Do I need a recommendation engine for my online store?

Maybe — but not always.

A recommendation engine is worth it if it can meaningfully increase:

• Average order value by suggesting add-ons or bundles
• Conversion rate by helping shoppers discover products faster
• Repeat purchases through personalized emails or homepages
• Customer satisfaction by reducing choice overload

You probably do need one if:

• You have a large catalog with many similar items
• Customers often browse but don’t buy because they can’t find the right product
• You want to improve cross-sell / upsell
• You have enough traffic and purchase data to power useful recommendations

You probably don’t need one yet if:

• Your catalog is small and easy to browse
• Most purchases are straightforward or repeatable
• You’re still early-stage and should focus on basics like:
  • product pages
  • search/filtering
  • checkout optimization
  • email capture and retention

A good middle ground is to start with simple rules-based recommendations first:

• “Frequently bought together”
• “Similar products”
• “Customers also viewed”
• Manual bundles based on product categories

Then move to a more advanced engine if those are working and you have enough data.

If you want, I can help you decide based on your store size, product count, traffic, and budget.