Is Your AI Hallucinating? vs Primereviewspro

How our white-box proxy model gives you a per-token hallucination score, including exactly what it costs.

The patterns that reveal manipulated Amazon reviews, and how to check them. Free checker included - paste the review text, or let the extension read the page you are...

About Is Your AI Hallucinating?

How our white-box proxy model gives you a per-token hallucination score, including exactly what it costs. We ship an API that returns a hallucination score for every token that a frontier language model generates. Before describing how it works, here is the most important thing about it: the percentage score that we return is not actually the probability that the token is wrong. The obvious problem is that frontier models do not expose the hidden states that we would need to probe to reveal their thoughts.

About Primereviewspro

The patterns that reveal manipulated Amazon reviews, and how to check them. Free checker included - paste the review text, or let the extension read the page you are already on. No signup. Fakespot shut down in 2025, here is what replaced it. The average star rating is the wrong number to look at. The shape of the rating distribution is what tells you whether 2,400 reviews are real or engineered. Here are the 7 distribution patterns that reveal manipulated listings, explained plainly, with a free analyzer at the end that runs all 7 against any Amazon URL in under 10 seconds.