Inline scam warnings
ClariFi scans the live page, highlights risky elements, and explains the warning in plain language.
Chrome extension MVP
Scam detection that points to the exact thing that looks wrong.
ClariFi scans webpages as you browse, highlights suspicious elements inline, and explains why they might be dangerous before you click, pay, or enter private information.
claim-rewards-now.example
Rewards verification center
Your $750 reward expires in 04:59
Complete the quick verification below to keep your spot. This page is reserved for selected visitors only.
Identity verificationCard number, SSN, and phone required.
Secure partner checkoutVisible link destination does not match.
What it does
Built around explanations, not vague trust scores.
Page risk summary
The popup shows the risk level, top flags, URL signals, and recommended next steps.
AI explanations
Optional deeper scans explain manipulation patterns in the visible page text.
Personal blocklist
Save sites you know are bad and have ClariFi warn you even if they are not on public blocklists.
Pricing
Start free. Upgrade only when you want more control.
Free
$0
For everyday browsing and basic scam awareness.
- Live DOM scam scan
- Inline highlights
- Popup risk summary
- Basic URL and blocklist checks
Pro
$4.99/month
For real-time protection, personalization, and deeper explanations.
- Higher AI explanation usage
- More real-time external checks
- Personal blocked sites
- Future family and advanced controls
Roadmap
From semi-real prototype to Chrome Web Store launch.
1Stabilize the MV3 scan pipeline, popup states, rescan behavior, and inline explanations.
2Connect Safe Browsing, PhishTank, and bundled known-bad domain checks.
3Add optional AI analysis through Vercel, with keys safely kept off the extension.
4Launch Free, add Pro accounts with Stripe and Supabase, then submit to Chrome Web Store.