Nicheloom

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Explore what the browser exposes about you

Details

External ID
46037031
Source
HN
Company
—
Product
Explore what the browser exposes about you
Website domain
github.io
Launched
Nov. 24, 2025
Cohort
—
Upvotes
275
Upvotes percentile
0.9694323144104804
Tags
—
Fetched at
Sept. 7, 2026, 9:25 p.m.
Updated at
Sept. 7, 2026, 9:25 p.m.

Description

I built a tool that reveals the data your browser exposes automatically every time you visit a website.GitHub: https://github.com/neberej/exposedbydefaultDemo: https://neberej.github.io/exposedbydefault/Note: No data is sent anywhere. Everything runs in your browser.

Enrichment

Theme
proxy, dns, and networking tools
Vertical
Security
Function
Observability & eval
Audience
B2C
AI stance
Not AI
Project type
Hobby / open-source project
Normalized one-liner
browser privacy exposure visualization
Manually corrected
False

Could you build this?

Yes This is a single-page client-side web application that reads standard browser APIs (navigator, screen, WebGL) and displays the collected metadata in a dashboard.

Discussion

20 comments analyzed.

Competitors mentioned: amiunique.org, Cover Your Tracks (EFF tool), Brave browser

Concerns raised: Fingerprint ID changes on every refresh, making results unreliable, Includes unstable features like canvas/audio that fluctuate between reloads, Lacks representative population dataset for accurate uniqueness comparison, Poor visualization and interpretation of results for users, iOS version detection inaccurate (showing iOS 18.7 for iOS 26)

Feature requests: Show distribution/density plots of fingerprint values, Add visualization comparing user fingerprint to population, Let users adjust settings and preview improved fingerprint results, Only use stable fingerprint features, not fluctuating ones, Suggest specific changes users should make

Competitors

Other products that read as similar to this one — 43 launches clear the similarity bar, closest 8 shown.

Attention rank: #4 of 44 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Looks like the first mover among its competitors.

Other launches for this product

Same idea, different domain

Nobody's really built a observability & eval tool for Media & entertainment yet.