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Leak detection

All 147 revenue-leak patterns Omesta detects across payments, ad spend, attribution, store, subscriptions, and data quality, each with a fix playbook.

6 articles

The 147 leak patterns, categorized

All 147 revenue-leak patterns Omesta detects across payments, ad spend, store, subscriptions, attribution, and data quality, with a fix playbook for each.

4 min read

Wasted ad spend. How we detect it

How Omesta detects wasted ad spend on Meta, Google, and TikTok. Zero-ROAS keywords, fatigued creatives, audience overlap, and one-click pause via Autopilot.

3 min read

Attribution hole detection

Reconcile Stripe revenue against Meta, Google, and TikTok attribution to find the dollars your platforms drove but can't claim. With root cause, not just the gap.

4 min read

Refund velocity flags

When refund velocity hits 1.5x baseline on a SKU, country, or campaign, the three usual root causes (product defect, shipping failure, bad-fit traffic) and how to diagnose.

3 min read

Creative fatigue detection

When a winning Meta or TikTok creative has burnt out. The four signals (frequency, CPA, CTR, comment sentiment) and why rotation usually beats pausing the audience.

2 min read

Campaign overlap detection

When two of your Meta or Google ad sets bid on the same audience, you pay twice for one buyer. How Omesta detects overlap above 28% and the exclusion fix.

3 min read

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