Guide · 2026 · shopify agency revenue leak audit · Glint

Billing leaks Shopify agencies should scan before the QBR

QBRs talk traffic and creatives. The money leak is often billing: coupons, failed payments, ghost subs, legacy prices — invisible in GA.

Search intent this page answers

People looking for shopify agency revenue leak audit usually already feel revenue soft without a clean story. This guide is written for Agency leads who run monthly business reviews for DTC brands — not for generic “ecom tips” blogs.

QBRs talk traffic and creatives. The money leak is often billing: coupons, failed payments, ghost subs, legacy prices — invisible in GA. If that matches a client conversation you are having this month, keep reading; if not, use the full guide index.

$274/mo
Our only public proof number. Caught on an instrumented test store with planted leaks (5/5, 0 false positives in that test). Not a client case study. Your client’s number is unknown until scanned.

Who this is for

Agency leads who run monthly business reviews for DTC brands

If you own the retainer narrative and the client still asks “why is cash flat when ads look fine?”, you are the buyer for this workflow — not a pure creative shop that never touches Stripe.

What to look for on this topic

Do this week: open Stripe (or your client’s authorized connection), inventory the bullets above, and rank by dollars — not by which ticket yelled loudest.

What “good” looks like in a QBR slide

One number: monthly $ at risk found. One list: top findings. One ask: approve fixes or keep monitoring on Scan.

Field note from agency delivery

Retainer agencies lose renewals when the brand’s CFO finds coupon leakage first. Put billing hygiene on the QBR agenda before theme work: rank open failed-payment dollars, ghost actives, and promos still redeeming after campaign end. That agenda is different from creative performance — treat it as a separate slide with a decision, not a footnote.

Detectors most relevant to this guide

Glint surfaces symptoms the data supports — not invented causes. For this topic, the closest detectors are:

05 Legacy pricing drift
01 Failed payments never retried
06 Shopify margin bleed

Full detector set (when relevant): failed retries · ghosts · expired promos · duplicates · legacy prices · margin bleed. A finding only appears when objects match.

FAQ

How is this different from a finance recon?

Finance recon starts from books. This starts from live Stripe/Shopify objects that create cash leakage before accounting notices.

How agencies stay in control on this path

Approve-first on money movesDetection can be automatic. Refunds, price changes, and collection actions wait for an explicit approve with an audit trail.
Rollback where eligibleEligible price actions can roll back. Silent automation is not a feature we sell.
Read-only discovery firstInventory runs on a restricted key. Write scopes only when you choose to act — not on day one.

Honest capacity & price

PlanPriceClient storesWhat you get
Scan$03Nightly inventory ranked by $ at risk
Pro$299/mo10Approve-first fixes, client recovered-$ reports
Scale$499/mo30Pro + white-label, multi-seat, priority export

Detail: Pro · Scale. Flat SaaS — not a cut of recovered revenue.

Run a free 3-store scan focused on: Billing leaks Shopify agencies should scan before the QBR. Read-only keys. Approve before any fix.

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Informational operator guide. Not legal, tax, or accounting advice. We do not invent client case studies. Industry ranges are attributed to named sources; $274/mo is our instrumented test-store result only.