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Ad Frequency Calculator

Check whether a campaign is under-delivering, repeating too often, or close to the right frequency. Add CTR and CPA context to spot creative fatigue before budget is wasted.

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Frequency diagnosis

3x

check_circle In range

Frequency is near the target. Keep watching CTR, conversion rate, comments, and creative fatigue before changing budget.

Frequency and performance are still balanced. Keep delivery steady and watch trend changes.

Impression gap vs target

0

Estimated spend above cap

$0.00

Budget change to target

$0.00

Fatigue score

96

Healthy

Current

3x

Target

3x

Cap

4x

Quick examples

Campaign inputs

Performance context

Target impressions

240,000

Current CPM

$12.50

Budget for target frequency

$3,000.00

Cost per reached user

$0.04

Audience saturation

75%

Impressions above cap

0

Planning metrics

Reach needed at current impressions

80,000

Extra reach needed

0

Daily impressions

17,143

Daily frequency

0.214x

Next checks

  • task_altCompare this result with CTR, CPA, ROAS, and conversion rate before changing spend.
  • task_altIf frequency is high and performance is falling, rotate creative or exclude recent converters.
  • task_altIf frequency is low, confirm budget pacing and whether the audience is too broad.
  • task_altUse platform frequency distribution for exact user-level cap auditing.

What-if scenarios

What-if scenariosReachImpressionsFrequencySpend
Current plan80,000240,0003x$3,000.00
Reach +20%96,000240,0002.5x$3,000.00
Impressions +20%80,000288,0003.6x$3,600.00
Target frequency plan80,000240,0003x$3,000.00

What ad frequency means

Ad frequency is the average number of times one reached person saw your ad. Low frequency can mean the message is not repeated enough; high frequency can mean the same audience is seeing the ad too often. The best decision comes from reading frequency together with CTR, CPA, and conversion quality.

Usage notes

  • Average frequency = impressions / reach
  • Target impressions = reach x target frequency
  • Impressions above cap = max(0, impressions - reach x cap)
  • Estimated spend above cap = impressions above cap / 1,000 x CPM
  • CPM = ad spend / impressions x 1,000

Frequently asked questions

What is a good ad frequency?expand_more

It depends on campaign goal, audience size, creative, and purchase cycle. Awareness often needs repeated exposure, while retargeting can run higher if performance stays healthy.

Is high frequency always bad?expand_more

No. It can be intentional for short promotions or retargeting. It becomes a warning when CTR, CPA, conversion rate, or comments show fatigue.

Can average frequency prove a cap was exceeded?expand_more

Not exactly. Average frequency is a planning signal. Use platform frequency distribution when you need user-level cap auditing.

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