What are ads worth in your AI app?
Ad revenue depends on how many placements can show an ad, how often they are filled, what advertisers pay, and how revenue is shared. Here’s how the numbers work.
In brief
wavebird estimates revenue from your traffic inputs and illustrative assumptions. Actual revenue depends on eligible placements, fill, pricing, measured events, and your publisher share.
How does ad revenue get calculated?
Ad revenue moves through five stages, from a possible placement in your product to the publisher revenue that remains after the applicable fee and permitted adjustments.
Estimated publisher revenue = billable impressions ÷ 1,000 × CPM × publisher share
Billable impressions = placement opportunities × eligibility rate × fill rate × billable-event rateThe calculator does not claim that all of these variables are known in advance. Some are inputs. Some are illustrative assumptions. Actual values become measurable only after traffic is running.
What do CPM, CPC and eCPM mean?
These are practical advertising pricing concepts. Available pricing models can vary by rollout and commercial setup; CPC is not presented here as an active wavebird pricing model.
Revenue per impression = CPM ÷ 1,000Revenue = valid clicks × CPCeCPM = total revenue ÷ impressions × 1,000Fill rate = filled placements ÷ eligible placement opportunitiesWhat determines what an ad is worth?
The same amount of AI usage can produce different revenue because pricing and delivery depend on the opportunity, the market, and your controls.
These factors explain why revenue estimates use assumptions and ranges. They are not guarantees of a specific CPM, fill rate, or revenue outcome.
How does the SSP fit in?
Your app defines the placement. wavebird applies your controls and data boundaries. When a configured SSP path is active, the SSP connects the eligible opportunity to advertising demand.
Available demand paths, formats, pricing models, and production readiness can vary by rollout and commercial setup.
How do revenue estimates work?
The calculator uses your traffic inputs and illustrative assumptions for eligibility, fill, CPM, and publisher share. It helps you model a scenario. It does not guarantee a market price or revenue outcome.
The public calculators use an illustrative publisher-revenue range of $0.0018–$0.0162 per planned monetizable AI session after wavebird’s standard 10% platform fee. This effective range bundles eligibility, fill, billable-event and market-pricing assumptions instead of claiming that those values are already known.
The landing calculator treats all entered sessions as potential placement opportunities. The Fit Finder applies the selected free-usage share before calculating its low and high planning values. It displays rounded endpoints without a revenue cap; if audience size, free-usage share, or usage frequency is unknown, it does not calculate a revenue range.
Once your integration is running, planning assumptions can be compared with actual placement, fill, pricing, and revenue data.
Estimate first. Measure after you launch.
The purpose of an estimate is to decide whether an ad-funded path is worth testing. Start with your own traffic assumptions, then compare the model with actual placement and revenue data once the integration is running.
Model your own ad revenue scenario.
Start with your traffic inputs, then compare the estimate with measured placement and revenue data after launch.