Paid Media

Reach & Frequency Calculator — Ad Reach, Frequency and Impressions

How many people does this plan actually reach — and how many times does each of them see it? Solve for frequency, reach or the impressions a target needs.

Solve for

Average frequency0.00Frequency = impressions ÷ reach

Two plans with the same impressions can do opposite things

A million impressions can mean 500,000 people seeing an ad twice, or 50,000 people seeing it twenty times. Both cost the same at the same CPM; one builds awareness and the other annoys a small crowd that already decided. Impressions tell you how much you bought. Reach and frequency tell you what it did.

Reading frequency in the results

Frequency is rarely wrong on its own; it is wrong relative to what the audience does next. The pattern to watch is click-through rate falling week over week while frequency rises and CPM holds steady. Nothing changed about the audience or the price — they have simply seen it enough. The fixes, in order: new creative, a broader audience, then less budget.

Planning a campaign with this calculator

Start from the audience, not the budget. Decide how many people the campaign has to reach and how often, solve for impressions here, then price those impressions with the CPM calculator. Working the other way — budget first — tends to produce a plan that reaches whoever was cheapest rather than whoever mattered.

For a warm audience of recent visitors, the retargeting calculator runs the same arithmetic from your site traffic and adds the return side.

Process

How to calculate reach and frequency

  1. Pull impressions and reach for the same date range

    Both come from the ad platform’s delivery report. Reach is de-duplicated over the window you choose, so a weekly reach and a monthly reach are different numbers — keep the range identical.

  2. Divide impressions by reach

    Frequency = impressions ÷ reach. 1,200,000 impressions delivered to 300,000 people is a frequency of 4.0.

  3. Plan forward from a target

    Impressions = reach × frequency. To reach 250,000 people three times, you need 750,000 impressions.

  4. Price the plan with CPM

    Budget = (impressions ÷ 1,000) × CPM. 750,000 impressions at a $9 CPM is $6,750.

Proof

Planning ranges

Rules of thumb for a single creative over a month, not published benchmarks. Adjust for creative rotation: three distinct ads can carry a higher total frequency than one ad shown on repeat.

ObjectiveFrequency we plan toNotes
Launch or new-market awareness2–4Enough repetition for a name to register; spend the rest on reach.
Ongoing brand awareness1.5–3Breadth matters more than repetition once the name is known.
Consideration and offers3–6The audience is narrower and the message has more to say.
Retargeting recent visitors4–10Small, warm pools tolerate more — until results stop moving.
FAQ

Frequently asked questions

  • How do you calculate ad frequency?

    Frequency = impressions ÷ reach. If an ad was served 1,200,000 times to 300,000 unique people, the average person saw it 4 times.

  • What is the difference between reach and impressions?

    Reach counts unique people; impressions count every time the ad was served, repeats included. A campaign can post a million impressions to fifty thousand people. Frequency is the bridge between the two.

  • How many impressions do I need to reach a target audience?

    Impressions = reach × frequency. To reach 200,000 people an average of 3 times you need 600,000 impressions. Multiply by your CPM ÷ 1,000 to get the budget.

  • What is a good ad frequency?

    It depends on the objective and on how many creatives are in rotation. As a planning range, 2–4 per month for awareness, 3–6 for consideration, and higher for small retargeting pools. The real signal is performance: when click-through rate falls while frequency climbs, the audience has seen enough.

  • Why does my platform’s reach not add up across weeks?

    Reach is de-duplicated within the window it is reported for. Someone reached in week one and again in week two counts once in the monthly figure and once in each weekly one, so weekly reach always sums to more than monthly reach.

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