PSA Card Population Analysis Tool by jay chiPSA Card Population Analysis Tool by jay chi

PSA Card Population Analysis Tool

jay chi

jay chi

Look up PSA card cert details and full population report. Returns grade breakdown (Auth through PSA 10) by cert number or spec ID. Uses PSA official API.
Look up graded trading card population data — single cards or entire sets. Get the full grade breakdown (Auth through Gem Mint 10) for every card in a set with a single request.

Disclaimer: This tool is not affiliated with, endorsed by, or sponsored by PSA or Collectors Universe. "PSA" is a registered trademark of Collectors Universe, Inc. and is used here solely for identification purposes.

Features

Bulk set lookup: Get population data for ALL cards in a set at once (e.g., all 397 cards in Surging Sparks)
Set search: Find sets by name — just enter "Surging Sparks" and get full population data
Cert lookup: Enter a certification number to get card details and population report
Spec ID lookup: Direct population lookup by spec ID
Full grade breakdown: Auth, grades 1-10, half grades (1.5, 2.5, etc.), and qualifier counts

Input

FieldTypeDescriptionsetUrlstringSet population page URL for bulk lookupsetNamestringSearch for a set by name (e.g., "Surging Sparks", "2023 Topps Chrome")certNumberstringCertification number for single card lookupspecIDintegerSpec ID for direct population lookupapiTokenstringOptional API token (only needed for cert/specID lookups)
Provide one of: setUrl, setName, certNumber, or specID.

Examples

Bulk Set Lookup (recommended)

Get all cards in a set by URL:

Search by set name:

Output

Bulk Set Results

Each card in the set is returned as a separate item:

Includes additional cert-specific fields: grade, brand, category, label type, and population-higher counts.
Card investors: Analyze the full population of a set to find scarce cards
eBay sellers: Add census data to listings in bulk
Price guide sites: Build population databases for entire card sets
Collection tracking: Compare your collection against full set population data
Market research: Track grading volume trends across sets
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Posted Apr 13, 2026

Built a scraper for PSA graded card population data. Top earner with 6 paying users, $130+/mo revenue. Bulk set lookups across millions of cards.