Packaging $5M GMV · 7 codes · Case studies

Packaging brand: $45K/year recovered from stacked discount codes

A $5M B2B+DTC packaging brand on Shopify Plus had 7 active promo codes, but 9% of orders carried two stacked against policy. Halia flagged the stack rate; the team tightened code combination rules and recovered $3,850/month.

$45,000
annualised margin recovered
6 days
time to detection
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The leak

9% of orders had two promo codes stacked. Policy said one.

Seven active codes — sitewide, volume tiers, AM-issued, loyalty, two free-ship rules. Customers were stacking codes the policy didn’t allow, and the extra discount layer was invisible until monthly P&L close.

0%3%6%Sitewide+ AM-issued4.2%Volume tier+ Loyalty2.8%Sitewide+ Free ship1.8%Top 3 stacked code combinations
9%had stacked codesOf all orders, 6 months
The math: $5M GMV, ~4,200 orders/month; 9% had two codes stacked against policy = ~378 affected orders/month. Average extra discount per stack: ~$11. That’s ~$4,150/month — $45,000 annualised. The discount layer never showed up in the standard Shopify report; the team only saw a fuzzy margin line at monthly P&L close.
What happened

How this brand found their $45,000.

1

$5M packaging brand, B2B and DTC on Shopify Plus.

Seven active promo codes ran concurrently: sitewide, volume tiers, AM-issued, loyalty and two free-ship rules. Policy was one code per order.

2

Halia joined Shopify discounts with order line items.

Surfaced that 9% of orders carried two codes at checkout — most common stack: sitewide + AM-issued, eating 4.2% of orders alone.

3

The ops team audited the code library.

Two codes had no exclusion rules in Shopify; one AM-issued code had a typo letting it stack. The policy doc said “one code per order” but the storefront never enforced it.

4

Tightened the rules, retired the duplicates.

Set Shopify discount combinations to exclusive only; deactivated 2 redundant codes; consolidated AM-issued into a tiered structure. $3,850/month recovered; Halia watches for new stacks.

Days, not quarters

From data connection to $3,850/month confirmed in 30 days.

Halia surfaced the discount stacking the day she connected; the policy-drift detector keeps watching every new code that goes live.

DAY 1ConnectShopify Plus,discount dataDAY 6Halia detects9% of ordershad stacked codesDAY 14ActionCode rulestightenedDAY 30Confirmed$3,850/morecoveredDAY 90+OngoingPolicy detectorwatches new codes
Two of the seven codes had been live for over a year with no exclusion rules. Halia joined Shopify discount metadata with order checkout data and flagged the stack-rate the second it breached the “one code per order” policy baseline.— From the operator engagement notes
See your version

Find this exact leak on your store in 5 minutes.

Connect your stack — Halia surfaces where your margin is leaking before the monthly P&L close.

Applies to your store

You probably have a version of this leak.

If any of these signals match your discount operation, the same pattern is likely already costing you margin.

Common signal

Multiple active codes

You run 4+ promo codes at once across sitewide, loyalty, AM-issued, and seasonal — exclusions managed manually.

Concentrated risk

B2B + DTC together

Both channels run on the same storefront, with sales-issued discount codes alongside automated promotions.

Operational pattern

Policy doc, not enforced

Your “one code per order” policy lives in a doc, not in Shopify discount combination settings.

Detection gap

Margin only at close

Discount-layer impact only shows up at month-end P&L — by then 30 days of margin has shipped.

Frequently asked

Questions operators ask about stacked discounts.

Why doesn’t Shopify catch this?+

Shopify Plus supports discount combination rules, but they default to “combine with others” on automatic discounts and don’t enforce a policy across all 7 codes unless each one is configured. AM-issued codes created on the fly often skip the exclusion config entirely.

How does Halia know which combinations are allowed?+

Halia reads your discount policy (configured once) and joins it to live order checkout data. When an order has a code combination outside the policy, it alerts you with the stack rate, the codes involved, and the realised overage so you can fix the rule in Shopify directly.

Is $11 per order really $45K/year?+

For a $5M brand at ~4,200 orders/month: 9% stack rate = ~378 affected orders/month. At ~$11 avg extra discount per stacked order, that’s ~$4,150/month — or about $50K/year before policy fixes. Net realised recovery after rule changes was ~$3,850/month or $45K annualised.