Case Study
PokeSee
TCG Investment Intelligence Platform
Overview
The Opportunity
The Pokemon TCG market moves in milliseconds. Rare cards appreciate hundreds of percent. But most collectors still rely on gut feeling, scattered eBay searches, and manual condition assessment.
PokeSee brings institutional-grade intelligence to individual collectors. AI grades your cards like a PSA expert. Multi-source pricing removes guesswork. The deal engine tells you exactly when to buy and what your ROI will be. Available on Android with iOS coming soon.
Experience
Inside the App
Scan & Grade
Photograph any card and get instant AI-powered quality grades with confidence scores.
Deal Analysis
Deal score, target buy price, negotiation range, and ROI scenarios at a glance.
Market Intelligence
Real-time opportunities across Price Drops, Price Rises, and Deal Score rankings.
Set Explorer
Browse every Pokemon TCG set with card counts, release dates, and analytics.
Hits Tracker
Track trending Pokemon across all sets. Tap any to see deals and opportunities.
RAW/PSA Arbitrage
Find cards where raw price is close to graded price. Compare across PSA tiers.
Settings & AI Config
Configure AI provider, manage credits, price alerts, and grading fee calculations.
Scan & Grade
Photograph any card and get instant AI-powered quality grades with confidence scores.
Deal Analysis
Deal score, target buy price, negotiation range, and ROI scenarios at a glance.
Market Intelligence
Real-time opportunities across Price Drops, Price Rises, and Deal Score rankings.
Set Explorer
Browse every Pokemon TCG set with card counts, release dates, and analytics.
Hits Tracker
Track trending Pokemon across all sets. Tap any to see deals and opportunities.
RAW/PSA Arbitrage
Find cards where raw price is close to graded price. Compare across PSA tiers.
Settings & AI Config
Configure AI provider, manage credits, price alerts, and grading fee calculations.
Core Features
AI Card Grading
Claude Sonnet and GPT-4o analyze card images for centering, edges, corners, and surface quality. Produces PSA-style grade estimates with confidence scores and condition flags.
Multi-Source Pricing
Real-time data from Pokemon Price Tracker, eBay sold listings, and PokeWallet. 4-tier pricing: Raw, PSA 8, PSA 9, PSA 10 with 7-day trends and liquidity scores.
Deal Scoring Engine
Weighted 0-100 score across 5 factors (price drop, PSA multiplier, condition, liquidity, market quality). Outputs BUY / NEGOTIATE / PASS with target buy prices and ROI scenarios.
Arbitrage Detection
Identifies buy-raw-grade-sell opportunities using real eBay PSA 9 sales data. Calculates spread, ROI percentage, and raw/PSA ratio across all grade tiers.
Smart Card Recognition
Point your camera at any Pokemon card for instant AI identification — name, set, number, rarity, variant. Choose to scan the back for full grading or analyze with front only.
Collection & Watchlist
Track your card collection with live market prices. Watchlist with price alerts. Background price monitoring via WorkManager/BGTaskScheduler.
Enterprise Cost Management
Admin module with 5-tab pricing dashboard: consumption pricing, fixed costs, actual usage analytics, cost calculator, and AI model comparison.
Shared Pool Architecture
5-layer pricing cache: request coalescing, view tracking, popularity-based TTLs, stale-while-revalidate, and predictive prefetching. One PT API call serves all users.
Intelligence
Deal Score Algorithm
A weighted composite score that distills complex market dynamics into a single actionable number.
BUY
Score 70-100
NEGOTIATE
Score 45-69
PASS
Score 0-44
5
Data Sources
12
API Endpoints
4
Pricing Tiers
16
Tracked Operations
Aesthetic
Cyber Neon
Dark luxury meets trading terminal. A near-black canvas with cyan and purple neon accents creates urgency and focus.
Background
#030712
Surface
#111827
Elevated
#1F2937
Primary
#06B6D4
Secondary
#9333EA
Buy
#4ADE80
Sell
#EF4444
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