AI Agent Portfolio Builder
Slashing onboarding friction with AI-powered data sourcing
The Challenge
Traditional, manual profile creation process is often a major source of user friction. Forcing new users to fill out extensive forms from scratch results in high drop-off rates and incomplete data, which can undermine a platform's core value. The client wanted a new onboarding system that would:
- Drastically reduce the time and effort required to create a profile
- Increase user completion rates during sign-up
- Improve the quality and depth of user data from day one
- Boost initial user engagement and trust
Our Solution
We built an autonomous AI agent that activates immediately upon sign-up, using publicly available information to automatically construct a user's profile. Key features of the solution include:
- Autonomous Web Crawling: The agent uses initial user info (name, email) to scan public sources across the web
- Intelligent Data Extraction: It identifies and extracts key professional data, including roles, projects, biographies, and media links
- Automated Profile Generation: The system auto-populates a clean, editable profile, leaving it 70–90% complete before the user takes any action
- Smart Gap Identification: If critical information is missing, the agent prompts the user with minimal, targeted questions to ensure the profile is complete
The Impact
- Frictionless Onboarding: Users sign up and find the majority of their profile already built, making for a delightful onboarding experience
- Higher-Quality Profile Data: Automated data sourcing resulted in richer, more authentic profiles, which significantly improved search and discovery on the platform
- Proven Cross-Industry Versatility: The agent was easily adapted for niche industries, successfully sourcing data for actors (IMDb), developers (GitHub), and business professionals (LinkedIn)