GITNUXSOFTWARE REVIEW
Pets Pet IndustryTop 10 Best Sports Card Database Software of 2026
Compare sports card database software options for collectors and organizers, covering features, pricing fit, and tradeoffs for card tracking needs.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
Agents extract product evidence with provenance, then collect written reviews and transcribe video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
Cardbase is the best pick for hobbyists who want one searchable catalog for inventory, wants, and set progress because it ties want and set planning actions directly to each card record, whereas Card Dealer Pro fits collectors who care most about want list matching since it links new acquisitions to missing targets by card identity fields.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Cardbase
Cardbase ties inventory items to want and set planning actions within the same card record.
Best for: Fits when hobbyists want one searchable catalog for inventory, want list, and set progress without complex admin.
Card Dealer Pro
Editor pickWant list matching that links new acquisitions to existing missing-card targets by card identity fields.
Best for: Fits when collectors want consistent cataloging and set completion reporting without spreadsheet drift.
Card Ladder
Editor pickBulk collection import with image handling that turns CSV-like ingestion into an immediately browsable catalog.
Best for: Fits when one-person or small-collection workflows need fast cataloging, image-backed lookup, and bulk import.
Comparison Table
Cardbase
vertical specialistCollection management software for sports cards and other trading cards with portfolio tracking and market value features.
Cardbase ties inventory items to want and set planning actions within the same card record.
Cardbase fits collectors who maintain a hobby database across multiple sports and want one place for inventory, want list matching, and set build progress. The app’s record structure supports card-level attributes and condition handling, which makes it practical for scanning entries into a catalog and keeping variants organized. Cardbase also supports migration and export workflows, which helps when moving a collection from spreadsheets into a searchable database.
A tradeoff shows up in governance depth. Cardbase is best when one person or a small circle manages the catalog, because advanced admin layers for large teams are not the focus of the product. Cardbase works well when the goal is daily portfolio maintenance and regular trade list export rather than enterprise approvals and audit workflows.
- +Structured card records support multi-sport organization and fast lookups
- +Inventory, want list, and set planning share the same underlying card entries
- +Image attachment and card detail pages make record review practical
- +CSV import and export support spreadsheet migration and list generation
- –Team administration features like RBAC and audit logs are limited for larger groups
- –Deep automation rules need more manual oversight than collector-first workflows
Hobby collectors managing portfolios
Track inventory and set completion
Set completion stays current
Collectors with trade activity
Generate trade lists and exports
Cleaner trade documentation
Show 2 more scenarios
Collectors migrating from spreadsheets
CSV import migration and cleanup
Reduced manual re-entry
Import collection tables into structured card records and use exports to verify accuracy.
Multi-sport collectors
Organize cards across sports
Faster card retrieval
Keep players, teams, and attributes searchable across sports without maintaining separate catalogs.
Best for: Fits when hobbyists want one searchable catalog for inventory, want list, and set progress without complex admin.
Card Dealer Pro
SMBInventory and sales management software for card shops and sellers handling trading cards and sports cards.
Want list matching that links new acquisitions to existing missing-card targets by card identity fields.
Card Dealer Pro is built for maintaining a hobby database standard across multi-sport inventories by storing card identity attributes, tags, and ownership state per item record. It supports collection inventory management workflows that include want list matching and trade list export, which helps reduce duplicate entries when users iterate on acquisitions. The reporting layer is oriented toward set build progress and population-style queries, so collectors can review what they own, what they lack, and where items sit by condition.
A tradeoff appears in the breadth of integration depth for external comp sales integration. Card Dealer Pro is strongest when the collector controls the source data and uses its internal matching, tagging, and export tools to drive downstream valuation and selling workflows. It fits a situation where a single person or small hobby group needs repeatable cataloging and set-completion tracking without building custom tooling.
- +Item-first cataloging for consistent multi-sport inventory records
- +Want list matching reduces duplicate card identity entries
- +Trade list export supports quick review and bulk sending
- +Set progress reporting ties ownership state to completion targets
- –Comp sales integration coverage is limited for automated repricing
- –Deep governance controls for large teams are not a focus
Independently collecting hobbyists
Track acquisitions against set completion
Higher set-completion accuracy
Collectors managing multiple subsets
Maintain condition-specific inventory
Fewer grading mismatch issues
Show 2 more scenarios
Trading-focused collectors
Generate trade exports quickly
Faster trade preparation
Select candidate items and export a trade list with stable identity and condition fields.
Small collector groups
Coordinate want lists
Lower duplicate acquisitions
Centralize missing targets and match new card records to reduce repeat buying.
Best for: Fits when collectors want consistent cataloging and set completion reporting without spreadsheet drift.
Card Ladder
vertical specialistSports card investment tracking platform with historical sales data and portfolio management.
Bulk collection import with image handling that turns CSV-like ingestion into an immediately browsable catalog.
Card Ladder centers on a hobbyist collection database workflow built around adding cards, storing attributes, and browsing by set and player.
Bulk import and image ingestion reduce the friction of populating a catalog from external data sources.
Search and filtering support practical ownership and wants workflows for trade list export and comp checking.
- +Bulk import workflow reduces manual entry for large hobbyist catalogs
- +Search and filtering across set and player fields speeds up card lookup
- +Image ingestion keeps the catalog visually usable for collection reviews
- +Collection views support practical inventory decisions for trading and wants
- –No published API surface limits custom automation and third-party sync
- –Governance controls for teams are not positioned for multi-user workflows
- –Data normalization for variants can require careful mapping during import
- –Export formats are less flexible for advanced valuation pipelines
Sports card collectors
Catalog a card collection inventory
Consistent inventory lookup
Collectors with mixed conditions
Track raw and graded cards
Cleaner mixed-condition records
Show 2 more scenarios
Set builders
Manage set completion progress
Clear gap visibility
Use set checklists to see owned, missing, and variant cards in one view.
Card resellers
Export trade-ready listing data
Less repeated cataloging
Create portable exports for marketplace-style listings and repeated trade planning.
Best for: Fits when one-person or small-collection workflows need fast cataloging, image-backed lookup, and bulk import.
130 Point
vertical specialisteBay completed sales aggregator specifically built for sports card transactions.
Population-oriented card pages that pair checklist identity with grading-focused scarcity signals for faster browsing decisions.
130 Point is a sports card database focused on searchable set and card records, with collection-facing workflows built around population and grading data. The catalog supports card pages with images, checklist-style set context, and population registry style lookup for demand and scarcity signals.
- +Card identity search across brands, sets, and grading population records
- +Set checklists and card detail pages reduce manual ID lookups
- +Inventory views support faster wants and trade list workflows
- +Image-backed card pages make visual verification quicker
- –Schema flexibility is limited for nonstandard collection attributes
- –Automation depends on export workflows rather than deep API tooling
- –Fewer governance controls for multi-user teams than enterprise inventory systems
- –Bulk migration requires careful mapping from existing catalogs
Card collectors by set
Search cards within grading context
Faster card identification
Grading-focused hobbyists
Record population-style grading details
Comparable grade tracking
Show 2 more scenarios
Want list managers
Maintain trade and want workflows
Fewer manual list updates
Use collection-facing data entry and import to track wants and lists.
Traders building trade lists
Export trade list inventories
More efficient trade prep
Generate exportable card lists from structured records and grading data.
Best for: Fits when individual collectors need consistent card identity lookup with grading population context for trading and wants.
Trading Card Database
vertical specialistCommunity-driven trading card catalog with checklists, images, and collection management.
Variant-aware card catalog records that make set and copy-level searching faster than generic collection spreadsheets.
Trading Card Database is a sports card catalog built around a hobbyist-friendly item database and reference search for players, sets, brands, and card variants. It supports collection inventory and want list tracking using card-by-card records tied to identifiable set and variation entries.
- +Card record search is granular across sets, players, and variants
- +Collection inventory and want list support common hobby workflows
- +Exports card lists for spreadsheets and external trade planning
- +Community-sourced database coverage improves lookup speed
- –Automation depth is limited compared with inventory-first platforms
- –Bulk migration depends on data cleanliness and consistent identifiers
- –Workflow customization for grading tracking is not as structured
- –Integrations for pricing comp feeds are not the primary focus
Casual card collectors
Build an inventory by card variants
Variant-level tracking
Set collectors
Search sets and players quickly
Reduced lookup time
Show 2 more scenarios
Traders maintaining wants
Track wants with card records
Tighter trade matching
Maintain want lists using the same card identity model used for inventory.
Export-focused collectors
Move lists for trade planning
Portable list data
Export card lists for reporting and trade decision workflows.
Best for: Fits when collectors need a detailed card lookup and practical inventory catalog without heavy back-office automation.
PSA Population Report
vertical specialistGraded card population database from Professional Sports Authenticator.
Grade frequency listings per PSA-identified card let collectors sanity-check scarcity before adding cards to a database.
PSA Population Report aggregates PSA graded-card counts by grade for specific player, set, and serial identifiers. It is distinct because its listings are tuned for population registry lookup and compare-able grade frequency rather than full portfolio inventory management.
- +Population registry lookup shows grade counts for specific PSA cards
- +Search results link users to consistent PSA identifiers for browsing
- +Grade frequency context supports sourcing decisions for scarcity
- –Not built for multi-collection portfolio tracking or want-list matching
- –CSV export and integration hooks are limited versus database products
- –Automation for batch workflows and backfills is minimal
PSA collectors
Compare grade frequency by grade
Straight grade comparison
Slab owners and buyers
Browse PSA slab identity
Better acquisition context
Show 2 more scenarios
Set builders using PSA history
Verify availability across grades
More informed purchasing
Use population-style lookup to understand what PSA has produced at each grade.
Collectors needing targeted exports
Export population details only
Focused data extracts
Export population lookups for analysis without managing full portfolio inventory.
Best for: Fits when grade frequency lookup and slab-level browsing matter more than full inventory automation.
PriceCharting
SMBPriceCharting provides sports card catalogs, historical prices, collection tracking, and sales data.
Card pages combine images with market history charts so each matched listing carries direct comp context.
PriceCharting serves sports card collectors who need a searchable card database with ongoing market price tracking tied to individual card listings. The site aggregates comp sales into reference-style charts and provides card pages with images, grading-friendly identifiers like set and variation details, and historical pricing context.
- +Card pages include historical pricing charts tied to set and variation listings
- +Search and browse flows are fast for finding specific players, sets, and issues
- +Collection imports help convert a want list or spreadsheet into trackable card entries
- +Images on card pages support visual verification when matching variants
- –Collection tracking stays focused on matching and viewing rather than full inventory operations
- –Variant coverage can be uneven across niche parallels and older registry variants
- –No documented collection-level audit trail for bulk edits and automated changes
- –Exports and trade-list formatting can require manual cleanup after imports
Collectors tracking value
View price history on card pages
Clearer pricing trends
Graded-card collectors
Match grade-ready identifiers
Less mismatched comps
Show 2 more scenarios
Collection managers
Maintain card list references
Faster comp checking
Import and manage card lists so items can be lined up against database pricing.
Resellers planning trades
Check comps before listing decisions
More consistent value decisions
Use card-level price history views to inform listing and trade planning.
Best for: Fits when collectors want quick card-level lookup plus market comp context to validate and price entries.
MarketMovers
vertical specialistSports card market data platform with sales tracking and trend analysis.
Built-in market price benchmarking views that tie card records to comp context inside the catalog.
MarketMovers is a sports card database focused on collector workflows, with organized cataloging and market-facing organization for tracking cards and changes over time. The system centers on inventory-style storage, photo and card detail capture, and collection views that support portfolio tracking across multiple sports and eras.
- +Collector-friendly catalog views that keep card details and photos easy to audit
- +Market price benchmarking helps surface comp context during sorting and decisions
- +Export options support trade list export and spreadsheet-based reconciliation
- +Multi-sport organization reduces friction when maintaining one master library
- –Automation and API surface are limited for collectors who need full programmatic sync
- –Deep batch operations take time to configure and can slow large CSV import migrations
- –Slab-specific workflows are less granular than collectors expect for barcode-first tracking
- –Provenance-grade tracking and depreciation history export are not always complete
Portfolio-oriented collectors
Store inventory with photo-backed details
Better card recall
Multi-era collectors
Track cards across sports and periods
One place for holdings
Show 2 more scenarios
Collectors making value decisions
Benchmark market prices over time
More grounded trade decisions
Use market price benchmarking to support valuation and trade decision workflows.
Analysts needing exports
Export data for downstream analysis
Reusable data extracts
Export card-related information for analysis without building custom tooling.
Best for: Fits when one collector account needs a clean card library and recurring market comparisons without custom integrations.
Sportlots
vertical specialistSports card marketplace software with collection inventory and set management tools.
Collector-focused card and set lookup tied to market listings, optimized for negotiation and want list cycles.
Sportlots centers on a sports-card database workflow that treats card identity and set membership as first-class search dimensions. Collection tracking is supported through item listings and collection pages that help users keep card counts and attributes aligned with set and player context. Export features support trade list and tracking workflows that move data into spreadsheets and external inventory systems.
- +Search across card and set identity supports quick buying decisions
- +Collection-style organization keeps hobby attributes tied to listings
- +Exports support trade list and spreadsheet-based tracking workflows
- +Database structure supports multi-sport taxonomy for collectors
- –Variant and attribute entry quality directly affects search results
- –Automation and integrations are lighter than spreadsheet-first systems
- –Some advanced workflows require manual data hygiene
- –Bulk migrations can be slower for large hobby libraries
Active buyers and traders
Confirm card identity during negotiations
Fewer wrong-card exchanges
Collector inventory managers
Maintain structured collection records
Cleaner inventory accounting
Show 2 more scenarios
Spreadsheet-heavy hobby organizers
Export trade and want lists
Faster list curation
Users export collection and listing data into external workflows for batch review and reconciliation.
Set builders
Track progress against set targets
More predictable set completion
Users use card and set grouping to monitor what is held and what remains outstanding.
Best for: Fits when collectors want fast card lookup tied to buying and selling, plus exportable tracking data.
SportsCardsPro
vertical specialistSportsCardsPro offers sports card price guides, set data, sales records, and collection tracking.
SportsCardsPro’s import and card-entry workflow is oriented around building a consistent collectible catalog from spreadsheets and photos, then reusing that data for matching lists.
SportsCardsPro builds a searchable sports card database for collection inventory, with set-level organization and card-level details. It supports bulk import and export so collectors can migrate lists and move data for portfolio tracking workflows.
- +Bulk import and export for list migration and backups
- +Set-based organization for faster browsing and completion checks
- +Trade and want list matching to reduce manual cross-referencing
- +Card details reduce duplicate re-entry during cataloging
- –Search tuning depends on consistent naming during import
- –Limited evidence of audit logs or RBAC for multiple users
- –Automation focus centers on lists and entries, not valuation workflows
- –Thick collections can slow navigation without careful filtering
Collectors building inventories
Maintain a set-organized catalog
Structured inventory management
Collectors migrating data
Bulk import card lists
Faster catalog population
Show 2 more scenarios
Trade list planners
Match wants and trades by card
Better match accuracy
Use trade and want list style matching to align inventory with needs.
Collectors doing portfolio tracking
Export data for outside workflows
Reduced re-entry work
Export bulk records for portfolio tracking and cleanup-driven workflows.
Best for: Fits when solo collectors need fast cataloging, migration, and want-list style matching across sports and sets.
Conclusion
After evaluating 10 sports card database software, Cardbase stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
How to Choose the Right Sports Card Database Software
Sports card database software lets collectors store card identity records, tie those records to inventory or want lists, and retrieve matches by set, player, or variant keys. This buyer’s guide covers Card Dealer Pro, Cardbase, Card Ladder, and other tools that emphasize lookup workflows, image-backed cataloging, or market comp context.
The key differences show up in automation depth, integration and API surface for syncing data, and how each tool handles identity fields that prevent duplicate cards. Card Dealer Pro is evaluated for want list matching behavior, while Cardbase is evaluated for keeping inventory, want list, and set planning inside the same card record model. Card Ladder is evaluated for bulk import that turns photo and CSV-like data into a browsable catalog for immediate card lookup.
Sports Card Database Software that builds searchable card identity, inventory, and want list records
Sports card database software centralizes card identity fields so collectors can search across sets, players, and variants instead of relying on spreadsheet drift. It supports collection-style workflows by linking card records to inventory and want list actions that keep the same card identity consistent across lists and set progress views.
Tools such as Cardbase tie inventory, want list, and set planning to the same underlying card entries, which reduces mismatched identity edits across workflows. Card Dealer Pro focuses want list matching that connects new acquisitions to missing-card targets by card identity fields, which improves continuity when collectors add cards in batches. Card Ladder complements this model with a bulk import workflow that converts CSV-like ingestion plus image handling into an immediately browsable catalog for faster card lookup.
Sports card database capabilities that determine data continuity
Sports card database software succeeds when card identity fields stay consistent across inventory, want list matching, and set planning views. When identity breaks, searches stop finding the right card copy and updates drift across lists.
These features focus on automation and API surface for syncing records, plus governance controls for multi-user ownership. They also cover how each tool handles variant-aware cataloging so searches remain dependable when collectors track parallels and copies.
Identity-first matching across acquisitions and targets
Card Dealer Pro matches new acquisitions to existing missing-card targets by card identity fields in its want list workflow. Trading Card Database also supports granular card record search across sets, players, and variants for copy-level lookup continuity.
Unified record model for inventory, want list, and set planning actions
Cardbase ties inventory items to want and set planning actions inside the same card record so edits land in one identity container. This reduces duplicate identity entries compared with workflows that split catalog, want list, and set progress into separate objects.
Bulk ingestion that turns CSV-like data and images into a browsable catalog
Card Ladder focuses on bulk collection import with image handling that makes CSV-like ingestion browsable immediately after import. SportsCardsPro follows a similar spreadsheet and photo oriented import flow so collectors can migrate list data and reuse it for matching lists.
Market context views tied to card records for comp-driven sorting
MarketMovers adds built-in market price benchmarking views that tie card records to comp context inside the catalog. PriceCharting pairs card pages with historical pricing charts so each matched listing carries comp context during card lookup.
Grading population lookup and scarcity signals for slab-level sanity checks
PSA Population Report provides population registry lookup with grade counts per PSA-identified card. 130 Point adds population-oriented card pages that pair checklist identity with grading-focused scarcity signals for faster browsing decisions.
Pick the workflow shape: match lists, maintain inventory records, or migrate catalogs fast
Sports card database software is most effective when the decision starts from the collectors' primary workflow shape. Want list matching continuity, inventory and set planning in one card record, and bulk photo backed import lead to different feature priorities.
The framework below separates products that prioritize identity matching inside hobby workflows from products that prioritize market comp context or grading population lookup. It also routes collectors toward tools with the right integration surface and governance depth for their account setup.
Choose want list continuity if acquisitions must land against missing targets
Select Card Dealer Pro when acquisitions must link to missing-card targets by card identity fields inside want list matching. This choice fits collectors who want identity continuity across batch buys and set completion reporting without spreadsheet drift.
Choose one underlying card record model when inventory and planning must stay aligned
Select Cardbase when inventory, want list, and set planning actions must run on the same underlying card entries. This choice fits hobbyists who want one searchable catalog where identity edits stay consistent across planning views.
Choose bulk import with image-backed lookup when migrations matter more than automation depth
Select Card Ladder when bulk collection import needs to turn CSV-like ingestion plus image handling into an immediately browsable catalog. This choice fits one-person or small-collection workflows that prioritize fast cataloging and filtering.
Choose market comp context inside the catalog when pricing decisions need to stay in-flow
Select MarketMovers when recurring market comparisons should use built-in price benchmarking tied to card records. Select PriceCharting when card pages need historical pricing charts attached to matched listings for comp-driven validation.
Choose grading population registry lookup when scarcity checks drive add decisions
Select PSA Population Report when collectors need grade frequency listings using PSA-identified card identifiers for scarcity sanity checks. Select 130 Point when scarcity browsing must pair checklist identity with grading-focused population context on the same page.
Choose trading and variant search depth when card copy details and searching precision dominate
Select Trading Card Database when variant-aware catalog records and granular card record search must handle set and copy-level browsing. Select Sportlots when negotiation and want list cycles depend on card and set identity search tied to market listings.
Who Sports Card Database Software fits best
Sports card database software fits collectors who need repeatable card identity lookup across sets, players, and variants so they can avoid manual re-keying. It also fits collectors who maintain want lists or inventory records and need searches that return the same card identity every time.
The audience segments below map to how each tool is built, including identity matching, unified record models, market benchmarking views, and grading population pages.
Collectors focused on want list matching against missing-card targets
Card Dealer Pro fits collectors who want want list matching that links new acquisitions to missing-card targets by card identity fields.
Hobbyists who manage inventory and set planning inside one card record
Cardbase fits collectors who want inventory, want list, and set planning stored in one underlying card entry so identity edits do not drift across views.
Solo collectors migrating spreadsheet catalogs with photo-backed browsing
Card Ladder fits collectors who want bulk import with image handling that yields an immediately browsable catalog. SportsCardsPro fits similar migration needs with bulk import and export oriented around list building and backup reuse.
Collectors who price using recurring comp context inside the catalog
MarketMovers fits collectors who want built-in market price benchmarking views tied to card records during sorting. PriceCharting fits collectors who rely on card-level pages that include historical pricing charts tied to set and variation listings.
Collectors who prioritize slab scarcity sanity checks over inventory automation
PSA Population Report fits collectors who need grade frequency and population registry lookup for PSA-identified cards. 130 Point fits collectors who want population-oriented pages that combine checklist identity with grading-focused scarcity signals.
Common purchasing and implementation mistakes
Many issues come from choosing a tool whose workflow does not match the collector's primary record continuity requirement. Other problems come from importing inconsistent identifiers that undermine search and matching logic.
The pitfalls below map to failure modes visible across these tools, including weak automation depth, limited governance for multi-user setups, and variant coverage gaps that distort lookup results.
Buying a tool with limited identity matching even though want list continuity is the core job
Collectors who need missing-card target linkage by identity should prioritize Card Dealer Pro want list matching. Tools that keep collection tracking focused on matching and viewing rather than end-to-end identity workflows can create manual reconciliation work.
Splitting inventory, want list, and set progress into mismatched record models
Collectors who want set completion reporting without spreadsheet drift should use Cardbase where inventory, want list, and set planning share the same underlying card entries. Separate record silos increase the chance of inconsistent identity edits.
Assuming custom automation and third-party sync are available when the product emphasizes browsing and import
Card Ladder has no published API surface, which limits custom automation and third-party sync. Card Ladder can still be a strong migration tool, but deeper integration needs require choosing a product with a stronger automation and API surface.
Importing variant data with inconsistent naming that breaks search precision
SportsCardsPro search tuning depends on consistent naming during import, so inconsistent spreadsheet naming produces missed matches. Sportlots also depends on variant and attribute entry quality because search results track directly to how card attributes were entered.
Using a grading population lookup tool for full inventory or want list operations
PSA Population Report focuses on grade frequency listings and population registry lookup rather than multi-collection portfolio tracking or want list matching. 130 Point is oriented around population browsing, so collectors needing automation for inventory operations should plan for workflow gaps.
How We Selected and Ranked These Tools
We evaluated sports card database software on features at 40%, then ease and value at 30% each. Features cover identity matching behavior, variant-aware catalog search, bulk import workflow quality, and built-in comp or population context views.
Card Dealer Pro separated from the rest by delivering want list matching that links new acquisitions to existing missing-card targets using card identity fields. This identity-to-target continuity reduced duplicate identity entries and improved set completion reporting consistency across batch additions.
Frequently Asked Questions About Sports Card Database Software
How should collectors handle want list matching across newly added cards?
Which tool fits a bulk CSV ingestion workflow with image-backed catalog browsing?
How does each database treat grading population context during cataloging?
When set building requires variant-level searching for parallel and copy distinctions, what breaks if it is missing?
Which integration path works best for comp sales comparison without building a full inventory stack?
How do collectors validate identity for PSA-issued slabs before linking them to a hobby database record?
What admin controls and governance features exist for multi-user hobby databases?
How do data migration workflows differ when moving collection lists out for trade planning?
Where does performance bottleneck show up when searching large collections with images?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
Funding and competing interests
This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.
They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.
Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →
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