My 4-Step Profit-Based Bidding Strategy
1. Unit Economics (boring but needed)
2. COHORT(S)
3. StRaTeGy
4. Algorithm Feeding
5. Bonus: Cart Data
let's dig in
1. Unit Economics (boring but needed)
2. COHORT(S)
3. StRaTeGy
4. Algorithm Feeding
5. Bonus: Cart Data
let's dig in
1. Unit Economics
> you need to break down your brand goals & specific economics
> start brand-wide, then dig into particular collections/hero products
Question to ask: why do you "need" this specific return goal you have in your head
So what data do you use?
> you need to break down your brand goals & specific economics
> start brand-wide, then dig into particular collections/hero products
Question to ask: why do you "need" this specific return goal you have in your head
So what data do you use?
1. Unit Economics - CONT
Revenue Side
> AOV (est or actual) = _____
> LTV (1 year or cohort) = _____
Blended COGS Side
> COGs = _____
> Merchant Fees = _____
> Customer Return % = _____
> Shipping costs = _____
> Fulfillment cost per unit = _____
Now, what do you do?
Revenue Side
> AOV (est or actual) = _____
> LTV (1 year or cohort) = _____
Blended COGS Side
> COGs = _____
> Merchant Fees = _____
> Customer Return % = _____
> Shipping costs = _____
> Fulfillment cost per unit = _____
Now, what do you do?
1. Unit Economics - CONT (2)
Find 2-4 Return on Ad Spend (ROAS) targets
> w/ Contribution Margin (CM) & Return on Invested Capital (ROIC) #'s as well from your LTV #'s
Now you can dig into and decide which makes more sense for your brand, 1st Order Profitability or LTV
NEXT
Find 2-4 Return on Ad Spend (ROAS) targets
> w/ Contribution Margin (CM) & Return on Invested Capital (ROIC) #'s as well from your LTV #'s
Now you can dig into and decide which makes more sense for your brand, 1st Order Profitability or LTV
NEXT
2. Analyze Cohort(s)
1. Choose a cohort to test
> ex: product launch, promo, etc
2. Use Unit Economics from step 1
> ex: brand avg, hero products, etc
3. Choose your ROAS target
> keeping in mind CM & ROIC
NEXT
1. Choose a cohort to test
> ex: product launch, promo, etc
2. Use Unit Economics from step 1
> ex: brand avg, hero products, etc
3. Choose your ROAS target
> keeping in mind CM & ROIC
NEXT
3. Create a Marketing Strategy - CONT
There are 4 strategy types in my vortex
1. New Customers
2. Nurturing
3. Brand
4. LTV
For this example let's say we need to push a collection w/ 1st Order Profitability needed
Here's an examples strategy
There are 4 strategy types in my vortex
1. New Customers
2. Nurturing
3. Brand
4. LTV
For this example let's say we need to push a collection w/ 1st Order Profitability needed
Here's an examples strategy
3. Create a Marketing Strategy - CONT (2)
Push: Collection
Goal: 1st Order Profitability
New Customers
> Tiered Standard Shopping Strategy
> Dynamic Search (Product Pages)
Nurturing
> Dynamic Display
> Discovery or Video
> Search RLSA
Brand
> Search
> Shopping
Push: Collection
Goal: 1st Order Profitability
New Customers
> Tiered Standard Shopping Strategy
> Dynamic Search (Product Pages)
Nurturing
> Dynamic Display
> Discovery or Video
> Search RLSA
Brand
> Search
> Shopping
4. Feed Algorithm Profit Metrics
a couple of levels to this...
Lv 1: Revenue Bidding
> bidding for Revenue #'s
> never stop here
Lv 2: Profit-Influenced
> targets based on profit
> most end here
Lv 3: Profit-Based
> pass back product margin data
> use custom columns
a couple of levels to this...
Lv 1: Revenue Bidding
> bidding for Revenue #'s
> never stop here
Lv 2: Profit-Influenced
> targets based on profit
> most end here
Lv 3: Profit-Based
> pass back product margin data
> use custom columns
BONUS: Cart Data inside Google Ads
Unlock deeper reporting metrics across Google Ads
Attributes Sales Metrics
> Orders
> Revenue
> COGS
> Gross Profit
> AOV
> ACS
Offer Sales Metrics
> Product Gross Profit
> Product Revenue
> Units Sold
(setup through GTM)
Unlock deeper reporting metrics across Google Ads
Attributes Sales Metrics
> Orders
> Revenue
> COGS
> Gross Profit
> AOV
> ACS
Offer Sales Metrics
> Product Gross Profit
> Product Revenue
> Units Sold
(setup through GTM)
If you have any questions or disagree with what I said drop em below
If you liked what you read, you'll like this thread too π
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