The way consumers search for products is changing dramatically. Instead of the traditional, rigid six-word queries used on standard search engines, buyers now enter detailed, “fuzzy” 24-word questions that are rich in context and use cases.
In this episode of Conversations with MarTech, we sit down with Lucas Tieleman, CEO and co-founder of Opiversal, to explore the profound impact of AI search engines and large language models (LLMs) on online shopping.
Our conversation delves into how native AI technology bridges the gap between natural language search and traditional retail catalogs, and what it means for the future of e-commerce.
We discuss the rise of agent technology, explaining why bots – not humans – are behind a massive increase in web traffic, how retailers can adapt their product feeds, and why the ultimate marketing lie is the obsession with finding just “one right answer.”
Highlights of the episode
The growing research gap: Consumers no longer feel the need to “dumb down” their search queries. They expect search platforms to inherently understand their context, personal brand preferences, and specific family dynamics.
The evolution of demand: Traditional Google searches averaged six words, while the average LLM-based query spanned approximately 24 words, complete with conversational adjectives and specific use cases.
Websites as living organisms: With AI reducing the incremental cost of content creation, retailers can now create and manage personalized landing pages at scale to meet changing social trends and natural language queries.
The reality of Agent Shopping: While autonomous AI agents are not yet making actual purchases for consumers, they are still strongly driving search traffic. “Bot traffic” is surging as LLMs crawl retail sites to respond to user requests, changing how marketers view impressions versus sales.
Feeds matter more than ever: To remain discoverable, retailers must prioritize feeding highly structured data, conversational attributes, and detailed FAQs directly into AI and advertising platforms.
The biggest lie in marketing: Lucas shares his belief that the industry is falsely obsessed with finding a single right answer. In reality, modern technology allows marketers to test multiple paths and fail to efficiently find what works best.
Episode guide
00:00 Introduction
00:33 Meeting with Lucas Tieleman
03:20 What’s different about the way consumers shop online today?
05:49 “The same product can be different things to different people.”
08:10 How do changes in purchasing behavior impact retailers and marketers?
10:13 What were the limitations of the “old way” of creating catalogs and product pages?
2.32pm Will we finally see people using AI agents to make purchases?
9.05pm What’s the biggest lie the marketing industry tells itself?
9.45pm “With the technology you have now, you can make mistakes much more efficiently.”
10.35pm “Apple is proof that UX and design are important; Amazon is proof that they are not”
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