What Metric Matters Most After the Click?

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A lot of beginners focus almost entirely on CTR.

But some of the highest CTR campaigns I've seen were also some of the least profitable.

Once traffic starts flowing, what metric do you trust the most?

CR?
EPC?
ROI?
Retention?

Curious how experienced buyers prioritize campaign analysis.
 
EPC is usually my first “is this worth more time” metric once there’s enough clicks. CTR can lie hard, especially with curiosity angles that bring junk traffic.

After that I look at ROI by segment, not overall. Placement/device/geo can be bleeding while the campaign average still looks ok. CR matters but only together with payout and quality... a 2% CR on trash offer can still beat 8% on something that pays peanuts.

Retention only becomes king if you actually control backend or have revshare/LTV data. Most buyers don’t, so they pretend harder than they should lol.
 
Honestly the metric i trust most isnt one number, its EPC over a stable enough sample to mean anything. Early EPC swings wildly and ive killed winners before just cause day 1 looked rough.

@ricketycricket nailed the segment thing. The campaign average is basically a lie until you break it down. Had a campaign last year sitting at like 1.4 ROI overall, looked fine, but one geo was draining everything and two placements were carrying the whole thing. Cut the dead weight and it jumped to 2.x without touching anything else.

CR i mostly use as a sanity check, not a decision metric. High CR + bad EPC usually means the offer pays nothing or the funnel is attracting tire kickers. Low CR + decent EPC can still be a keeper if the payout justifies it.

Retention is the one everyone talks about and almost nobody actually has clean data for, like he said. If you dont own the backend youre kinda guessing. I only really lean on it when im running revshare and can see the tail myself, otherwise its just a story i tell myself to feel better about a thin campaign.
 
EPC over a meaningful sample size is the one I keep coming back to, same as a few people said above. CTR and even raw CR can both look great and still lose money if the payout or traffic quality doesn't match.

The segment breakdown point is underrated though — campaign-level ROI can hide a lot. I've had cases where one placement or GEO was the entire reason a campaign looked mediocre, and killing just that slice turned a break-even campaign into a clear winner without touching the creative or targeting at all.

One thing I'd add: EPC also tells you a lot about whether you've got the right network/offer pairing for your traffic, not just the right traffic itself. Same exact traffic source can post wildly different EPC across networks running similar offers — worth testing the same campaign across 2-3 networks before concluding the traffic itself is the problem
 
my main and ultimate priority once I start getting traffic is purchases/conversions especially if it is paid traffic
 
I usually look at EPC as the filter, but I dont really trust it until I see it holding across different hours/days. Some offers look like monsters for 200 clicks then the scrub/quality filter kicks in and suddenly your “winner” is just noise. For me the real metric is stable ROI after cutting obvious bad segments, with enough volume that one whale conversion isnt carrying the math. If the source lets you scale and the EPC doesnt collapse when you push spend, then its worth caring about... otherwise CTR/CR are just decoration.
 
for me it is always net profit margin after the shave... epc on the tracker is just a fantasy number until the network actually approves the conversions. seen so many guys celebrate a high epc only to get 40% of their leads scrubbed on friday. once the traffic is running i just compare actual network payouts to traffic source spend daily. if the margin holds after the weekend scrub, then i scale. otherwise you are just buying data for the network for free.
 
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