Outfindo

What Outfindo is

Outfindo replaces faceted filters with a conversation. Shoppers answer a few questions and get a recommendation, which matters in categories where the wrong size or spec means a return.

It also works on the product data behind the guide.

What you can do with it

• Build a selection guide instead of static filters
• Recommend products from customer answers
• Improve product data as part of the setup
• Embed the guide on listing or landing pages
• Reduce the number of dead-end filter paths

Who it is for

• E-commerce teams with large catalogs
• Retail brands in complex categories
• Product operations teams
• Stores with high return rates

What to watch out for

• Recommendation quality depends on product data and question design
• Test different customer paths before launch
• A wrong recommendation sends customers to the wrong product
• Category knowledge has to be encoded by someone who knows it