Early access interaction-risk shield

ClariFi explains risky web interactions before you click, allow, download, or submit.

Built for students, families, and everyday internet users, ClariFi explains manipulative permission prompts, fake downloads, scareware popups, suspicious links, and sensitive forms. It is not a full antivirus.

Currently in beta. ClariFi may miss scams or flag safe pages.

ClariFi warning on a fake CAPTCHA notification permission trap demo
Real extension warning from a local, fictional demo page.

Risk hides in the next action

The manipulation often appears at the moment of action.

ClariFi stays quiet during ordinary browsing and explains the pattern when a page pushes you to click, download, sign in, grant permission, or submit sensitive information.

Fake CAPTCHA pages asking for notification permission
Fake download and browser-update buttons
Scareware and support-scam overlays
Suspicious credential or payment forms
Links that do not go where they appear to go
Forced VPN, player, or extension installs

How it works

Quiet until a risky interaction matters.

01

Browse normally

ClariFi stays quiet on normal pages like search results, articles, inboxes, and discussions.

02

A risky moment appears

It checks links, popups, forms, permission prompts, redirects, and downloads when they become relevant.

03

Get a clear warning

Before you click, type, download, or allow something, ClariFi explains what looks risky.

What it checks

Focused on the moments that can lead to loss.

01

Notification permission traps

02

Fake downloads and updates

03

Scareware and support popups

04

Suspicious links and redirects

05

Credential and payment forms

06

Brand and destination mismatch

Demo screenshots

Real ClariFi warnings on safe fictional pages.

These screenshots use local demo pages and fictional brands so reviewers can see the actual warning experience without visiting live scam sites.

Calm browsing stays quiet

Calm browsing stays quiet

A normal fictional marketplace page with no risky permission, payment, or download pressure.

Suspicious login warning

Suspicious login warning

A credential form with account-pressure language and a mismatched collection endpoint.

Scareware download warning

Scareware download warning

A fake browser update page pushing a required download.

Payment warning with reasons

Payment warning with reasons

A sensitive payment form where ClariFi explains the concrete risk signals.

Fake CAPTCHA notification trap

Fake CAPTCHA notification trap

A page falsely tying notification permission to human verification.

Transparency by design

ClariFi does not visit suspicious links in your active session.

Pre-click checks use local interaction patterns, destination structure, blocklists, and hostname reputation signals without making your browser load the suspect site.

01

No hidden navigation

The candidate destination is never fetched directly merely to scan it.

02

Specific evidence

Warnings explain what happened, why it is suspicious, and what to verify independently.

03

Honest beta scope

ClariFi may miss threats or flag benign pages. It is not an antivirus or enterprise security replacement.

Privacy by design

Built to avoid creepy browsing surveillance.

ClariFi focuses on risky interaction moments. It is not designed to collect the sensitive information it helps protect.

No passwords collected
No payment details collected
No OTPs collected
No seed phrases collected
No form values collected
No private messages collected
No passive full-page text upload by default
No raw browsing-history dashboard

Curated beta safety checks

Measured against risky actions and false alarms.

124

Curated scoring fixtures passing

Local safety checks cover common risky and low-risk browsing patterns.

Quiet

Passive pages stay quiet

Normal pages and scam discussions remain Low unless a risky action becomes relevant.

Flagged

High-risk moments surface

Fake login pages, permission traps, and risky forms trigger clear warnings.

Careful

Hosted domains get context

Edge cases on shared hosts such as github.io and vercel.app are handled cautiously.

These are local test fixtures for common risk patterns, not a guarantee that ClariFi catches every scam.

Beta release

Help make the warnings clearer.

ClariFi is currently in beta. It may miss scams or flag safe pages. Feedback helps improve warning quality.

Install ClariFi

FAQ

Clear answers, no magic claims.

Is ClariFi AI?

ClariFi mainly uses local risk checks and optional AI-assisted explanation when configured. It should not be treated as a magic AI scam detector.

Does ClariFi read everything I browse?

No. ClariFi is designed to focus on risky interaction moments instead of passive browsing surveillance.

Does it collect passwords or form values?

No. ClariFi should never collect passwords, payment details, OTPs, seed phrases, or form values.

Can ClariFi miss scams?

Yes. It is a beta safety layer, not guaranteed protection.