FairSprint.com - Real-Time AI Etsy SEO Platform - Sell Project
Project Overview
FairSprint — AI-Powered Etsy SEO Optimization Platform (Web App + Chrome Extension)Live on Product Hunt -https://www.producthunt.com/products/fairsprint/launches/fairsprint?utm_source=other&utm_medium=socialMost Etsy sellers struggle to rank because the tools they rely on use static keyword databases, outdated search trends, and metrics that no longer match how Etsy ranks listings in 2025. Platforms like Marmalead and eRank still depend on old keyword models, while Etsy’s algorithm now rewar...
Detailed Description
FairSprint — AI-Powered Etsy SEO Optimization Platform (Web App + Chrome Extension)
Live on Product Hunt -https://www.producthunt.com/products/fairsprint/launches/fairsprint?utm_source=other&utm_medium=social
Most Etsy sellers struggle to rank because the tools they rely on use static keyword databases, outdated search trends, and metrics that no longer match how Etsy ranks listings in 2025. Platforms like Marmalead and eRank still depend on old keyword models, while Etsy’s algorithm now rewards recency, listing structure, and real competitive patterns taken directly from top-performing products.
FairSprint closes this gap by analyzing live public Etsy listings and generating optimized titles, descriptions, and tags based on what is ranking right now — not historical data.
Instead of guessing keywords or relying on outdated suggestions, sellers receive real insights extracted from the top 20 listings in their niche. FairSprint’s integrated Chrome Extension gathers public competitor data in seconds, and the AI transforms it into optimized SEO output that follows the patterns Etsy currently favors.
With FairSprint, sellers improve visibility using accurate, real-time listing intelligence and structured AI recommendations, all delivered in under 10 seconds with no manual research.
What FairSprint Solves:
Most Etsy sellers don’t rank well because:
They guess keywords instead of analyzing competitors
They rely on old data from outdated SEO tools
They don’t understand how successful listings structure titles, tags, and descriptions
Manual competitor research can take hours
FairSprint automates this entire workflow using live public Etsy data and structured AI analysis.
How FairSprint Works:
When a seller enters a product name (e.g., “clay cup”), FairSprint:
Generates the correct Etsy search URL
User opens the link → the extension activates
Extension collects the top 20 public competitor listings (titles, tags, prices, URLs)
Data appears instantly in the web app as clean JSON
Backend sends it to Llama 3
Llama 3 produces:
Optimized SEO title
Keyword-rich description
High-performing tags
Keyword patterns used by top sellers
Structured improvement recommendations
Users can copy, refine, and apply the results to their Etsy listings.
This entire process happens in under 10 seconds, replacing hours of manual analysis.
Key Strengths and Advantages:
1. Real, Current Etsy Data
Insights come from public competitor listings collected at the moment of use — not stale keyword databases.
2. AI Tailored for Etsy-Style Listings
The Llama 3 workflow understands how successful sellers structure:
Titles
Tags
Descriptions
Pricing
Keyword placement
Outputs are aligned with what actually ranks.
3. Faster Than Manual Research
The Chrome Extension collects and organizes competitor data instantly.
4. Immediate, Actionable Output
Titles, tags, and descriptions are ready to copy with clear reasoning behind each improvement.
5. Suitable for Mid and Low Seller Levels
Beginner-friendly, but powerful enough for advanced sellers with full JSON visibility.
Complete Workflow for Sellers
Log in to the web app
Install the Chrome Extension
Enter product name
Open the generated Etsy search link
Extension captures public listing data
Web app shows structured competitor insights
AI produces optimized titles, tags, and descriptions
User updates their Etsy listing
Improvements appear in the dashboard
Technology Stack:
React (frontend)
Firebase Auth + Firestore
Node.js / Express backend
Llama 3 SEO pattern analysis pipeline
Chrome Extension (Manifest V3)
WebSockets for real-time syncing
Payment processor Intergration
Market Potential:
Etsy sellers actively seek tools to improve ranking and visibility
Most existing SEO tools rely on outdated keyword databases
FairSprint offers a modern approach: real-time analysis + AI optimization
High repeat-usage potential (every new listing benefits from optimization)
Low operating costs and minimal maintenance
Ideal for subscription or usage-based pricing models
Summary
FairSprint is a modern Etsy SEO optimization platform that combines live competitor data, a secure Chrome extension, and Llama 3 AI to produce effective titles, descriptions, and tags in seconds.
It offers sellers a fast, accurate, and easy-to-use way to understand their niche and improve their visibility with minimal effort.
Content Freshness & Updates
Project Timeline
Created: (2 weeks ago)
Last Updated: (20 hours ago)
Update Status: Updated 0.87427560855324 day ago - Recent updates
Version Information
Current Version: 1.0 (Initial Release)
Development Phase: Production Ready - Market validated and ready for acquisition
Next Update: <p>FairSprint is fully built, polished, and ready to scale. The buyer can take it further by running targeted marketing to reach Etsy sellers, the product itself is complete and only needs the right audience. With Facebook, Instagram, and Etsy-focused ads, users can be acquired quickly, and revenue can start flowing almost immediately. Because FairSprint offers a stronger, more ai data-driven solution than existing competitors, monetization and growth are much easier than with other Etsy SEO tools.</p>
Activity Indicators
Project Views: 29 total views - Active engagement
Content Status: Published and publicly available
Content Freshness Summary
This project information was last updated on December 10, 2025 and represents the current state of the project. The content is very fresh and reflects recent developments.
Visual Content & Media
Project Screenshots & Interface
The following screenshots showcase the visual design and user interface of FairSprint.com - Real-Time AI Etsy SEO Platform:
Screenshot 1: Main Dashboard & Primary Interface
This screenshot displays the main dashboard and primary user interface of the application, showing the overall layout, navigation elements, and core functionality. The interface demonstrates the modern design principles and user experience patterns implemented using React,Node Js,Firebase,llama 3,chrome extension,Firestore db.
Screenshot 2: Key Features & Functionality
This screenshot displays key features and functionality of the application, demonstrating specific capabilities and user interactions. The interface demonstrates the modern design principles and user experience patterns implemented using React,Node Js,Firebase,llama 3,chrome extension,Firestore db.
Screenshot 3: User Experience & Navigation
This screenshot displays user experience elements and navigation patterns, showing how users interact with the interface. The interface demonstrates the modern design principles and user experience patterns implemented using React,Node Js,Firebase,llama 3,chrome extension,Firestore db.
Screenshot 4: Advanced Features & Capabilities
This screenshot displays additional features and advanced capabilities, showcasing the full scope of the application. The interface demonstrates the modern design principles and user experience patterns implemented using React,Node Js,Firebase,llama 3,chrome extension,Firestore db.
Screenshot 5: Advanced Features & Capabilities
This screenshot displays additional features and advanced capabilities, showcasing the full scope of the application. The interface demonstrates the modern design principles and user experience patterns implemented using React,Node Js,Firebase,llama 3,chrome extension,Firestore db.
Screenshot 6: Advanced Features & Capabilities
This screenshot displays additional features and advanced capabilities, showcasing the full scope of the application. The interface demonstrates the modern design principles and user experience patterns implemented using React,Node Js,Firebase,llama 3,chrome extension,Firestore db.
Screenshot 7: Advanced Features & Capabilities
This screenshot displays additional features and advanced capabilities, showcasing the full scope of the application. The interface demonstrates the modern design principles and user experience patterns implemented using React,Node Js,Firebase,llama 3,chrome extension,Firestore db.
Screenshot 8: Advanced Features & Capabilities
This screenshot displays additional features and advanced capabilities, showcasing the full scope of the application. The interface demonstrates the modern design principles and user experience patterns implemented using React,Node Js,Firebase,llama 3,chrome extension,Firestore db.
Screenshot 9: Advanced Features & Capabilities
This screenshot displays additional features and advanced capabilities, showcasing the full scope of the application. The interface demonstrates the modern design principles and user experience patterns implemented using React,Node Js,Firebase,llama 3,chrome extension,Firestore db.
Screenshot 10: Advanced Features & Capabilities
This screenshot displays additional features and advanced capabilities, showcasing the full scope of the application. The interface demonstrates the modern design principles and user experience patterns implemented using React,Node Js,Firebase,llama 3,chrome extension,Firestore db.
Project Demonstration Videos
The following videos provide visual demonstrations of FairSprint.com - Real-Time AI Etsy SEO Platform in action:
Demo Video 1: Main Functionality Walkthrough
This video demonstrates the main functionality and core features of the application, providing a comprehensive overview of how the system works. The video showcases the saas application's technical implementation using React,Node Js,Firebase,llama 3,chrome extension,Firestore db and user interface design, providing viewers with a clear understanding of the project's capabilities and value proposition.
Video URL: https://vimeo.com/1140991785?fl=ip&fe=ec
Live Demo & Interactive Experience
Live Demo URL: http://Fairsprint.com
Experience FairSprint.com - Real-Time AI Etsy SEO Platform firsthand through the live demo. This interactive demonstration allows you to explore the application's features, test its functionality, and understand its user experience. The live demo showcases the saas application's technical capabilities implemented with React,Node Js,Firebase,llama 3,chrome extension,Firestore db and real-world performance, providing a comprehensive understanding of the project's value and potential.
Visual Content Summary
This project includes 10 screenshots and 1 demonstration video plus a live demo, providing comprehensive visual documentation of the saas application. The media content demonstrates the project's technical implementation using React,Node Js,Firebase,llama 3,chrome extension,Firestore db and user interface design, showcasing both the visual appeal and functional capabilities of the solution.
Technical Specifications & Architecture
Technology Stack & Implementation
Primary Technologies: React,Node Js,Firebase,llama 3,chrome extension,Firestore db
Technology Count: 6 different technologies integrated
Implementation Complexity: High - Multi-technology stack requiring extensive integration expertise
Technology Analysis
System Architecture & Design
Architecture Type: Saas Application
Architecture Pattern: Modern Software Architecture with scalable design patterns
Scalability & Performance
Scalability Level: Standard - Scalable architecture ready for growth
Security & Compliance
Security Level: Commercial-grade security for business applications
Security Technologies: Modern security practices with component isolation and secure data handling
Data Protection: Standard data protection practices for user information and application data
Integration & API Capabilities
Live Integration: http://Fairsprint.com - Active deployment with real-world integration
API Technologies: Node.js API server with high-performance endpoints
Integration Readiness: Production-ready for business integration and enterprise deployment
Development Environment & Deployment
Deployment Status: Live deployment with active user base
Next Development Phase: <p>FairSprint is fully built, polished, and ready to scale. The buyer can take it further by running targeted marketing to reach Etsy sellers, the product itself is complete and only needs the right audience. With Facebook, Instagram, and Etsy-focused ads, users can be acquired quickly, and revenue can start flowing almost immediately. Because FairSprint offers a stronger, more ai data-driven solution than existing competitors, monetization and growth are much easier than with other Etsy SEO tools.</p>
Technical Summary
This saas project demonstrates advanced technical implementation using React,Node Js,Firebase,llama 3,chrome extension,Firestore db with production-ready deployment. The technical foundation supports immediate business integration with modern security practices and scalable architecture.
Common Questions & Use Cases
How to Build a saas Project Like This
Technology Stack Required: React,Node Js,Firebase,llama 3,chrome extension,Firestore db
Development Approach: Build a scalable software solution with modern architecture patterns and user-centered design.
Step-by-Step Development Guide
- Planning Phase: Define requirements, user stories, and technical architecture
- Technology Setup: Configure React,Node Js,Firebase,llama 3,chrome extension,Firestore db development environment
- Core Development: Implement main functionality and user interface
- Testing & Optimization: Test performance, security, and user experience
- Deployment: Deploy to production with monitoring and analytics
- Monetization: Implement revenue streams and business model
Best Practices for saas Development
Technology-Specific Best Practices
General Development Best Practices
- Code Quality: Write clean, maintainable code with proper documentation
- Security: Implement authentication, authorization, and data protection
- Performance: Optimize for speed, scalability, and resource efficiency
- User Experience: Focus on intuitive design and responsive interfaces
- Testing: Implement comprehensive testing strategies
- Deployment: Use CI/CD pipelines and monitoring systems
Use Cases & Practical Applications
Target Audience & Use Cases
Business Use Cases: This project is ideal for businesses looking to implement a ready-made solution. Perfect for entrepreneurs, startups, or established companies seeking saas solutions.
Comparison & Competitive Analysis
Why React,Node Js,Firebase,llama 3,chrome extension,Firestore db?
This project uses React,Node Js,Firebase,llama 3,chrome extension,Firestore db because:
- Technology Synergy: The combination of React,Node Js,Firebase,llama 3,chrome extension,Firestore db creates a powerful, integrated solution
- Modern Frontend: Provides reactive, component-based user interfaces
- Robust Backend: Ensures scalable, maintainable server-side architecture
- Community Support: Large, active communities for ongoing development and support
- Future-Proof: Modern technologies with long-term viability and updates
Competitive Advantages
- Modern Tech Stack: React,Node Js,Firebase,llama 3,chrome extension,Firestore db provides competitive technical advantages
- Ready for Market: Production-ready solution with immediate deployment potential
Learning Resources & Next Steps
Learn React,Node Js,Firebase,llama 3,chrome extension,Firestore db
To understand and work with this project, consider learning:
- React: Official React documentation, tutorials, and community resources
- Node Js: Node.js documentation, npm ecosystem, and best practices guides
- Firebase: Official documentation and community learning resources
- llama 3: Official documentation and community learning resources
- chrome extension: Official documentation and community learning resources
- Firestore db: Official documentation and community learning resources
Hands-On Learning
Try It Yourself: http://Fairsprint.com
Experience the project firsthand to understand its functionality, user experience, and technical implementation. This hands-on approach provides valuable insights into real-world application development.
Project Details
Project Type: Saas
Listing Type: Sell
Technology Stack: React,Node Js,Firebase,llama 3,chrome extension,Firestore db
What's Included
domain,source_code,data,design
Reason for Selling
<p>I'm selling FairSprint because it needs targeted marketing to reach Etsy sellers, and I don’t have the time or budget to run those campaigns. I tried finding a marketing co founder partner but couldn’t, so I’d rather let someone who can handle the marketing take it forward.</p>
Technical Architecture
Technology Stack & Architecture
This saas project is built using a modern technology stack consisting of React,Node Js,Firebase,llama 3,chrome extension,Firestore db. The architecture leverages these technologies to create a production-ready solution that can handle real-world usage scenarios.
Architecture Type: Saas - This indicates the project follows modern software architecture patterns.
Technical Complexity: Multi-technology stack requiring integration expertise
Business Context & Market Position
Business Model & Revenue Potential
This project represents a saas business opportunity with established market presence. The project shows strong potential for revenue generation based on its user base and market positioning.
Acquisition Opportunity: <p>I'm selling FairSprint because it needs targeted marketing to reach Etsy sellers, and I don’t have the time or budget to run those campaigns. I tried finding a marketing co founder partner but couldn’t, so I’d rather let someone who can handle the marketing take it forward.</p> This presents an excellent opportunity for acquisition by someone looking to continue development or integrate the technology into their existing business.
Development Context & Timeline
Project Development Timeline
This project was created on November 26, 2025 and last updated on December 10, 2025. The project has been in development for approximately 0.5 months, representing 15.364622835787 days of development time.
Technical Implementation Effort
Implementation Complexity: High - The project uses 6 different technologies (React,Node Js,Firebase,llama 3,chrome extension,Firestore db), requiring extensive integration work and cross-technology expertise.
Next Development Phase: <p>FairSprint is fully built, polished, and ready to scale. The buyer can take it further by running targeted marketing to reach Etsy sellers, the product itself is complete and only needs the right audience. With Facebook, Instagram, and Etsy-focused ads, users can be acquired quickly, and revenue can start flowing almost immediately. Because FairSprint offers a stronger, more ai data-driven solution than existing competitors, monetization and growth are much easier than with other Etsy SEO tools.</p>
Market Readiness & Maturity
Production Readiness: This project is market-ready and has been validated through real user engagement. The codebase is stable and ready for immediate deployment or further development.
Competitive Analysis & Market Position
Market Differentiation
Technology Advantage: This project leverages React,Node Js,Firebase,llama 3,chrome extension,Firestore db to create a unique solution in the saas space. The technology stack provides modern, reactive user interfaces that sets it apart from traditional solutions.
Market Opportunity Assessment
Competitive Advantages
- Proven Market Success: Established user base and revenue stream provide immediate competitive advantage
- Technical Maturity: Production-ready codebase with real-world testing and optimization
- Market Validation: User engagement and revenue data prove market demand
- Modern Technology Stack: React,Node Js,Firebase,llama 3,chrome extension,Firestore db provides scalability, maintainability, and future-proofing
Pricing Information
Offer Price: $699 USD
About the Creator
Developer: User ID 175544
Project Links
Live Demo: http://Fairsprint.com
Key Features
- Built with modern technologies: React,Node Js,Firebase,llama 3,chrome extension,Firestore db
- Ready for immediate acquisition
Frequently Asked Questions
What is this project about?
FairSprint.com - Real-Time AI Etsy SEO Platform is a saas project that FairSprint — AI-Powered Etsy SEO Optimization Platform (Web App + Chrome Extension)Live on Product Hunt -https://www.producthunt.com/products/fairsprint/launches/fairsprint?utm_source=other&utm_me....
How much does this project cost?
This project is listed for sale at $negotiable USD. There's also an offer price of $699 USD. The price reflects the project's current revenue, user base, and market value.
What's included when I buy this project?
domain,source_code,data,design You'll receive everything needed to run and maintain the project.
Why is the owner selling this project?
<p>I'm selling FairSprint because it needs targeted marketing to reach Etsy sellers, and I don’t have the time or budget to run those campaigns. I tried finding a marketing co founder partner but couldn’t, so I’d rather let someone who can handle the marketing take it forward.</p> This is a common reason for selling successful side projects.
What technologies does this project use?
This project is built with React,Node Js,Firebase,llama 3,chrome extension,Firestore db. These technologies were chosen for their suitability to the project's requirements and the developer's expertise.
Can I see a live demo of this project?
Yes! You can view the live demo at http://Fairsprint.com. This will give you a better understanding of the project's functionality and user experience.
How do I contact the project owner?
You can contact the project owner through SideProjectors' messaging system. Click the "Contact" button on the project page to start a conversation about this project.
Is this project still actively maintained?
Since this project is for sale, the current owner may be looking to transfer maintenance responsibilities to the buyer.