AR
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MarketingE-commerceConsumer ProductsMedia / AdvertisingOutcomeApproved

Return on Ad Spend (ROAS)

Revenue generated per dollar of advertising spend, typically attributed via last-click or MTA models.

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Business Question Answered

For every dollar spent on ads, how much revenue came back?

What This Tells You

Whether ad spend is generating attributed revenue above the breakeven threshold.

What It Does Not Tell You

The incremental/causal contribution of the ad spend — platform-reported attribution tends to over-credit paid channels versus true incrementality.

Formula & Example Calculation
Attributed Revenue / Ad Spend

Numerator

Attributed Revenue

Denominator

Ad Spend

Example

A campaign spends $50,000 and drives $200,000 in attributed revenue. ROAS = $200,000 / $50,000 = 4.0x.

Recommended Dimensions & Segments
ChannelCampaignProduct categoryNew vs. returning customer

Recommended visualization: Bar chart by channel with target ROAS line

Technical Implementation Notes

Platform-reported ROAS (e.g., Meta's in-platform attribution) will typically read higher than MTA or incrementality-adjusted ROAS. Always label which attribution model produced the number.

Data Quality Checks
  • Reconcile attributed revenue against actual completed/non-refunded orders
  • Check for attribution window mismatches between platforms being compared
Common Pitfalls
  • Comparing platform-reported ROAS across Meta, Google, and TikTok as if they used the same attribution logic
  • Chasing high ROAS on branded/retargeting spend that would have converted anyway
AI Explanation

Get a conversational, stakeholder-friendly explanation of this KPI, generated on demand.

Metadata
Funnel StageRevenue
Owner RolePerformance Marketing Manager
CadenceWeekly
Data Sources
Ad PlatformE-commerce Platform (Shopify)Attribution/MTA tool
Tags
ecommercepaid-mediarevenue