Natural-Language Search
Describe the job to be done — get matched tools instantly.
Discovery · AI Live
AI Fyndr
An AI-powered discovery platform that helps people find the right digital tools and deals in seconds.
ReactTypeScriptSupabaseAI SearchPWAAffiliate APIs
Demo
See it in action.
A quick walkthrough of the product experience.
Demo video coming soon.
Live Demo
Experience the application yourself.
Open the live project in a new tab and explore its available features.
This project may still be under active development. Some features may require an account or use demonstration data.
Overview
What this project is.
AI Fyndr is an AI-powered product and tool discovery platform. It helps users find suitable digital tools for a task, compare options side-by-side, and surface useful deals — without wading through stale directory sites.
Business Problem
The challenge.
The AI tool landscape changes weekly. Generic directories go stale, SEO-heavy blogs drown out real options, and users end up guessing which tool actually fits their use case.
Solution
How we solved it.
AI Fyndr uses natural-language search plus role- and use-case-aware recommendations to surface the best-fit tools instantly. Comparisons, curated collections, and shareable toolkits keep discovery useful over time.
Key Features
What's inside.
The core capabilities that make this product useful in the real world.
Personalized Recommendations
Suggestions tuned to your role and use case, not generic top-10 lists.
Side-By-Side Comparisons
Compare tools on the features that actually matter to your workflow.
Curated Deals & Collections
Hand-picked collections and affiliate-powered deals worth using.
Save & Share Toolkits
Tag, save, and share your own toolkits with your team.
Keyboard-First UX
Desktop command palette for fast, keyboard-driven discovery.
Gallery
A closer look.
Screenshots across desktop, tablet, and mobile.
Screenshots coming soon.
Development Process
From research to continuous improvement.
Research
Understand users, goals, and constraints.
Planning
Scope, milestones, and success metrics agreed together.
UI Design
Clean, on-brand interfaces designed for real workflows.
Development
AI-augmented engineering with weekly, demoable progress.
Testing
QA, performance, and security hardened before launch.
Continuous Improvements
Iterate on real feedback after launch.
Technology Stack
Built with a modern, reliable stack.
ReactTypeScriptSupabaseAI SearchPWAAffiliate APIs
Project Value
Why this matters for the business.
- Cuts tool-discovery time from hours to seconds
- Recommendations grounded in role and use case
- Deals and collections keep discovery useful long-term
- Works beautifully on phone, tablet, and ultra-wide desktop
More work
Related projects.
Other products in the portfolio you might want to explore.
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