Product Authenticity
2 articles

Product Reviews
AI reshapes online reviews, eroding consumer trust in product authenticity
As of 2023, Yelp disciplined over 4,900 businesses for manipulating customer reviews, exposing a critical battle for online authenticity.
Victor Hale·September 1, 2026

Technology
AI-Generated Deception: Why Ethical Guardrails Are Non-Negotiable for Product Reviews
The proliferation of AI in product reviews presents a direct threat to the foundation of e-commerce, making the proactive implementation of ethical guardrails an urgent necessity for maintaining consumer trust.
Victor Hale·April 10, 2026