Understanding revenue confidence scores

2 min read

Every revenue entry in Glowr carries a confidence score. This tells you how reliable that number is and whether you should plan around it.

Confirmed

The number came directly from a platform API or you manually verified it against a bank deposit or payout statement. This is the most reliable type — you can budget and report from Confirmed entries.

Estimated

The number was calculated from known rates or averages — for example, CPM-based revenue estimates from view count data when the platform API doesn't return exact earnings. Estimated numbers are usually close to reality but may vary by 5–15%.

Approximate

You logged this income manually without verifying it against a payout. Common for sponsorship income you've agreed to but haven't received yet, or cash payments with no paper trail. Use Approximate as a planning placeholder.

⚠

Approximate entries are not shown in official revenue exports by default because they haven't been verified. Make sure to confirm or update them once payment is received.

When each appears

  • ●Confirmed: auto-tracked from platforms with revenue APIs, or manually set to Confirmed after verification
  • ●Estimated: auto-calculated when the platform provides view data but not exact payout data
  • ●Approximate: manually logged entries at default confidence, or entries you've flagged as unverified

Why it matters

If your dashboard shows $8,000 this month but $3,000 of that is Approximate from a sponsorship deal still in negotiation, your real dependable income is closer to $5,000. Confidence scores make this visible at a glance.

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