Observed arrival · 2026-10-31
The Bias Index counts red flags in SaaS comparison pages
A searchable index scores companies’ comparison pages for patterns that may favor the company over its rivals.
○Open
⊠Login
$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- People comparing SaaS products
- Worth noticing
- The index reports 7,778 comparison pages across 166 companies and groups flags by both total count and per-page rate.
Field notes
The lookup accepts a company name or website and exposes company-level totals alongside per-page rates. A separate table labels firms with one flag per page or fewer as fair, while a chart compares page volume with flags per page. The homepage reports 16,496 flags across its listed coverage; the extracted text does not describe how individual flags are verified.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
One card from the complete issue