Global Search
Module: Search & Filters
Search returns relevant Hot Wheels only results quickly.
Quick video guide
Quick overview
Photo ID, collector saved garages, watchlists, missing photos, collection tracking, and dashboard queues.
Read video notes
Photo ID, collector saved garages, watchlists, missing photos, collection tracking, and dashboard queues.
AI Identifier and Collector Dashboard
Photo ID, collector saved garages, watchlists, missing photos, collection tracking, and dashboard queues.
Public casting facts stay open. Exact market values, sold-comp evidence, and high-confidence pricing stay members-only.
Faceted Directory
Module: Search & Filters
Users can narrow directory without duplicate SEO traps.
Advanced ID Filters
Module: Search & Filters
Collectors can manually identify a car without photo upload.
Synonym Engine
Module: Search & Filters
Search understands common collector names.
No Results Recovery
Module: Search & Filters
No-results page helps user continue and submit missing casting.
Saved Searches
Module: Search & Filters
Logged-in users can save and revisit searches.
Photo Upload Flow
Module: AI Identification
User can upload photos and start ID workflow.
AI Candidate Matching
Module: AI Identification
AI returns ranked candidates with confidence and next steps.
Base Text OCR Assist
Module: AI Identification
OCR results are used as hints and can be corrected by user.
Wheel Detection Assist
Module: AI Identification
Wheel detection produces candidates, not final fact without verification.
Color/Tampo Assist
Module: AI Identification
AI narrows candidates using color and tampo signals.
Ask For More Photos
Module: AI Identification
AI does not guess when required proof is missing.
Human Verification Loop
Module: AI Identification
Human review can confirm or reject AI suggestions.
ID Result Page
Module: AI Identification
User receives actionable identification results.
Training Dataset Labels
Module: AI Identification
Verified images become structured training references.
ID Usage Limits
Module: AI Identification
System supports monetization and prevents abuse.
User Accounts
Module: Collector Tools
Users can manage collector activity.
Collection Manager
Module: Collector Tools
Collectors can track owned Hot Wheels by exact variation.
Collection Value Dashboard
Module: Collector Tools
Dashboard summarizes collection value honestly.
Wishlist
Module: Collector Tools
Wishlist can power alerts and marketplace matches later.
Duplicates & Trade List
Module: Collector Tools
Collectors can manage extras separately from main collection.
Collection Photos
Module: Collector Tools
User photos remain private unless submitted for verification.
Insurance/Appraisal Export
Module: Collector Tools
Users can generate collector value reports.
Reputation System
Module: Collector Tools
Trusted contributors get visible reputation and moderation privileges later.