps and watch both the revenue and the retention, because the cap that maximizes one site’s earnings drives another site’s users off. the number is a test result, not a constant you can borrow from someone else.
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