Structured truth comes first
Appliance facts and replacement logic belong in the validated data and decision layers. Editorial copy can explain those concepts, but should not invent product-specific measurements or compatibility claims.
Explanatory writing should make the evidence easier to understand. It must not become a second, conflicting source of product truth.
Appliance facts and replacement logic belong in the validated data and decision layers. Editorial copy can explain those concepts, but should not invent product-specific measurements or compatibility claims.
ReplaceIQ should explain limitations directly. Phrases that imply certainty are inappropriate when the evidence does not support certainty.
ReplaceIQ does not create fictional manufacturer relationships, certifications, review scores, usage statistics, or source citations for presentation purposes.
When a factual issue is confirmed, the correct fix is to update the relevant validated data or evidence relationship and then allow dependent interfaces to reflect that correction.
If you already know the exact model number, return to the ReplaceIQ model analysis tool.
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