Research

insights and blueprints

ResearchApril 2026

The Commission Tax:

Marketplace take rates vs. owned headless stores in TCG retail

A 24-month financial investigation across 142 TCG stores processing $250k to $3.5M GMV. Quantifies 12.75% fee drag, EBITDA leakage, and the exact.

16 min readRead essay
TCG Systems Diagram
SystemsMarch 2026

High-Dimensional SKU Topology:

Solving 360-variant catalog explosion in Pokémon, MTG, and Yu-Gi-Oh

Generic platforms crash under modern TCG complexity. A single card across 5 condition tiers, 4 foil finishes, 2 printings, and 9 languages yields 360.

14 min readRead essay
Case StudyFebruary 2026

Inside TCG Pricing Intelligence:

Tournament meta velocity and defending against high-frequency buyout bots

When regional championship decklists stream live, secondary card valuations jump by >220% within 180 seconds. We analyze how automated scraper bots.

11 min readRead essay
ResearchJanuary 2026

Algorithmic Buylist Economics:

Condition decay matrices, cash-credit multipliers, and secondary sourcing margins

Stores relying solely on distributor sealed allocations survive on razor-thin 18% margins. Stores deploying algorithmic customer buylists achieve 54.2%.

15 min readRead essay
SystemsNovember 2025

Sub-100ms TCG Search Elasticity:

Mass decklist paste parsing and cart conversion telemetry

TCG players rarely buy single cards in isolation; competitive players assemble complete 60-card lists. Analyzing 1.2M queries reveals an 8.4% conversion.

12 min readRead essay
Case StudyOctober 2025

The Sovereign Collector Paradigm:

First-party retention economics and digital binder sync beyond marketplace enclosures

Marketplaces deliberately withhold customer identities to keep stores dependent on rent. Tracking 18,400 collectors over 24 months demonstrates that.

13 min readRead essay
ResearchSeptember 2025

Grading Variance & Condition Depreciation:

Empirical condition degradation curves across raw card trade-ins and slab premiums

An empirical study of 86,000 raw card submissions across Near Mint, Lightly Played, Moderately Played, and Damaged tiers. Quantifying customer grading.

13 min readRead essay
AI + AutomationApril 2026

Autonomous TCG Neural Agents:

Decentralized multi-agent architecture for automated card scanning, repricing, and intake

A production blueprint where 4 specialized neural agents handle optical card recognition (650 cards/hr), live eBay/TCGplayer order book market making,.

18 min readRead essay
TCG Systems Diagram
SystemsApril 2026

Sub-Second Omnichannel Lock Arbitration:

Eliminating double-selling and race conditions across TCGplayer, eBay, & in-store POS

High-value singles ($1,200+ serialized or graded cards) have quantity = 1. When listed concurrently across multiple marketplaces, 15-minute polling apps.

18 min readRead essay
TCG Systems Diagram