Paid Media

Retargeting Calculator — Audience Size, Budget and Return

How many of your visitors can you actually reach again — and what will it cost to do it well? Plan a month of retargeting from your traffic, then check it can pay back.

The plan

The return (optional)

Retargetable audience
0
Impressions per month
0
Monthly budget
$0.00

Audience = visitors × match rate · Impressions = audience × frequency · Budget = impressions ÷ 1,000 × CPM

Retargeting is limited by the audience, not the budget

Prospecting can absorb almost any budget; retargeting cannot. Once every reachable visitor has seen the ad as often as makes sense, more money only raises frequency. That is why the plan starts from traffic: the audience sets the ceiling, and the budget follows from it. If the budget this calculator returns is small, the constraint is traffic — and the fix is upstream, in the reach that fills the audience.

Why match rates keep falling

Consent banners, shorter cookie lifetimes and browser tracking protection all shrink pixel-based audiences. The durable answer is first-party data: customer lists and hashed emails you send to the platform directly, which match on the person rather than the browser. That is the difference between an audience that erodes every month and one that grows with your customer base.

Reading the return side honestly

Retargeting takes credit easily. Many of the people it reaches were coming back anyway, so platform-reported ROAS on retargeting almost always overstates what the spend caused. Treat the return estimate here as an upper bound, and test it: hold out part of the audience for a few weeks and compare. Check the result in the ROAS calculator against your break-even line, not against a platform benchmark.

Process

How to size a retargeting budget

  1. Start from monthly visitors

    Unique visitors to the pages you would retarget from — usually product, pricing or service pages rather than the whole site.

  2. Apply the match rate

    Not every visitor can be reached again: consent choices, browser tracking limits and people not logged in to the platform all shrink the list. Divide the audience size your ad platform reports by your visitors to get your real rate.

  3. Multiply by frequency

    Impressions = audience × frequency. 10,000 reachable people seen 6 times a month is 60,000 impressions.

  4. Price the impressions

    Budget = impressions ÷ 1,000 × CPM. 60,000 impressions at a $12 CPM is $720 a month.

  5. Check it can pay back

    Conversions = audience × conversion rate; revenue = conversions × order value. Compare revenue with the budget before scaling.

FAQ

Frequently asked questions

  • How do you calculate a retargeting budget?

    Monthly budget = (visitors × match rate × frequency) ÷ 1,000 × CPM. 20,000 visitors at a 50% match rate, a frequency of 6 and a $12 CPM is 10,000 people, 60,000 impressions and $720 a month.

  • What is a retargeting match rate?

    The share of your visitors an ad platform can actually show ads to again. It is always below 100% — consent choices, browser tracking limits and people not signed in to the platform all remove visitors from the list. Your platform reports the audience size; divide it by your visitors for the real rate.

  • How big does a retargeting audience need to be?

    Big enough for the platform to serve it: Google Ads requires at least 100 active users for display remarketing lists and 1,000 for search. In practice, a list of a few thousand people is where a monthly budget starts to buy steady delivery rather than sporadic bursts.

  • What frequency should retargeting run at?

    Higher than prospecting, because the audience is small and already interested — somewhere between 4 and 10 a month is a common planning range. Stop raising it when conversions stop rising with it; past that point the extra impressions buy annoyance, not sales.

  • Should people who already bought be excluded?

    Almost always. Paying to show a product to someone who bought it yesterday is the most common waste in retargeting. Exclude purchasers with a customer audience synced from your order data, and retarget them with something different, if at all.

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Formula and benchmarks last reviewed by the Refinity.io team.