Both help shoppers find the right product, but in different ways. Luigi’s Box Shopping Assistant is a guided-selling tool you configure inside its search & discovery suite. Outfindo’s Product Guide is a research-grounded advisor with ready-made category flows. Compare them and decide which fits your business.
Both platforms use AI to guide shoppers to the right product. Luigi’s Box comes at it from search and discovery. Outfindo comes at it from consumer research. Here is how the two guided experiences compare.
Luigi’s Box matches answers against your existing catalog and indexes it for search. Outfindo grounds both the questions and the matching in its own consumer research and verified, per-SKU product data.
With Luigi’s Box, you build the dialogue yourself. You name it, write the questions, and branch the logic, with AI suggestions to help. Outfindo ships ready-made flows derived from consumer research, so you don’t have to know which questions to ask.
Luigi’s Box is sold as part of its discovery suite, typically via a quote. Outfindo offers transparent pricing and a free trial so you can see the guide on your own catalog first.
You’ve heard it a hundred times. Pricing varies, everything is tailored, and public rates are hard to pin down. That’s true for most search & discovery suites, including Luigi’s Box, which is typically quoted based on catalog size and traffic. Outfindo takes the opposite approach: transparent, volume-based pricing.
99
€/month
All you need for one category
599
€/month
Essential, plus advanced tools:
Talk to us
Ultimate customization & support:
1
€/SKU
End-to-end PDP content system
599
€/month
All you need for guided selling
Talk to us
We deliver also:
Feature-by-Feature Comparison
Outfindo
Luigi’s Box
Features
Own consumer research (what customers actually care about)
Yes
No
Ready-made guide (flows from consumer research)
Yes
No (you build the flow)
Sourcing and structuring product data
Yes
No
Data cleaning & validation
Fully automated
No
Data sourcing transparency
Yes
No
Customizable guidance flow
Limited – guidance flow relies on extensive customer behaviour analysis
Yes – every question relies on business inputs
Customize colors & fonts
Yes
Yes
Data quality analytics (reports on data completeness, accuracy, etc.)
Yes
No
Multi-language support
Yes
Yes
Free trial
Yes
Yes (but only for Self-Integration)
That's it. Everything in between? That's our business! Outfindo is best suited for businesses who want:
Just upload your product feed, and our AI agent instantly aligns your products to your customers' needs. You'll have a solution ready to deliver personalized shopping experiences within minutes.
We handle it all – from matching your products with insightful questions based on customer data, to ensuring every customer interaction effortlessly leads to the ideal choice.
Outfindo is intuitive, quick to set up, and completely hassle-free. Try the free trial and see firsthand how seamlessly it improves your customers' shopping journey.
Luigi’s Box gives you the tools to build a guide from what you already know. Outfindo ships the guide – grounded in consumer research and verified product data, so it steers shoppers on what actually drives the decision.
Luigi’s Box is an AI search & product discovery suite (Search, Recommender, Product Listing, Analytics, and the Shopping Assistant). Its real strength is discovery at scale: fast, relevant site search, autocomplete, and recommendations. The Shopping Assistant adds guided selling: you name a dialogue (e.g. a gift finder), write the questions and branch the logic, with AI suggesting questions, answers, and translations, and each path ends on a pre-filtered results page. It’s a self-configured layer on top of your catalog. What it doesn’t include is a consumer-research foundation. The questions reflect what your team (helped by AI) decides to ask, not verified research into what shoppers in the category actually weigh.
Outfindo’s Product Guide is a research-grounded advisor. First, we decode, per category, which parameters customers actually care about and why (desires, expectations, pain points, segments). Then we source and verify the product data per SKU. Feed-first, cross-checked against the open web, with provenance on every value, including the unique goals-and-intent and product-boundary layers that decide whether a product is the right fit. You upload your feed; we ship a working guide grounded in what actually drives the decision.
Creating effective product data enrichment means delivering the information customers are looking for in a way they understand, so they can confidently purchase. Outfindo combines customer behavior insights with comprehensive product knowledge to ensure your product data is both accurate and meaningful. How exactly do we achieve this?
An optimized research-driven guidance flow. Beacon dives into customer insights, uncovering patterns in decision-making processes across any product category, crafting a guidance flow that will optimize the customer journey from inquiry to purchase.
Automated customer behaviour analysis
Key topics, insights and needs
The right question for guidance
Forget managing product data manually! Diver, guided by Beacon, plunges into deep data depths, pulling out product specs in real time—straight from the manufacturers—and giving them a nice polish. That means your product descriptions are always up to date, enhanced, and human. All that time you sunk copy-pasting can now be used to help your customers make informed decisions. Your customers will thank you.
Automated product identification
Autonomous manufactured data gathering
AI enhanced product data
