Cutting a $40K/mo revenue leak down to same-day catches

One person watched revenue across Shopify, Meta, and email. Problems surfaced in the monthly close, three to four weeks after they started.

$40K/mo

Leakage caught

Same day

Break to fix, down from weeks

People left on manual watch

Their unseen challenge

A broken checkout step that nothing flagged

Issue

A theme update broke a step in checkout while top-line traffic looked completely normal.
One person was manually watching revenue across Shopify, Meta, and email every morning.

Effect

Problems only surfaced in the monthly close, three to four weeks after they started.
Manual Slack alerts off GA4 were tried first and turned out too noisy and too slow to tune.

Result

Revenue leaked for weeks at a time.
No trustworthy early warning.

Impact

$40K/mo in leakage caught

The solution

Anomaly Hunter on a rolling baseline

Anomaly detection that does not need manual thresholds, paired with signal verification so the team knows whether a drop is tracking or real.

Rolling baseline

Anomaly Hunter watches against a rolling baseline instead of a fixed threshold, so normal seasonality does not trigger noise.

Tracking or real

Pulse Pixel confirms whether a flagged drop is a tracking issue or a genuine revenue problem. That is what earned trust in the first alert.

One owner, no tabs

Alerts reach the founder directly, so nobody starts the day checking five dashboards.

The results

What changed with Consequential

$40K/mo caught

Leakage that used to surface at month close is now caught the same day.

Weeks to hours

Break-to-fix time collapsed from a monthly cycle to hours.

Zero manual watch

No one is assigned to morning dashboard checks anymore.

Trusted alerts

Signal verification removed the false positives that killed the previous setup.

I used to open five tabs every morning just to make sure nothing broke overnight. Now I only hear about it if something's actually wrong.Founder and CMO