The consumer reasoning layer for commerce
We harvest verifiable consumer insights and turn them into the structured decision layer commerce needs. For human surfaces today, for AI agents tomorrow.














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4,700 %
AI-sourced e-commerce traffic
YoY growth · Adobe/ McKinsey · July 2025
84 M
Weekly shopping queries on ChatGPT
US only · OpenAI · 2026
38 %
Of european consumers use gen ai to research and decide on purchases
Europe · McKinsey · 2025
Veronica, a customer of Duijvestein, purchased skis effortlessly with our Product Guide.
Guide them every step of the way with our guided selling solution.
E-commerce just shifted from search to reasoning. People don't browse anymore – they ask. But the structured consumer-decision layer agents need to answer them doesn't exist yet. No incumbent has built the index of consumer decisions. We have.
Consumer Research
Where it all begins
We decode how your customers actually think: which parameters matter, in plain language, ranked by purchase impact. Everything else is built on it.
PDP Content System
Product data, enriched & verified
Machine-readable data that AI agents can actually reason with, and use to make recommendations. Clear copy that translates technical specs into your customers' language. Always up to date.
Product Guide
Guided selling that actually understands your customer
A research-driven flow that asks the right question at the right moment. Guidance for your customers every step of the way. From first click to purchase.
Outfindo harvests consumer voice from blogs, forums and reviews at scale, then scores what actually drives the decision, uncovering the patterns behind how customers choose in any product category, ranked by purchase impact. This is the demand moat: the one core intelligence every surface is built on.
Key parameters, ranked by purchase impact
Consumer voice, harvested at scale
The right question for guidance
Forget managing product data manually. Outfindo verifies every parameter per SKU against a real source. Your feed first, then the web. No source, no claim. Then the render ships it to every surface: PDPs, guides, organic search and AI agents. Always up to date, enhanced, human, and provable.
Per-SKU verification
No source → no claim
Rendered to every surface PDP

Upload your product feed, and let our AI align your products with your customers' needs. In just a few minutes, you'll have a guided selling solution ready to deliver tailored shopping experiences.
We take care of everything – matching your products with the right questions based on customer insights. Our guidance flow seamlessly connects their needs to the perfect choice.
It's quick, intuitive, and hassle-free for you. With our 30-day free trial, you can see the results yourself – no commitment, just smarter, seamless shopping for your customers.

Don't let bad data hide your best products. Let us run a diagnostic on your current product feed, and we will show you exactly where you are missing the opportunities to win in Agentic Commerce.
Get My Free Data Sample