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BBoxML

BBoxML is a browser-based bounding box annotation tool for YOLO and COCO datasets, with AI-assisted labelling, visible pricing, and fast export for solo developers and small teams.

88% unique tagline

bboxml.com · Added April 7, 2026 · Last analysed April 10, 2026· via Product Hunt

This analysis is a snapshot taken on 10 April 2026. The site may have changed since then and results may not reflect its current state.
7.3
StackScope Score
Good
10/100 Vibe Score
Few AI signals
100/100 Launch Readiness
Launch ready
open
AI Stance
Welcomes AI crawlers

Tech Stack (9)

Infrastructure
Envoy http_header_value
Firebase App Hosting txt_prefix
Google Cloud http_header_name
Google reCAPTCHA cookie_name iframe_src script_src
HTTP/3 http_header_value
Vercel DNS ns_host
Email
Google Workspace mx_host
Build & Framework
Expo script_src
Analytics & Marketing
Google Search Console txt_prefix

Infrastructure

Hosting
AS15169 19527 · US
SSL Certificate
Google Trust Services
Expires 13 Jun 2026
Domain Age
1 month
Registered Mar 2026 · Name.com, Inc.

Readiness Breakdown How?

Favicon present
Open Graph tags (title, image, description)
Canonical URL declared
Responsive viewport meta tag
Custom title and meta description
Twitter card meta tags
Semantic HTML (nav, main, article)
Privacy policy page present
- Source maps not exposed in production
- Error tracking service installed

Vibe Score Breakdown How?

SignalPoints
Visual design patterns +5
Writing style patterns +5

This score is based on structural patterns and is not definitive. Many legitimate sites may trigger signals, and AI-built sites may go undetected. It should be treated as an indicator, not a verdict.

Well-Known Files

llms.txt
security.txt
ads.txt
humans.txt

Legal

94% unique
Mentions:
Cookies

Security Headers (0/6)

Referrer-Policy
X-Frame-Options
Permissions-Policy
X-Content-Type-Options
Content-Security-Policy
Strict-Transport-Security
X-XSS-Protection (legacy)

Performance

151ms response time
Faster than 77% of sites
3 third-party domains loaded

Build

HTML minified
3 JS files
3 Third-party domains
Is this your site? 2 tips to improve your score
- Add a /.well-known/security.txt so security researchers can reach you. Learn more
- Improve your security headers. Scan your site at securityheaders.com to see what's missing.
Embed this score on your site
StackScope Score
<a href="https://stackscope.dev/launch/xviypwh6/bboxml"><img src="https://stackscope.dev/badge/xviypwh6.svg" alt="StackScope Score" height="28" /></a>