★ Data Licensing · for publishers + funds

The hobby's cleanest aggregated data feed.

Daily pop-trend deltas across PSA, BGS, SGC, CGC, TAG. Prediction-vs-actual accuracy snapshots. Cross-grader scarcity signals. Every category from pre-war sports through Lorcana and beyond.

★ For publishers · hedge funds with card theses · grading services · MLB / ESPN / Sports Illustrated analytics desks · hobby data firms ★

★ What's in the feed

Three layers, all updated daily

Pop trend deltas

Daily change in PSA Pop Report counts at the (set × card × grade) level. Spot scarcity collapse before the market does.

Predicted vs. actual

Aggregate accuracy data: for every (set × card), what did we predict vs. what came back? Calibration metric for the market.

Cross-grader spread

For each card, the PSA-vs-BGS-vs-SGC realized price spread. Where arbitrage lives.

★ Pricing

Annual licenses, three tiers

Tier	Annual	Includes	Target buyer
Publication	$24,000	All three layers · daily CSV · attribution required	Beckett, SCD, hobby YouTube channels with shows
Institutional	$60,000	All three layers · daily JSON API · 5-year backfill	Hedge funds, family offices, alternative-asset funds
Network	$150,000	All three + custom queries + dedicated support	ESPN, MLB Network, broadcast partners

Annual contracts · 60-day evaluation · custom enterprise contracts available for media networks and federal regulators.

★ Email [email protected] →

★ FAQ

Is this user-identifiable data?

No. The feed is aggregated, anonymous, and statistically de-identified. Individual user predictions are never exposed in licensed data.

How current is the data?

Daily snapshots, 24-hour rolling. Pop counts refresh on PSA's Pop Report cadence; predictions refresh in real time.

Can I redistribute the data?

Publication tier: yes with attribution. Institutional tier: internal use only. Network tier: custom terms.

What's the contract length?

Annual, prepaid. Auto-renews unless canceled 60 days before renewal. We've never failed to deliver.