Pricing

from $15.00 / 1,000 results

SGC Pop Report Scraper - Graded Card Population Data

Get SGC (Sportscard Guaranty) graded card population data for an entire set. Full grade breakdown: Authentic, 1-10 with half grades, Gem Mint 10, and Pristine 10 (gold label). Covers baseball, basketball, football, hockey, soccer, Pokemon, and vintage T205/T206 tobacco cards.

Pricing

from $15.00 / 1,000 results

Rating

0.0

(0)

Developer

lulz bot

Actor stats

Bookmarked

Total users

Monthly active users

5 days ago

Last modified

SGC Pop Report Scraper — Graded Card Population Data

Get SGC (Sportscard Guaranty Company) graded-card population data for an entire set in one run. SGC is one of the top trading-card grading companies, and its Pop Report tracks how many copies of each card exist at each grade.

Returns a structured, per-card grade breakdown including SGC's full scale:

Pristine 10 (the "gold label" top tier)
Gem Mint 10
Numeric grades 1 – 9.5 with half grades
Authentic (cards graded but not numerically scored)
Cumulative "population at grade or higher" counts
A computed Gem Rate % (share graded Gem 10 / Pristine 10)

Covers Baseball, Basketball, Football, Hockey, Soccer, Boxing, Golf, Non-Sport, Pokemon, Racing, Tennis, Wrestling — plus the vintage T205 / T206 tobacco-card master pops.

Input

Field	Description
`cardSet`	Exact SGC set name (e.g. `1986-87 Fleer`, `1952 Topps`). Recommended.
`sport`	The set's sport/category. SGC requires this for set lookups. If blank, common sports are tried automatically.
`masterPop`	`t206` or `t205` — pull the full vintage tobacco master pop (thousands of cards).
`searchQuery`	Partial set-name search. reCAPTCHA-gated — requires `recaptchaToken`.
`recaptchaToken`	A valid reCAPTCHA token minted from gosgc.com/pop-report (only for `searchQuery`).
`maxResults`	Cap rows returned (0 = unlimited).

Finding exact set names

SGC's set-name search is protected by reCAPTCHA, so the most reliable workflow is:

Browse to gosgc.com/pop-report and search for your set.
Note the exact set name and sport shown.
Run this actor with cardSet + sport.

Example input

{
  "cardSet": "1986-87 Fleer",
  "sport": "Basketball"
}

Example output

{
  "cardNumber": "1",
  "subject": "Kareem Abdul-Jabbar",
  "variety": null,
  "setName": "1986-87 Fleer",
  "sport": "Basketball",
  "year": "1986",
  "sgcPop": {
    "total": 818,
    "grade10Pristine": 0,
    "grade10": 3,
    "grade9_5": 4,
    "grade9": 60,
    "grade8_5": 94,
    "grade8": 145,
    "grade7": 139,
    "authentic": 64
  },
  "sgcPopHigher": { "grade9": 7, "grade8": 161, "authentic": 818 },
  "gemRate": 0.37
}

Use cases

Card collectors gauging rarity / scarcity before buying or grading
Resellers and dealers pricing inventory against population scarcity
Building price-guide and pop-report datasets across graders (pair with PSA / CGC scrapers)
Identifying low-pop and high-gem-rate cards

CGC Cards Population Report Scraper - Sports & Pokemon

jungle_synthesizer/cgc-cards-population-report-scraper

Scrape CGC Cards population report — the official census of CGC-graded sports cards, Pokemon, and TCG. Get per-card grade-by-grade counts (Pristine 10, Gem Mint 10, Mint+ 9.5, Mint 9, NM-Mint+ 8.5, NM-Mint 8), total graded. Filter by sport, brand, year, set.

BowTiedRaccoon

CGC Comics Census Graded Population Scraper

jungle_synthesizer/cgccomics-census-graded-comic-population-scraper

Scrapes the CGC Comics Population Report — the canonical graded-comic scarcity reference. Returns one row per grade per issue per label type (Universal, Signature Series, Restored) with graded counts, total graded, and top-pop flags. Covers Comics, Magazines, Pulps, Concert Posters, Lobby Cards.

BowTiedRaccoon

GemRate Card Grading Population & Sales Data Scraper

amrameng/gemrate-scraper

Card-grading population data from GemRate — PSA, Beckett, SGC, CGC — plus eBay sales trends. Search cards and sets, pull set/player breakdowns, top cards, population trends, historical replays, and dashboard data. Pick an operation, get structured JSON. Read-only.

Amram Englander

CGC Comic Census - Population Report Data

lulzasaur/cgc-census-scraper

Get CGC graded comic book population data. Search by title or browse publishers. Full grade breakdown (0.5 through 10.0) with variants, label categories, and totals.

lulz bot

Courtyard.io Scraper

devcake/courtyard-io-scraper

Extract real-time graded card sales data. Track Pokemon & sports card prices, PSA/BGS/CGC grades, and Fair Market Value estimates.

devcake

Beckett Scraper - BGS Population Report & Online Price Guide

jungle_synthesizer/beckett-bgs-population-price-guide-scraper

Scrape Beckett.com for BGS population report data. Get per-card grade-by-grade BGS counts (Pristine 10, Gem Mint 9.5, Mint 9, NM-Mint+...). Cert-lookup mode verifies BGS/BVG/BCCG slabs. Filter by sport, set, player. Built for slab investors and collectors.

BowTiedRaccoon

MyCardPost Graded Card Marketplace Scraper

jungle_synthesizer/mycardpost-graded-card-marketplace-scraper

Scrape graded and raw trading card listings from MyCardPost — a fast-growing P2P card marketplace. Extracts title, price, grade, grader, sport, year, set, player, seller, and images from server-rendered detail pages.

BowTiedRaccoon

Beckett Sports Card News Scraper

crawlerbros/beckett-sports-card-news

Scrape sports card news, checklists, and release details from Beckett.com - the leading authority on sports card collecting. Filter by sport: baseball, basketball, football, hockey, soccer. No API key required.

Crawler Bros

Sportlots Sports Card Scraper

jungle_synthesizer/sportlots-sports-card-marketplace-scraper

Scrape sports card listings from Sportlots marketplace. Search by player name, set, or keyword and get price, quantity, and card details across the largest raw and graded fixed-price card marketplace.

BowTiedRaccoon

NGC Coin Census Population Report Scraper

crawlerbros/ngc-coin-census-scraper

Scrape the NGC (Numismatic Guaranty Corporation) Coin Census Population Report - the numismatic industry's most comprehensive graded coin database. Search coin series by name or browse by category to retrieve population data showing how many coins have been graded at each grade level (MS-60 throu...

Crawler Bros