Before Q4, it’s worth checking not only whether Google understands your offer, but also whether AI systems can interpret it correctly. According to the “E-commerce in Poland 2025” report, 53% of surveyed internet users use AI tools during the purchasing process, while 19% do so frequently.
What Should Be Clear to Search and AI?
- Offer – what the product or service is and who it is intended for.
- Use case – in which situations it addresses the user’s needs.
- Differences – what sets it apart from other available options.
- Specifications – variants, specifications, price, and availability.
- Relationships – connections between products, categories, and services.
- Credibility – information that demonstrates the brand’s experience and authority.
Structured data helps search engines interpret website content, but the technical layer alone isn’t enough. Your content should provide specific information that AI systems can use when comparing offers and answering users’ questions.
Before Q4, the question is no longer simply: “Can users find our offer?” Increasingly, you also need to ask:
“Does our brand appear when users ask AI to compare options, recommend a solution, or help them make a choice?”