Audit intermediate Works with: Any AI

Product Bundle and Cross-Sell Placement Audit

Table output

Check suggestions for relevance and honesty.

The Open buttons send the prompt text as currently shown below to that site only when you click. Fill in the placeholders first.

[VERIFY] is an editorial flag, not a blank to fill. Wherever the prompt shows [VERIFY], check that item against a reliable source before you use it.

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Audit cross-sell and bundle suggestions. Screens or descriptions of recommendation blocks, bundle offers and add-on prompts: [CROSS_SELL_DETAILS]. Click and conversion data: [PERFORMANCE_DATA]. Margins: [MARGINS].

Check whether suggestions fit the product, whether prices and savings are accurate, whether add-ons are pre-selected, whether the layout distracts from the main purchase, and whether recommendations are repetitive. Calculate effect on order value and margin.

Return a table with Block, Problem, Effect and Fix, a score from 1 to 10 for relevance and honesty, and two tests with the measure for each. Pre-selected add-ons and price claims are [VERIFY] for [JURISDICTION].

Also check how suggestions behave when the main product is out of stock, how they appear on a phone, and whether any recommendation could embarrass the customer, such as suggesting items related to a sensitive purchase. Suggest a respectful default and a way to switch off recommendations.

End with a simple schedule for reviewing this again in three months, including who owns it, what to measure and what result would count as improvement.

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