SAP

Marketing & Advertising

Search Advertising Performance Calculator

Calculate clicks, conversions, CPC, CPA, attributed revenue, ROAS, gross profit, and contribution after advertising. The custom visual keeps funnel leakage and campaign economics together.

Expected ad clicks-
Expected conversions-
Cost per click-
Cost per conversion-
Attributed conversion value-
Return on ad spend-
Attributed gross profit-
Gross profit after ad spend-

Decision view

Search funnel and campaign economics

Search funnel and campaign economicsImpressions convert to clicks and customers while spend, attributed value, margin, and contribution remain reconciled.
Exact scenario comparisonAdvertising spend changes while all other entered assumptions remain constant.
Advertising spendExpected ad clicksExpected conversionsCost per clickCost per conversionAttributed conversion valueReturn on ad spendAttributed gross profitGross profit after ad spend

How to use Search Advertising Performance Calculator

  1. Use eligible impressions and a CTR measured on the same reporting basis.
  2. Enter post-click conversion rate and conversion value with a defined attribution window.
  3. Validate incrementality, refunds, lead quality, and gross margin before scaling spend.

Calculator guide

Understanding Search Advertising Performance Calculator

Search advertising performance has two connected stories: an impression-to-conversion funnel and a money bridge from spend to attributed gross profit. A strong ROAS can still produce weak contribution when margin is ignored.

Two-stage funnel CTR and CVR use different denominators.
Unit costs CPC and CPA expose auction economics.
Margin bridge Revenue must become gross profit.
Incrementality Attribution alone does not prove lift.

Calculation method

How the calculation works

Move impressions through entered click-through and post-click conversion rates, calculate CPC and CPA, and connect attributed conversion value with margin and advertising contribution. Apply CTR to impressions, CVR to clicks, multiply conversions by average value, apply gross margin, and subtract ad spend from attributed gross profit.

Campaign diagnosis

Locate the constraint before changing bids

The same contribution result can arise from different funnel failures.

Coverage Impressions depend on query demand, eligibility, rank, and budget.
Engagement CTR reflects intent, message, placement, and competition.
Conversion Landing and offer quality govern post-click action.
Economics Value and margin determine whether acquired volume pays.

Worked situations

Practical examples

  • 850,000 impressions at 3.2% CTR produce 27,200 modeled clicks.
  • A 4.5% post-click conversion rate produces 1,224 conversions.
  • Attributed revenue must be multiplied by margin before spend is subtracted to estimate contribution.

Better inputs

Useful tips

  • Segment brand and non-brand search because intent and incrementality differ.
  • Use conversion value net of cancellations or refunds when possible.
  • Review search terms, auction position, landing pages, and offline conversion quality alongside ratios.

Before relying on the result

Limitations and common mistakes

  • The model assumes constant CTR, CVR, order value, and margin.
  • Auction dynamics, attribution error, incrementality, lag, repeat purchases, refunds, view-through effects, and capacity are excluded.
  • Attributed contribution is not audited profit.

Reference

Key terms

CTR
Clicks divided by impressions.
CVR
Conversions divided by clicks.
CPA
Advertising spend divided by conversions.
Contribution after ads
Attributed gross profit minus advertising spend.

Important note

Calculated from the entered campaign values. Validate attribution, incrementality, lag, margin, and observed source data before making decisions.

Frequently asked questions

Is ROAS profit?

No. ROAS compares attributed revenue with ad spend and ignores product and operating costs.

Why calculate contribution after ads?

It introduces gross margin before subtracting advertising spend.

Can CTR and CVR be multiplied?

Yes, when CTR is clicks per impression and CVR is conversions per click.

Does attributed revenue prove incremental sales?

No. Controlled measurement is needed for a strong incremental claim.