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Traffic Torch – A fast, client-side SEO analysis suite built with Vite, Tailwind, Alpine.js, and TensorFlow.js. Features AI-content probability detection, UX frustration signals, intent alignment, topical authority gaps, predictive rank health, E-E-A-T checks, core vitals, and shareable reports.

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Traffic Torch 🔥

Instant 360° SEO + UX Health Scanner
Fast, fully client-side tool that analyzes any website for SEO health, Performance, UX frustration signals, AI-content probability, E-E-A-T signals, intent alignment, topical authority gaps, predictive rank health, and more — with educational metric explanations, plugin solutions and shareable results.

Live site: https://traffictorch.net

Vite Tailwind CSS Alpine.js TensorFlow.js PWA Cloudflare Pages Dark/Light mode

Traffic Torch Homepage & Analysis Interface

✨ Core Features (2026 standards)

  • Enter any URL → get instant client-side audit (no backend needed)

  • SEO & UX score (0–100) with breakdowns:

    • Performance
    • On-page SEO signals
    • Mobile usability & accessibility
    • AI-generated content probability (via TensorFlow.js models)
    • UX frustration signals (layout shifts, slow interactions, etc.)
    • Search intent alignment check
    • Topical authority & content gap hints
    • E-E-A-T basic signals
    • Predictive rank health estimate
  • Educational metric explanations — helps users actually understand & fix issues

  • Clean day / night mode (text: gray-800 light / gray-200 dark)

  • Fully responsive + PWA-ready (installable, fast loading)

  • Shareable report links / visuals

  • Modular tools structure (separate deep-dive views for keyword, local SEO, intent, etc.)

    Screenshots

SEO UX Dashboard

SEO Health Radar

🛠 Tech Stack (latest 2025–2026 client-side focus)

Layer Technology Purpose
Build tool Vite Lightning-fast dev & builds
Styling Tailwind CSS Utility-first, responsive design
Interactivity Alpine.js Lightweight reactive UI
AI/ML TensorFlow.js Client-side AI-content detection
PWA manifest.json + sw.js Installable, offline-capable shell
Deployment Cloudflare Pages Free, global edge, auto HTTPS
Analysis Native Fetch + DOM APIs Client-side page fetching & parsing

MIT © traffictorch 2026

🐛 Contributing, Reporting Bugs or Issues

Keen to improve Traffic Torch? See our CONTRIBUTING.md for guidelines on bugs, features, code, docs, and more!

Found a bug in analysis results, mobile rendering, dark mode glitch, wrong score, etc.?

→ Open a Bug Report using our template:
Bug Report

This guides you to include steps, URLs, and screenshots so we can fix it fast.

For questions, ideas, or general feedback → use Discussions instead.

Star ⭐ if this helps your SEO/UX workflow — feedback welcome via issues.

Made in Australia with ❤️ for site owners, indie devs, and SEOs who want fast, honest, private audits. PRO version coming soon (",)

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Traffic Torch – A fast, client-side SEO analysis suite built with Vite, Tailwind, Alpine.js, and TensorFlow.js. Features AI-content probability detection, UX frustration signals, intent alignment, topical authority gaps, predictive rank health, E-E-A-T checks, core vitals, and shareable reports.

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