AI Face Score

Browser-local AI facial harmony analysis. MediaPipe FaceMesh 468-point geometry scoring — your photos never leave your device.

What is this?

A collection of browser-based facial geometry tools. All processing happens client-side — no images are uploaded to any server.

aifacescore.com — Facial Harmony Scoring

Upload a front-facing selfie and get a 0–100 Facial Harmony Score in under one second.

Free tier:

• Overall harmony score + population percentile
• Four dimensions: Symmetry, Golden Ratio, Feature Proportions, Contour Balance
• Radar chart visualization
• Shareable result card (JPG)

Premium ($1.99 / $4.99 / $6.99):

• Multi-page A4 PDF report
• Raw geometric measurements (eye/nose/mouth/jaw ratios)
• Dimension-by-dimension breakdown
• Personalized styling & photography suggestions

aifaceanalyze.com — Raw Geometry Explorer

Free companion tool. No score, no judgment — just raw facial geometry data.

• 468-point landmark visualization with toggleable layers
• 16+ measurements: symmetry, thirds, fifths, golden ratio, eye/nose/mouth/jaw proportions
• Face type classification (Oval, Round, Square, Heart, Oblong)
• Downloadable share poster
• Angle warning for non-frontal photos

nicheaitool.com — AI Tool Comparison & Calculators

AI tool reviews, comparisons, and free SaaS calculators.

• 13+ free calculators: SaaS Revenue, ROAS, CAC, Churn, MRR Growth, ROI, LTV:CAC, and more
• AI tool comparison pages and alternatives guides
• SEO-focused content site

hearthveilpress.com — Digital Publishing

Independent digital publisher. Ebooks, templates, and long-form content.

• 21+ ebooks across fiction and non-fiction
• EPUB + Markdown formats
• Digital templates and guides

Tech Stack

Layer	Technology
Face detection	MediaPipe FaceMesh (@0.4.1633559619)
PDF generation	jsPDF 2.5.1
Styling	Tailwind CSS (static build)
Hosting	Cloudflare Pages
Backend	None — 100% client-side
Payment	PayPal Smart Buttons

How It Works

1. User uploads a photo
2. MediaPipe FaceMesh runs in-browser via WebAssembly
3. 468 facial landmarks are extracted
4. Geometry engine computes symmetry, golden ratio, proportions, and contour balance
5. Scores are calibrated against a 5,000+ face dataset
6. Results render instantly — no server round-trip

Privacy

• Photos never leave your browser. All image processing happens locally via WebGL/WebAssembly.
• No accounts, no tracking cookies, no data collection.
• Premium credits are stored in localStorage.
• The only external requests are: MediaPipe CDN (model files), PayPal (payment), and Cloudflare Insights (anonymous page stats).

Local Development

# Clone
git clone https://github.com/bite-arcade/aifacescore.git
cd aifacescore

# Serve locally (any static server works)
npx serve .
# or
python -m http.server 8080

Then open http://localhost:8080.

Note: MediaPipe requires HTTPS or localhost. file:// protocol will not load the model.

Project Structure

aifacescore-site/
├── index.html          # Main site (scoring + PDF)
├── styles.css          # Tailwind static build
├── logo.png            # Brand logo
├── hero-banner.webp    # Hero visual
└── og-cover.webp       # Social share image

aifaceanalyze-site/
├── index.html          # Analysis tool (landmarks + measurements)
├── styles.css
└── hero-banner.webp

Testing Premium Features

Premium reports can be tested without payment:

1. Open the browser console (F12)
2. Run: localStorage.setItem('previewMode', '1')
3. Refresh the page
4. Upload a photo — premium report unlocks automatically

To disable: localStorage.removeItem('previewMode')

License

MIT — free for personal and commercial use. MediaPipe and jsPDF have their own licenses.

Links

• aifacescore.com
• aifaceanalyze.com
• nicheaitool.com
• hearthveilpress.com