Attribution and ROAS metric

Blended ROAS (MER)

Total revenue divided by total marketing spend. It's the one ROAS no attribution model can inflate, but it can't tell you which channel or campaign earned the money.

Source: Store revenue + all ad spendComputed: Weekly or monthly, brand levelBetter when: Higher, at the spend you needAlso called: Marketing efficiency ratio, total ROAS
Formula
MER =
Total store revenue
รท Total marketing spend

Includes organic, repeat and retention revenue, not just what ads drove.

Updated November 2026 ยท 5 min read
01

What is blended ROAS?

Every other ROAS on these pages depends on attribution: a set of rules about which ad gets credit for which order. Blended ROAS skips that question. It takes every rupee of revenue the store made and divides it by every rupee spent on marketing.

That makes it hard to fool. No platform can over-claim it, and no model choice changes it. The trade-off is that it can't point at anything. It tells you whether marketing as a whole is getting more or less efficient, not which lever to pull.

Blended ROAS (MER)All revenue รท all spend. Ungameable, but can't assign credit.
Blended true ROASTracked revenue credited to all paid channels รท all spend.
Channel true ROASTracked revenue for one channel รท that channel's spend.
02

How it's calculated

MER is simple arithmetic. The care goes into deciding what counts as revenue and what counts as spend, then keeping that definition fixed month to month.

InputSourceDecide upfront
Total revenueShopify, plus other sales channels you includeGross or net of cancellations and RTO? Include Amazon and quick commerce?
Ad spendEvery ad platformAll paid channels, including smaller ones
Other marketing costInfluencer fees, agency fees, toolsWhether these sit in the denominator
MERTotal revenue รท Total spendOverall marketing efficiency.
Blended true ROASฮฃ tracked paid revenue รท Total spendRevenue ads can actually be tied to, across all channels.
Incremental MERฮ” Revenue รท ฮ” SpendWhat the extra spend this month bought, vs last month.
Why we prefer blended true ROAS as the single headlineMER mixes in revenue that marketing didn't drive: repeat orders, email, organic search. A strong retention month can make paid look better than it was. Blended true ROAS keeps MER's all-channel view but only counts revenue your tracking ties to paid touches, without the double counting of platform numbers. It's the cleanest single read on combined paid performance.
03

Worked examples

Example 1: MER as spend scales

An illustrative brand grows monthly spend from โ‚น20 lakh to โ‚น36 lakh between July and October 2026. Revenue grows too, but MER slides each month.

MonthTotal spendTotal revenueMERIncremental MER
Julโ‚น20,00,000โ‚น80,00,0004.00โ€“
Augโ‚น25,00,000โ‚น92,50,0003.702.50
Sepโ‚น30,00,000โ‚น1,02,00,0003.401.90
Octโ‚น36,00,000โ‚น1,11,60,0003.101.60
MER by month as spend risesMER
Jul ยท โ‚น20L spendAug ยท โ‚น25LSep ยท โ‚น30LOct ยท โ‚น36L
  • The headlineMER drops from 4.00 to 3.10. Gentle on its own, and still comfortably profitable for many brands.
  • The real storyThe extra โ‚น6 lakh in October bought only โ‚น9.6 lakh of extra revenue, an incremental MER of 1.60. Average MER hides how much worse the last rupee is doing.
  • What MER can't sayWhich channel saturated. For that you need channel-level true ROAS and marginal ROAS.

Example 2: Same MER, very different months

Two months with โ‚น20 lakh spend and โ‚น70 lakh revenue each. MER is 3.50 both times.

Month A ยท Big email saleFlattered
MER3.50
Blended true ROAS1.90
A sale emailed to existing customers lifted revenue. Paid ads can only be tied to โ‚น38 lakh of it.
Month B ยท Normal monthPaid is pulling weight
MER3.50
Blended true ROAS2.80
โ‚น56 lakh of revenue is tied to paid touches. The same MER, but here paid media is doing most of the work.
04

Using MER to decide

Use MER as the guardrail and channel-level true ROAS as the steering wheel. Set your MER floor from your margins, then read these as starting rules.

Healthy
You seeMER above your floor and steady as spend grows.
Do thisKeep scaling, using channel true ROAS to choose where.
Watch
You seeMER sliding month on month as spend rises, with incremental MER well below average.
Do thisFind the saturating channel with marginal ROAS before adding more budget.
Act
You seeMER below your floor for a full month.
Do thisPull back the lowest true ROAS campaigns until MER recovers.
Check first
You seeMER jumps in a sale or launch month.
Do thisCompare with blended true ROAS before crediting paid media.
05

Common mistakes

  • Using MER to pick channelsIt has no channel detail. Shifting budget on MER alone is guesswork.
  • Changing the definitionAdding Amazon revenue one month and not the next breaks the trend.
  • Crediting retention to adsStrong repeat or email months inflate MER without paid doing anything new.
  • Reading average, not marginalA healthy average can hide a last few lakh of spend that barely returns.
06

Frequently asked questions

Is MER the same as blended ROAS?

Yes, the two names are used for the same ratio: total revenue over total marketing spend. Some teams include agency and influencer fees in spend; say which you use.

What is a good MER?

It depends on your margins. Work out the MER at which contribution margin covers all marketing, and treat that as your floor. Break-even ROAS shows the method.

Should I use MER instead of attribution?

Use both. MER keeps attribution honest at the top level. Attribution tells you where within the mix to act.

MER and true ROAS in one view

BooleanMaths brings revenue and spend from every channel together, so you see blended ROAS alongside the channel-level true ROAS behind it.

Attribution and ROAS metric

Blended ROAS (MER)

Total revenue divided by total marketing spend. It's the one ROAS no attribution model can inflate, but it can't tell you which channel or campaign earned the money.

Source: Store revenue + all ad spendComputed: Weekly or monthly, brand levelBetter when: Higher, at the spend you needAlso called: Marketing efficiency ratio, total ROAS
Formula
MER =
Total store revenue
รท Total marketing spend

Includes organic, repeat and retention revenue, not just what ads drove.

Updated November 2026 ยท 5 min read
01

What is blended ROAS?

Every other ROAS on these pages depends on attribution: a set of rules about which ad gets credit for which order. Blended ROAS skips that question. It takes every rupee of revenue the store made and divides it by every rupee spent on marketing.

That makes it hard to fool. No platform can over-claim it, and no model choice changes it. The trade-off is that it can't point at anything. It tells you whether marketing as a whole is getting more or less efficient, not which lever to pull.

Blended ROAS (MER)All revenue รท all spend. Ungameable, but can't assign credit.
Blended true ROASTracked revenue credited to all paid channels รท all spend.
Channel true ROASTracked revenue for one channel รท that channel's spend.
02

How it's calculated

MER is simple arithmetic. The care goes into deciding what counts as revenue and what counts as spend, then keeping that definition fixed month to month.

InputSourceDecide upfront
Total revenueShopify, plus other sales channels you includeGross or net of cancellations and RTO? Include Amazon and quick commerce?
Ad spendEvery ad platformAll paid channels, including smaller ones
Other marketing costInfluencer fees, agency fees, toolsWhether these sit in the denominator
MERTotal revenue รท Total spendOverall marketing efficiency.
Blended true ROASฮฃ tracked paid revenue รท Total spendRevenue ads can actually be tied to, across all channels.
Incremental MERฮ” Revenue รท ฮ” SpendWhat the extra spend this month bought, vs last month.
Why we prefer blended true ROAS as the single headlineMER mixes in revenue that marketing didn't drive: repeat orders, email, organic search. A strong retention month can make paid look better than it was. Blended true ROAS keeps MER's all-channel view but only counts revenue your tracking ties to paid touches, without the double counting of platform numbers. It's the cleanest single read on combined paid performance.
03

Worked examples

Example 1: MER as spend scales

An illustrative brand grows monthly spend from โ‚น20 lakh to โ‚น36 lakh between July and October 2026. Revenue grows too, but MER slides each month.

MonthTotal spendTotal revenueMERIncremental MER
Julโ‚น20,00,000โ‚น80,00,0004.00โ€“
Augโ‚น25,00,000โ‚น92,50,0003.702.50
Sepโ‚น30,00,000โ‚น1,02,00,0003.401.90
Octโ‚น36,00,000โ‚น1,11,60,0003.101.60
MER by month as spend risesMER
Jul ยท โ‚น20L spendAug ยท โ‚น25LSep ยท โ‚น30LOct ยท โ‚น36L
  • The headlineMER drops from 4.00 to 3.10. Gentle on its own, and still comfortably profitable for many brands.
  • The real storyThe extra โ‚น6 lakh in October bought only โ‚น9.6 lakh of extra revenue, an incremental MER of 1.60. Average MER hides how much worse the last rupee is doing.
  • What MER can't sayWhich channel saturated. For that you need channel-level true ROAS and marginal ROAS.

Example 2: Same MER, very different months

Two months with โ‚น20 lakh spend and โ‚น70 lakh revenue each. MER is 3.50 both times.

Month A ยท Big email saleFlattered
MER3.50
Blended true ROAS1.90
A sale emailed to existing customers lifted revenue. Paid ads can only be tied to โ‚น38 lakh of it.
Month B ยท Normal monthPaid is pulling weight
MER3.50
Blended true ROAS2.80
โ‚น56 lakh of revenue is tied to paid touches. The same MER, but here paid media is doing most of the work.
04

Using MER to decide

Use MER as the guardrail and channel-level true ROAS as the steering wheel. Set your MER floor from your margins, then read these as starting rules.

Healthy
You seeMER above your floor and steady as spend grows.
Do thisKeep scaling, using channel true ROAS to choose where.
Watch
You seeMER sliding month on month as spend rises, with incremental MER well below average.
Do thisFind the saturating channel with marginal ROAS before adding more budget.
Act
You seeMER below your floor for a full month.
Do thisPull back the lowest true ROAS campaigns until MER recovers.
Check first
You seeMER jumps in a sale or launch month.
Do thisCompare with blended true ROAS before crediting paid media.
05

Common mistakes

  • Using MER to pick channelsIt has no channel detail. Shifting budget on MER alone is guesswork.
  • Changing the definitionAdding Amazon revenue one month and not the next breaks the trend.
  • Crediting retention to adsStrong repeat or email months inflate MER without paid doing anything new.
  • Reading average, not marginalA healthy average can hide a last few lakh of spend that barely returns.
06

Frequently asked questions

Is MER the same as blended ROAS?

Yes, the two names are used for the same ratio: total revenue over total marketing spend. Some teams include agency and influencer fees in spend; say which you use.

What is a good MER?

It depends on your margins. Work out the MER at which contribution margin covers all marketing, and treat that as your floor. Break-even ROAS shows the method.

Should I use MER instead of attribution?

Use both. MER keeps attribution honest at the top level. Attribution tells you where within the mix to act.

MER and true ROAS in one view

BooleanMaths brings revenue and spend from every channel together, so you see blended ROAS alongside the channel-level true ROAS behind it.