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Pythonmastery.io

Free online Python IDE with 80+ lessons for students, professionals & data scientists. Code instantly — from Python basics to AI & machine learning. No setup needed.

62% unique tagline

www.pythonmastery.io · Added April 8, 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.
8.0
StackScope Score
Excellent
55/100 Vibe Score
Many AI signals
100/100 Launch Readiness
Launch ready
neutral
AI Stance
No AI stance declared

Tech Stack (15)

Infrastructure
HSTS Security http_header_name
Netlify Hosting http_header_name http_header_value
NS1 DNS ns_host
Build & Framework
Google Fonts Font link_href
ipapi Geolocation csp_allowed_host
jsDelivr Package CDN link_href
Pyodide JavaScript framework csp_allowed_host
Tailwind CSS CSS framework csp_allowed_host link_href script_src structural_signal
Analytics & Marketing
Google Ads Advertising csp_allowed_host iframe_src script_src
Google AdSense Advertising iframe_src link_href script_src
Google Analytics Analytics cookie_name csp_allowed_host script_src
Google Search Console Seo meta_name
Google Tag Manager Tag management csp_allowed_host link_href
Business Tools
FormSubmit Forms csp_allowed_host
Other
Open-Meteo Weather csp_allowed_host

Infrastructure

Hosting
AS16509 · US
SSL Certificate
Let's Encrypt
Expires 9 May 2026 (27d)

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
Conventional landing-page palette +5
Distinctive copy style +5
Distinctive iconography conventions +5
Source-code structure conventions +5
Distinctive CSS conventions +15

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

96% unique
Mentions:
Cookies

Security Headers (5/6)

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

Performance

2240ms response time
Faster than 2% of sites
8 third-party domains loaded

Build

HTML minified
6 JS files
8 Third-party domains
Is this your site? 3 tips to improve your score
- Add a /.well-known/security.txt so security researchers can reach you. Learn more
- Consider adding a llms.txt file to help AI models understand your site. Not yet a standard, but gaining adoption. Learn more
- Your site has structural patterns commonly associated with AI code generation. Customising templates, comments, and default styles can make it feel more unique.
Embed this score on your site
StackScope Score
<a href="https://stackscope.dev/launch/a2r8zsjn/pythonmasteryio"><img src="https://stackscope.dev/badge/a2r8zsjn.svg" alt="StackScope Score" height="28" /></a>