AI SaaS
AI-powered personalized avatar generation SaaS
AI-driven avatar product that turns a photo into a stylized profile picture, taken from an early idea to a production-ready platform.
Client
PfpAvatars
Industry
AI
Region
Qatar
Duration
4 weeks
Year
2025
Overview
PfpAvatars lets users generate personalized profile pictures from a single uploaded photo. We audited onboarding, generation behavior, and credit-based conversion, then rebuilt the product around a reliable create flow instead of a demo notebook.
Our approach
- Designed a conversion-focused avatar generation flow
- Implemented a credit system for usage and monetization
- Integrated auth, image storage, and AI generation workflows
The challenge
The AI pipeline had inconsistent inference times, credit usage had to stay accurate across services, and drop-off during processing was high.
The solution
We refined onboarding and style selection, introduced a clear credit model, and optimized the dashboard so generation felt fast and trustworthy even when inference lagged.
3.2x
increase in successful avatar generations
45%
reduction in drop-off during processing
More work
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