Confidence
Confidence should be explained, not implied.
A useful recommendation says what Coodra knows, what it is missing, and why the decision still deserves attention.
Confidence is not certainty
Confidence means Coodra has enough useful context to make the recommendation worth reviewing. It does not mean the recommendation is guaranteed correct. Retail still has local context, vendor surprises, damaged shipments, weather, events, and human judgment.
What raises or lowers confidence
Signal
Effect
Recent sales movement
Raises confidence when demand changed clearly and recently.
Reliable stock count
Raises confidence because reorder and stock-risk logic depends on on-hand inventory.
Missing cost or margin
Lowers confidence for margin-sensitive recommendations.
Supplier lead-time gap
Lowers confidence when arrival timing matters.
Repeated human correction
Lowers confidence until the pattern is understood.
How confidence should read
A useful confidence explanation says: what Coodra knows, what it does not know, and why the item still appears. If a product appears because sales jumped but lead time is missing, the recommendation should say that plainly.