Intent data
Signals about what a customer wants right now, captured while they are deciding rather than after they leave.
A Product Discovery Framework That Reduces Choice Overload
More choice does not lead to better decisions; better structure does. The fix for choice overload is a three-step product discovery framework: ask to understand intent, filter out what does not fit, then recommend a small, confident shortlist. Starting with declared intent also solves cold-start personalization for anonymous, first-time visitors.
The Cold-Start Problem in eCommerce (and How AI Solves It)
The cold-start problem is when personalization fails because a new visitor has no browsing history to draw on. AI solves it by collecting declared, real-time signals such as swipes, preferences, and goals instead of past behavior, building a relevant shortlist in a few answers. Roccai's guides do this cookieless and GDPR-compliant, working from the first visit.
How to Tackle “The Messy Middle” with Personalization and AI
The Messy Middle—where shoppers compare, hesitate, and abandon—is won by guiding uncertain visitors to confident decisions, not by adding more products. Roccai's AI-powered Product and Inspiration Guides ask targeted questions, deliver relevant shortlists, and capture cookieless Zero-Party Data, turning indecision into clarity across every channel without relying on third-party tracking.
Product Guide vs Inspiration Guide: What's the Difference?
A Product Guide and an Inspiration Guide solve two different problems. The Product Guide asks decision-based questions to narrow choices for shoppers who already know what they want, driving fast conversions. The Inspiration Guide uses preference-based questions to suggest ideas for exploratory browsers. Choose based on whether your audience arrives with intent or seeks inspiration.
Choice Overload is Real — But You Can Guide the Way
Choice overload is real: too many options make people hesitate, abandon, or regret decisions, and that drags down conversions. The fix isn't fewer choices, it's better guidance. Roccai's interactive guides ask a few smart questions to filter or inspire, so customers navigate their options with confidence and actually complete the action.