Answer in brief
To estimate an attribution bill, find the unit the vendor charges for, count how many of that unit your app produced last month, subtract what the plan includes and multiply the rest by the published rate. You need three numbers from your own data: installs split by source, events fired per month and monthly active users.
Gather three numbers first
Every pricing model uses one of three counts, so collect all three once and reuse them for each vendor you look at.
- Installs by source. Take last month's installs from the app stores and from your ad platforms. Split them into installs from paid ads, installs from your own links and everything else.
- Events per month. List each in-app event you plan to send to the tool and how many times it fired last month. Your product analytics or your backend has this.
- Monthly active users. The number of distinct people who opened the app in the month. See MAU for how the count is defined.
If the app has not launched, use your plan for the first three months and mark the estimate as a guess.
Match your numbers to the vendor's unit
Read the pricing page for the billing unit, then pick the row that applies.
| Vendor bills by | Use this number | Formula |
|---|---|---|
| Data points | Events per month | Base price + (events − included amount) × rate |
| Conversions | Billable installs and re-engagements | Billable conversions × unit price |
| MAU | Monthly active users | Price of the tier your MAU falls in |
If the page shows no rate, you cannot finish the formula. Stop there and use the questions to ask when a vendor shows no price.
A worked example with published figures
The example below uses Airbridge Core because its figures are public: $40+/mo, 500,000 data points included, then $0.0001 per data point, where one data point is one event Airbridge collects for your app.[1][2] The app is hypothetical, and the result is an estimate from published figures.
Say a fitness app records these events in a month:
- 20,000 installs
- 6,000 trial starts
- 2,500 purchases
- 700,000 other standard events it has chosen to track
- Add the events: 20,000 + 6,000 + 2,500 + 700,000 = 728,500 data points.
- Subtract the included amount: 728,500 − 500,000 = 228,500 extra.
- Multiply by the rate: 228,500 × $0.0001 = $22.85.
- Add the base: $40 + $22.85 = $62.85 for the month.
Now remove half of the "other" events because no report uses them. The total becomes 378,500, which is under 500,000, and the estimate returns to the $40 base. The event list moved the bill, and the number of users did not change.
Turn the estimate into a range
A single figure hides the risk. Run the formula three times.
- Today. Last month's real numbers.
- Planned. The month you expect six months from now, using your growth plan.
- Peak. Your busiest month, such as a launch or a seasonal campaign.
If the peak figure is far above the planned one, read how the vendor handles volume above the plan in plan limits and overage before you choose.
What to do next
Add the items the formula leaves out, which are listed in costs that sit outside the plan price. Then start a trial and compare the usage the tool reports after two weeks with half of your monthly estimate. A large gap means your event count or the vendor's counting rule differs from what you assumed.
Questions and answers
What numbers do I need to estimate an MMP bill?
Last month's installs split into paid, owned and organic, the number of times each tracked event fired, and your monthly active users. Which one matters depends on whether the vendor bills by conversions, data points or MAU.
How accurate is an estimate made before signing up?
Treat it as a range. The vendor's own counting rules decide the final figure, and your event list will change after launch. A free trial is the reliable check: compare the usage the tool reports with your estimate before the first invoice.
Continue reading
Guide
How data point pricing worksData point pricing bills an attribution tool by the events your app sends. What counts, how the included allowance works, and how to keep the count down.
Guide
How conversion-based pricing worksConversion-based pricing charges an attribution tool per attributed install or re-engagement. What counts as a conversion and how the bill moves with ad spend.
Guide
Costs that sit outside the plan priceSeven costs that sit outside an attribution plan's headline price, from add-ons and usage above the allowance to engineering time and renewal terms.
Guide
How the bill changes as the app growsHow attribution costs scale under data point, conversion and MAU pricing as an app grows, with a published-figure example and a way to budget a year ahead.
Guide
Questions to ask when a vendor shows no priceTwelve questions to ask an attribution vendor that publishes no price, grouped by unit, volume, extras and contract, and what a complete written quote contains.
Pricing
Best attribution software for your budget: compare the billing unitThe published prices of seven attribution software providers, the unit each one bills, and how to estimate your own monthly cost.
Sources
- Airbridge: https://www.airbridge.io/en/pricing Checked 2026-11-10.
- Airbridge: https://www.airbridge.io/en/plans/core Checked 2026-11-10.
Cite this page
Airbridge. “Estimating a monthly attribution bill from your own numbers.” bestattributionsoftware.com. Reviewed 2026-11-10. https://bestattributionsoftware.com/estimating-your-monthly-bill