AI-Powered Store Notes Generator for Fundraising Platform
Challenge
The partner needed to integrate AI functionality without introducing high latency, excessive API costs, or user experience degradation. Data showed that many users abandoned the Store Note creation process without completing it, representing a missed opportunity for more effective fundraising.
The partner needed to integrate AI functionality without introducing high latency, excessive API costs, or user experience degradation. Data showed that many users abandoned the Store Note creation process without completing it, representing a missed opportunity for more effective fundraising.
Solution
Techstack delivered a comprehensive solution with:
- Dedicated microservice integrated with GPT-4o-mini to efficiently handle prompt submissions
- Backend response caching system to eliminate redundant API calls
- MobX store integration for local data storage on the React Native client
- User-friendly interface allowing generation of multiple draft options with editing capabilities
Techstack delivered a comprehensive solution with:
- Dedicated microservice integrated with GPT-4o-mini to efficiently handle prompt submissions
- Backend response caching system to eliminate redundant API calls
- MobX store integration for local data storage on the React Native client
- User-friendly interface allowing generation of multiple draft options with editing capabilities
Results
- 19,438 AI-generated store notes created by 7,197 sellers
- Average of 2.7 drafts generated per seller before saving
- 59% of sellers edited AI-generated notes before saving
- 22.8% adoption rate among sellers
- 38% more funds raised by sellers using Store Notes
- 19,438 AI-generated store notes created by 7,197 sellers
- Average of 2.7 drafts generated per seller before saving
- 59% of sellers edited AI-generated notes before saving
- 22.8% adoption rate among sellers
- 38% more funds raised by sellers using Store Notes