What are the typical causes of recommendations not rendering? (Select two)

Question

Options

• ACriteria set to "Random"
• BMissing product attributes in the feed
• CIncorrectly mapped audiences
• DIncomplete algorithm configuration

• A
  6% (2)
• B
  82% (27)
• C
  12% (4)

Explanation

Recommendations fail to render when the system lacks the data or logic needed to generate them. Missing product attributes in the feed (B) means the recommendation engine has no content to display - if key fields like category, price, or availability are absent, no products can be matched or shown. Incomplete algorithm configuration (D) means the logic driving recommendations hasn't been fully set up, so the engine either errors out or has nothing to execute.

A (Criteria set to "Random") is wrong because "Random" is a valid selection method - it still renders recommendations, just without personalization logic. C (Incorrectly mapped audiences) affects who sees recommendations and which ones are shown, but it doesn't prevent rendering entirely; products can still surface, just to the wrong segments.

Memory tip: Think "no fuel, no fire" - you need data (feed attributes) and instructions (algorithm config) for recommendations to ignite. Missing either one = nothing renders.

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