AI by industry
Personalized Recommendations + Universal Commerce Protocol = Sales in New AI Interfaces.
The next wave of e-commerce isn't bought on a website. It's bought in conversation with an AI assistant.
In short
For e-commerce, AI brings two layers: personalized recommendations that consider behavior, context, and real-time stock (typical impact +200% sales in 90 days) and migration to Universal Commerce Protocol (UCP — standard protocol through which AI assistants can search and buy products directly, without the user visiting the website) — the protocol through which AI assistants (ChatGPT, Claude, Gemini) can sell your products directly, without the user visiting your website.
- Personalized recommendations based on behavior + context + stock
- Migration to Universal Commerce Protocol (UCP)
- Visibility in ChatGPT Shopping, Claude, Gemini
- Real results: +200% sales (recs), 3× AI sales (UCP)
Why UCP is the most important bet of 2026
OpenAI, Anthropic, and Google are standardizing the Universal Commerce Protocol — the interface through which AI models can search, compare, and buy products directly, without redirection. Whoever presents their UCP-compliant catalog first catches the initial wave of sales "through conversation." Those who delay become invisible to AI assistants.
Real case — European D2C (Direct-to-Consumer — direct sales to consumers, without intermediaries) brand, 3× AI sales
UCP migration for a European direct-to-consumer brand: catalog adapted to the standard schema, enriched attributes, integration with stock and payment systems. After 90 days: 3× sales through AI channels and a 200% increase in on-site recommendations.