MARKET UNIVERSE COVERAGE
Authoritative records
Valuation & identity links
Catalog & current baseline
Deep bibliographic records
Blended 9.8 / CB baseline
Automated asset pipeline
CATALOG ENTRY SURFACE
PRICE INTELLIGENCE ARCHITECTURE
Panel Profits Certified 9.8 Price
Historical and promoted grade 9.8 market observations specific to high-grade certified copies across tracked major issues.
ComicBase Reference Pricing
Broad baseline guide valuation covering over 1.2M catalog entries, providing foundational market reference for uncertified copies.
Zero Synthetic Extrapolation
Unpriced issues are honestly marked “Unpriced” rather than assigned fake zeroes. Grade 9.8 values are never conflated with raw or lower-grade comics.
CATALOG PROVENANCE & ARCHITECTURE
Panel Profits Canonical Core
Authoritative issue identity normalization, CGC 9.8 certified reference observations, and verified cover asset checksums.
ComicBase Catalog Dataset
Comprehensive comic title cataloging, release indexing, and broad current guide baseline pricing across modern and back issues.
Grand Comics Database (GCD)
Deep academic-grade bibliographic metadata, exact publication dates, UPC identifiers, volume history, and series taxonomy.