Not every Receipt is backed by the same amount of evidence — and you should know that before you bring one into a partner conversation.

This article explains what the confidence label on a Receipt means, how it links back to the agreement it came from, and what it means when a Receipt reads "needs review."

If you haven't yet, start with How Partner Partner Tracks Commissions & Rewards — this article builds on the same principle: verified reality carries more weight than an assumption.

1. What the Confidence Label Tells You

Receipts built from your agreements — things like a renewal coming up, a payment that looks off-cadence, a rate that doesn't match what's on file, a commission tail question, or a tier mismatch — carry a confidence label. It tells you, at a glance, how much weight that Receipt can carry before you act on it.

Label

What it means

✅ Verified

The evidence behind this Receipt is complete and directly confirmed. Safe to bring into a conversation as-is.

🟡 Supported

There's real evidence behind this Receipt, but part of it is inferred rather than fully confirmed. Worth a quick look before you lean on it.

⏳ Needs review

We don't yet have enough evidence to stand behind this Receipt with confidence. Treat it as a starting point, not a final answer.

Receipts you log yourself — a benefit you didn't receive, something worth flagging from a call — don't carry a confidence label. You're the source, so there's nothing to score.

2. Where the Label Comes From

A confidence label reflects how complete the evidence is when Partner Partner reads your agreement and checks it against your partner data — the more that's directly confirmed (an exact rate, an exact renewal date, matching activity on record), the higher the confidence.

This is a different measure from the confidence you'll see on Partner Tier Health — that one's scoped to your overall tier standing; this one's scoped to a single Receipt.

3. Why the Agreement Link Matters

Every agreement-derived Receipt links back to the agreement it came from, so you can see exactly where a Receipt originated without having to take it on faith. That traceability is part of what confidence measures — the more of the agreement's terms line up with what's confirmed on record, the higher the label.

For the full walkthrough of following that link and seeing every Receipt an agreement is building, see How Agreement-Based Receipts Work.

A Receipt is never a floating claim — it always traces back to the document it was read from.

4. Why a Receipt Might Read "Needs Review"

Two common reasons:

Thin underlying data. There isn't enough matching activity in your partner data yet to fully confirm it — for example, a newer partnership with only a payout or two on record so far.
An older agreement. The agreement was uploaded before Partner Partner started capturing this level of detail from it. Refreshing that agreement with today's fuller extraction can raise the confidence on Receipts built from it.

Neither of these means something is wrong. "Needs review" is an honest "we don't know yet" — not a downgrade of the underlying partnership.

5. Confidence vs. Data Health

These answer two different questions:

Confidence is about this Receipt — how much evidence backs it.
Data Health is about your underlying data — whether what's been ingested from your partners is clean enough overall to trust what's derived from it.

A Receipt reading "needs review" doesn't mean your data is unhealthy — it means this particular Receipt doesn't have full evidence behind it yet. Check Data Health separately for the state of your data as a whole.

6. The Takeaway

Confidence labels apply the same principle as commissions and rewards: assume nothing, verify first, and let confirmed evidence carry more weight than an inference.

A confidence label doesn't judge the partnership. It tells you exactly how far the evidence goes today — so you always know how much weight a Receipt can carry before you bring it into the room.

Understanding Receipt Confidence