What is cost per view (CPV)?

Cost per view (CPV) is a pricing model in which advertisers pay when a user views a video ad. A view is only counted if it meets the platform’s criteria, such as a minimum watch time or user interaction.

CPV is most commonly used in video-centric environments, including social media platforms (like YouTube, TikTok, and Instagram), connected TV (CTV), and in-app video advertising.

With CPV pricing, platforms use auctions to set prices. Advertisers submit a maximum CPV bid, and the actual cost is determined by competition and expected viewing behavior.

CPV varies by campaign due to differences in platforms, audiences, ad formats, and creative elements, which influence both view rates and auction competitiveness.

Cost per view is calculated by dividing the total advertising cost/campaign budget by the number of paid video views recorded.

CPV allows mobile marketers to track the cost of each qualified video view. It is commonly used in user acquisition to compare video creatives and identify which versions deliver exposure at a lower cost. CPV is also valuable for retargeting and re-engagement, as it measures the cost of reaching existing or lapsed users with video ads across social and in-app formats.

CPV is especially valuable when video views are linked to installs or in-app events. Users may watch an ad without clicking and later install the app. From the measurement perspective, a view-through attribution (VTA) model can provide full-funnel insight into the influence that video views had on the final conversion. Even if another channel triggers the install itself, understanding the extent to which a video view assists it is critical to proper assessment and optimization of campaign performance and true ROI.

Rewarded video and premium in-app placements often achieve high completion rates. CPV helps marketers measure the cost of these completed views and compare them to other mobile video formats.

Mobile marketers also use CPV for campaigns on CTV to measure the cost of delivering viewed exposure on TV screens and its impact on mobile advertising.

Several factors influence CPV across campaigns. Key considerations include:

• Region: Markets with higher competition show higher CPVs.
• Category: Competitive verticals generally see higher CPVs.
• Ad format: Skippable, non-skippable, rewarded video, and in-feed placements each have different costs.
• Audience targeting: Narrow or high-demand audiences can increase CPV, while broader targeting may reduce it.
• Creative quality: Clear, concise creative that holds attention can help lower CPV.
• Video length: Shorter videos often qualify as views more consistently.

Ad pricing models charge for different user interactions. Comparing CPV with other standard models helps determine when each is most appropriate.

Mobile marketers can take several steps to lower CPV in their campaigns.

• Strengthen the opening seconds: Use clear visuals and provide early context to reduce drop-off and increase qualified views.
• Test different video lengths: Shorter videos may qualify as views more consistently, but test multiple lengths to validate performance.
• Review audience targeting: Highly specific audiences can increase competition and raise CPV. Broader targeting may provide more inventory and lower costs.
• Use contextual relevance: Ads aligned with a user’s context or interests are more likely to be watched long enough to qualify as views.
• Refine bidding strategy: Adjust CPV bids or use target CPV settings to balance delivery and cost. Bids that are too low may limit reach.
• Align ad and destination messaging: Consistent messaging between the ad and landing page or app store reduces viewer drop-off before a view qualifies.
• Diagnose persistent high CPV: If CPV stays high, review performance by audience, format, and creative to identify the cause.

Adjust measures ad spend and impression data from connected advertising partners, enabling reporting and trend analysis across networks and campaigns. These metrics appear in ad spend reports, allowing marketers to see CPV and compare it with other models such as CPM, CPC, and CPA.

Adjust supports view-through attribution, linking video impressions to installs and in-app events when users do not click or when the impression is not credited as the last touch. This enables marketers to evaluate CPV alongside metrics such as CPI and in-app event performance.

To learn more about Adjust’s ad spend reporting, see our ROI Measurement solution. You can also sign-up for free or request a demo to see first-hand how we can grow your app business.