StarSkew vs Unclickbait

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

StarSkew compared with Unclickbait
Detail	StarSkew	Unclickbait
What it does	Chrome and Edge extension that flags Amazon listings with unusual review patterns	Replace clickbait thumbnails on YouTube with frames from the videos themselves
Stage	Not given	Not given
Founded	Not given	Not given
Based in	US	Not given
Pricing model	Free	Free
Pricing	Not given	Not given
Key features	Three-verdict badge system (Looks Genuine, Mixed Signals, Unusual Patterns) No account or login required Published thresholds and methodology Privacy-focused with IP pseudonymization Works on Chrome and Edge browsers	Shows frame from the middle of each video Available for Chrome and Firefox
What makes it different	Uses only public rating data, never accesses user accounts or payment information All thresholds and methodology are published for transparency No account, sign-in, ads or analytics required Independent tool not affiliated with Amazon	Sees what videos actually show before clicking instead of clickbait images Uses YouTube's own frame data already available on the platform
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	1 no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	0	0
Citation Flow (Majestic)	22	0
Referring domains (Majestic)	21	0

4 details filled in for both companies.