01
User control
Helpful—not intrusive
The design lets users choose categories, frequency, ownership evidence, price range, and whether to show a comparison.
- Opt-in categories
- Pause per site
- No checkout interception
- Minimal browsing data
No displayed listing, review, partner, offer, price, availability, or outcome should be treated as real.
How facts and examples are separated ↗Browser utility
Black-owned alternatives, in context.
A proposed browser extension that can surface verified Black-owned alternatives while someone shops online.
Every detected product, alternative, ownership claim, rating, and merchant relationship is an example. No extension has been distributed.
02
Match quality
Alternative does not mean equivalent
Production comparisons must match function, size, formula, price, shipping, availability, and evidence—not just category.
- Ownership source
- Functional match
- Price and shipping
- Commercial disclosure
Authenticity contract
Structure can be complete before claims are real.
Where genuine evidence exists, the site publishes it with source, vintage, identifier, and limitation. Where a marketplace, review, recommendation, partnership, price, benefit, event, or score lacks real-world support, the interface remains a clearly labeled example.
Audit genuine datasets ↗Read the commercial firewall ↗