Answer
Feb 26, 2025 - 04:01 PM
For the category level....we feel the best types of recommendations are selecting 3-10 that answer questions that lead users to popular products within the category...that is speaking to compatibility matches based on specifications of the products. 10% of product of product questions are compatibility related...so if you can speak to and hit these....they'll go to products where there is compatibility connection in their mind by the time they get to the product page. One of our customers sees a 75% conversion rate when the Q&A pair confirms that a product is a compatibility match.
Answerbase's AI-Enhanced recommendations can generate these for you automatically, and we recognize these variations of the products within the category....and generates content that speaks to that differentiation and highlights where your highest converters fit within the context of the Q&A pair.

So....even if you find/tweak 3-10 of those....even just a few...it's another way on your category pages they can filter/get to products with a "compatibility match" through content.
We feel those types of Q&A pairs will service you best over time...because it is useful content to the visitor and leads them to the appropriate product for their needs. Should be helpful to a visitor.
Those pieces of content that is helpful, gives purchasing considerations that the visitor hasn't thought of yet...and can lead them to a compatibility match (the link building is also super valuable)...we think that's the best way to go.
Answerbase's AI-Enhanced recommendations can generate these for you automatically, and we recognize these variations of the products within the category....and generates content that speaks to that differentiation and highlights where your highest converters fit within the context of the Q&A pair.

So....even if you find/tweak 3-10 of those....even just a few...it's another way on your category pages they can filter/get to products with a "compatibility match" through content.
We feel those types of Q&A pairs will service you best over time...because it is useful content to the visitor and leads them to the appropriate product for their needs. Should be helpful to a visitor.
Those pieces of content that is helpful, gives purchasing considerations that the visitor hasn't thought of yet...and can lead them to a compatibility match (the link building is also super valuable)...we think that's the best way to go.