In development
A useful comparison can say “not sure”
Uncertainty is information when it is explained.
A confident answer is convenient, but confidence cannot replace missing facts. When two offers have similar names and incomplete variant details, presenting them as interchangeable can shift the cost of the uncertainty to the shopper. The person may discover the difference only after ordering.
Saying “not sure” should not be an unexplained dead end. A useful explanation identifies what is known and what is missing: the model appears to agree, for example, while the selected configuration is not established. That tells a reader which question to ask next rather than asking them to trust a hidden judgement.
There is a practical distinction between refusing to compare anything and refusing to overstate a particular match. A service can describe a possible product-level relationship while withholding an exact-variant claim. It can also explain a visible conflict without pretending to know which listing is mistaken.
This is the approach Shoperix is working toward. Uncertainty should have a reason, a scope and, when possible, a path to resolution. For the shopper, the aim is not to make every decision slower. It is to reserve certainty for the comparisons whose evidence actually supports it.
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