K&F Concept Push In Fit Variable ND2-32 Filter Compatible with DJI Osmo Action 5 Pro, Neutral Density Light Reduction Filter for Osmo Action 4/3, Multicoated HD Optical Glass Action Camera Accessories
As an Amazon Associate I earn from qualifying purchases.
Review Analysis Results
Analysis Summary
The review set shows moderate authenticity concerns with a 28% estimated fake percentage. Analysis reveals: 1) Strong verification rate (15/16 verified purchases) is positive, 2) Extreme rating bias with 13/16 reviews at 5-stars (81%) and only one 3-star review, suggesting potential review manipulation, 3) Multiple reviews contain nearly identical phrasing about 'push-in fit' and DJI Action compatibility, 4) Several reviews appear overly promotional with excessive exclamation points and marketing language, 5) However, the presence of critical feedback (tight fit, vignetting issues, case size complaints) and varied writing styles provides some authenticity balance. The product appears legitimate but likely has some incentivized or artificial positive reviews.
Review Statistics
About Review Data Collection
We extract as much review data as Amazon makes available at the time of analysis. The amount may vary due to Amazon's rate limiting, regional restrictions, or other factors. Our analysis is based on the reviews we successfully collected.
Want to analyze more reviews? Install the Null Fake Chrome extension to capture and analyze additional reviews as you browse Amazon.
Free, quick to install, and works on Chrome, Edge, Brave, and other Chromium browsers.
Price Analysis
Price analysis pending
Price insights will be available shortly.
Understanding This Analysis
What does Grade C mean?
This product has moderate review authenticity concerns. A notable portion of reviews show suspicious patterns. Consider reading reviews carefully before purchasing.
Adjusted Rating Explained
The adjusted rating (4.10 stars) represents what we estimate this product's rating would be if fake reviews were removed. This product's adjusted rating is lower than Amazon's displayed rating (4.73 stars), suggesting positive fake reviews may be inflating the score.
How We Detect Fake Reviews
Our AI analyzes multiple factors: language patterns (generic vs. specific), reviewer behavior (history, timing), temporal anomalies (review clusters), verification status, sentiment authenticity, and statistical outliers. No single factor determines a review is fake - we look at the combination of signals.
Important Limitations
No automated system is perfect. Sophisticated fake reviews can evade detection, and some genuine reviews may be incorrectly flagged. Use this analysis as one data point in your purchasing decision, not the only factor. Reading actual review content yourself is always valuable.
