B2B Poses Unique Brand Visibility Challenges for Agentic Commerce
McKinsey — 2026 — Market Research
The article discusses the unique challenges of brand visibility in B2B agentic commerce, highlighting the differences between consumer and business buying behaviors. It emphasizes the need for a B2B-specific framework that accommodates the complexities of procurement processes, which often involve multiple stakeholders and automated evaluations. Key insights include the importance of structured trust signals and the necessity for brands to adapt their representation to be effectively evaluated by procurement agents.
Key Statistics
- Generative-AI-referred traffic to US retail sites grew roughly 690% year over year across the 2025 holiday season.
- McKinsey estimates conversion from AI-generated product recommendations at about 4.4 times that of traditional search.
- 58% of consumers have already replaced traditional search engines with generative-AI tools for product recommendations.
Key Takeaways
- B2B brands must ensure their trust signals are structured and machine-readable to avoid being filtered out in procurement processes.
- Brands should focus on enhancing their agent-addressable representation to engage effectively with procurement agents.
- Understanding the multi-stakeholder nature of B2B buying can help brands tailor their marketing strategies to meet specific procurement requirements.
Cite as: McKinsey. (2026). B2B Poses Unique Brand Visibility Challenges for Agentic Commerce. Retrieved from https://research.agilebrandguide.com/research/b2b-poses-unique-brand-visibility-challenges-for-agentic-commerce