What CPV means
CPV, or cost per view, is the price an advertiser pays for each counted view of a video ad: total spend divided by views. Spending 600 dollars for 20,000 views is a CPV of 3 cents. What counts as a view depends on the platform and buying option, ranging from a couple of seconds to a longer watch or an interaction.
CPM prices exposure, what a thousand impressions cost whether anyone watched or not. CPV prices attention, the cost of someone actually playing the video past a threshold. The two usually move together, but a strong opening can make CPV fall even while CPM rises, because more of the paid impressions turn into views.
Where CPV matters for creator content
CPV is the native buying unit for some formats, such as YouTube in-stream views and video view objectives on Meta and TikTok. For brands running UGC mainly to drive purchases, it is more often a diagnostic: a cheap view tells you the creative earns attention, while purchases tell you whether that attention sells.
It is also a fair way to compare paid distribution with a creator's organic reach. If a creator charges a flat fee for a post, dividing it by the views the post earns gives an effective CPV you can set beside paid placements, and the influencer rate calculator helps estimate expected views first.
Worked example
A fitness app has two options for one creator video. It can pay the creator 1,500 dollars to post it organically with an expected 60,000 views, an effective CPV of 2.5 cents. Or it can license the video and run it as a Spark Ad, where its own account median is about 1.5 cents per 6-second view. The view definitions differ, so the comparison is rough.
The paid route is cheaper per view but adds a usage fee and needs ad budget. The team does both: the organic post builds proof on the creator's profile, and the licensed version runs as an ad with targeting the organic post cannot reach. Neither number alone made the decision.
Common mistakes
Comparing CPV across platforms without checking the view definition is the first trap. A 2-second view and a 30-second view are different products, so a lower number may just reflect a looser threshold.
The second is buying views when the goal is sales. A view objective finds people who watch videos cheaply, not necessarily people who buy, so for conversion campaigns keep CPV as a secondary signal beside CPA.
How it's used
"Her flat fee works out to about 2.5 cents a view on last month's numbers, close to what we pay on paid."
"Don't optimise this one for views. CPV is fine but nobody's buying; switch it back to purchases."