Reviews measures the quality, quantity, recency, and consistency of customer reviews available to AI in a machine-readable form.
Machine-readable reviews give AI verifiable evidence of satisfaction. Star images a human sees do not count unless AI can parse them.
Reviews is one of the five signals of AI Trust, Layer 03 of the AI Commerce Intelligence Framework™. Trust is the gate before recommendation: weak signals here pull a business out of the running even when everything below is strong.
Reviews is a signal of AI Trust, Layer 03 of the AI Commerce Intelligence Framework™, the layered model for how AI systems discover, understand, trust, recommend, and route customers to businesses.
Get your free AI Commerce Score in 10 seconds and see where you stand across every layer and signal.
Get My Free AI Score