Spotting the Phantom Reviewer
The vast majority of top-ranking product reviews are written by people who have never touched the product. Here is how we detect them.
1. The 'Pros & Cons' Spec Match
If the 'Pros' list perfectly matches the manufacturer's spec sheet (e.g., "features an advanced 4K processor"), and the 'Cons' are minor inconveniences ("only comes in 2 colors"), the review is likely a rewritten press release.
2. Lack of Original Photography
A real review has bad lighting, dust on the product, and shows it in a messy room. If every image is a perfectly lit, white-background render, the author has never held it.
3. The 'Embargo Dump'
When a product's embargo lifts at 9:00 AM EST, and 50 reviews are published at 9:01 AM claiming "3 months of rigorous testing", check the shipping dates. Often, the units didn't leave the factory until 10 days prior.
Frequently Asked Questions
Can AI spot fake reviews?
Yes. Our Review Authenticity Scorer uses NLP to find repeating press-kit phrases across multiple URLs.
Are Amazon reviews reliable?
No. Up to 40% of reviews in high-margin categories (cables, supplements) are generated via rebate networks.