How PerkVault Works
A look inside the automated data mining, AI vector similarity search, and secure demographic identity verification pipeline.
Automated Scraping & Mining Engine
Our background worker system continuously scans public deal repositories, partner brand feeds, and educational/military discount portals every 24 hours. The raw data is validated, structured, and cleaned automatically.
AI Vector Embeddings & Similarity Indexing
Every newly discovered offer is converted into a 768-dimensional vector embedding using Google Gemini models. This enables natural language similarity queries—allowing members to search by intent rather than exact keywords.
Identity Verification Handshake
To protect brand discounts from misuse, access is gated behind demographic identity checks (e.g. ID.me OAuth integration). Members verify once to unlock their demographic claims in Firestore.
Multi-Tenant Distribution Engine
Offers are served dynamically across demographic-tailored web domains and native Flutter mobile applications. Each demographic platform provides a customized visual theme and filtered deal feed.
Ready to Unlock Your Perks?
Create your account today and verify your active demographic status in under 60 seconds.