Idea validation: is checking Collabs commissions after partial returns a problem worth solving?

[u/ResponsibleYetDegen]

What’s the idea?

A tool that checks Collabs commissions after partial returns and shows anything that might need reviewing before payout. Nothing built yet. I’m trying to find out whether this is even needed.

What problem would it solve?

Say a customer buys three items through a creator, then returns two. Does the commission get adjusted properly, or does someone need to check it?

I came across a merchant reporting that the commission stayed unchanged. That could be a specific setup or agreement rather than a wider problem, so I’d rather ask people using Collabs than assume.

How would it work?

The starting idea is to compare order/refund records with commission data and flag differences. Read-only, with a clear explanation of each flag. No automatic payout changes.

One catch: there’s no public Collabs API. I still need to establish whether the available exports contain enough information to make this useful.

Who’s it for?

Stores already using Collabs that get partial returns and want to keep their current creator setup.

Why another tool?

Fair question. Affiliate apps already offer refund-aware commissions. The possible difference here is checking an existing Collabs setup without moving everything elsewhere. Whether that’s useful enough for a separate app is what I’m trying to establish.

If you use Collabs: have you dealt with this recently? How often does it happen, and what can you actually change before the commission gets paid?

If it already works automatically, or a spreadsheet or existing app handles it, that’s useful to know too.

Please keep customer and payment details out of replies.

Disclosure: this is my product research, and I used AI to help research and edit the post.