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Supply Chain In IndustryTop 10 Best Electronic Components Inventory Management Software of 2026
Top 10 ranking of electronic components inventory management software for electronics teams, using MRPeasy, OpenBOM, and invenTree criteria and tradeoffs.
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
MRPeasy is the best fit for small to mid-size component teams that want BOM-led purchasing and manufacturing stock planning kept in one place, whereas OpenBOM works best for cross-functional groups who need controlled part data with BOM-linked procurement workflows and API automation.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
MRPeasy
Substitute part management supports approved alternates in purchasing and planning workflows.
Best for: Fits when small to mid-size component teams need BOM-led purchasing control without custom engineering.
OpenBOM
Editor pickBOM-aware procurement linking keeps purchase decisions anchored to the same multi-level structure.
Best for: Fits when cross-functional teams need controlled part data plus BOM-linked procurement workflows.
invenTree
Editor pickThe substitutes and alternates model connects engineering choices to purchasing and stock receipts within one record set.
Best for: Fits when engineering and procurement teams need traceable part cross-referencing tied to receiving and stock.
Comparison Table
MRPeasy
SMBMRPeasy manages manufacturing inventory, bills of materials, purchasing, production, and stock planning.
Substitute part management supports approved alternates in purchasing and planning workflows.
MRPeasy treats BOM-driven demand and purchasing execution as the same operational loop. The system tracks inventory movements and ties them to purchase orders, which helps reduce mismatches between what was ordered and what is available. The data model centers on parts, suppliers, and documents, which enables substitute part management when approved manufacturer changes ripple through orders.
A common tradeoff is that governance depth for approval flows and fine-grained RBAC is less extensive than systems built specifically around enterprise procurement controls. Teams using barcode-driven receiving can still maintain good throughput, but complex EDI integration and WMS synchronization typically require careful workflow mapping.
- +BOM-based demand ties directly to purchase order execution
- +Part cross-referencing maps manufacturer and internal part numbers
- +Substitute handling reduces downtime when approved alternates change
- +Import and reporting tools support inventory count reconciliation
- –Advanced approval workflows and granular RBAC feel limited versus enterprise suites
- –Warehouse sync and external system automation can need manual mapping
Electronics procurement teams
Convert BOM demand into POs
Fewer backorders and missed needs
Manufacturing planning leads
Reduce lead-time-driven shortages
More stable build schedules
Show 2 more scenarios
BOM managers and engineers
Maintain part number crosswalks
Cleaner procurement and fewer mismatches
Cross-referencing links manufacturer part numbers to internal items for consistent procurement records.
Inventory controllers
Reconcile stock with documents
More accurate on-hand quantities
Inventory movements tied to purchase activity help track discrepancies during cycle counts.
Best for: Fits when small to mid-size component teams need BOM-led purchasing control without custom engineering.
OpenBOM
API-firstOpenBOM manages product structures, bills of materials, parts, suppliers, and inventory data.
BOM-aware procurement linking keeps purchase decisions anchored to the same multi-level structure.
OpenBOM supports multi-level bill of materials management with part records that track manufacturer part numbers and distributor part numbers, which reduces manual cross-referencing during sourcing and kitting. Procurement workflows connect part records to buying actions so inventory changes stay consistent with the BOM structure. Automated updates come through its API and integrations so teams can map stock signals from warehouses into the same part dataset.
A tradeoff appears in administration overhead, because maintaining high-quality part identifiers and workflow states requires consistent onboarding and enforcement. OpenBOM fits best when engineering, purchasing, and warehouse teams share a single source of truth for component substitutions and availability checks.
- +Multi-level BOM structure keeps sourcing aligned with assemblies
- +API-driven sync supports warehouse and procurement system integration
- +Part cross-referencing uses manufacturer and distributor identifiers
- +Workflow governance reduces uncontrolled part edits
- –Requires disciplined setup of part identifiers and workflow roles
- –Advanced automation depends on integration design and data mapping
Engineering operations teams
Maintain BOM-linked component substitutions
Fewer sourcing mismatches
Procurement teams
Reorder parts using unified identifiers
Faster replenishment cycles
Show 2 more scenarios
Warehouse and inventory teams
Sync stock signals into one dataset
More accurate availability
Warehouse events update part availability through API-driven integration into the same item records used by sourcing.
Quality and compliance owners
Control part lifecycle states
Lower change risk
Governed workflows track changes to part records so downstream teams see consistent component status.
Best for: Fits when cross-functional teams need controlled part data plus BOM-linked procurement workflows.
invenTree
vertical specialistinvenTree is an open-source inventory system for parts, stock locations, suppliers, and assemblies.
The substitutes and alternates model connects engineering choices to purchasing and stock receipts within one record set.
invenTree centers its data model on component entities that link internal part numbers to manufacturer and distributor identifiers, substitutes, and engineering changes. Inventory operations connect to that same model, so receiving, internal transfers, and usage reduce mismatch between “what was ordered” and “what exists on the shelf.” The tooling supports barcodes for faster handling and provides audit-style history for stock and master data changes. Automation can be driven through its API endpoints for creating and updating parts, stock, and transactions.
A tradeoff is that deeper workflows such as multi-organization provisioning, complex purchasing policies, and advanced compliance fields require deliberate configuration and consistent naming across part records. A strong fit appears in engineering-led teams that need controlled part cross-referencing and traceable stock receipts for builds and procurement. Another fit appears in small to mid-size warehouses where barcode-driven picking and transfers must stay synchronized with procurement records. The tool can feel configuration-heavy if part identifiers and packaging units are not standardized before import.
- +Unified part records link alternates, procurement, and inventory transactions
- +Lot-aware stock handling supports higher traceability than simple bin counts
- +API enables scripted imports and automation of parts and stock movements
- +Barcode workflows reduce receiving and picking errors
- –Complex purchasing and governance needs careful upfront configuration discipline
- –Cross-referencing setups can take time to standardize across large catalogs
- –Multi-warehouse workflows require consistent warehouse and location modeling
- –Reporting depth depends on how transactions and identifiers are structured
Procurement ops teams
Synchronize purchase receiving to part identities
Lower mismatch between PO lines and shelf stock
Engineering change teams
Maintain controlled alternates and substitutions
Fewer wrong-part builds
Show 2 more scenarios
Warehouse supervisors
Run barcode-driven location transfers
More accurate bin-level inventory
Location and transaction workflows support faster counting and movement without losing part-level context.
Integration engineers
Automate imports and stock updates
Less manual data entry
API endpoints enable syncing parts and inventory events from external procurement or ERP workflows.
Best for: Fits when engineering and procurement teams need traceable part cross-referencing tied to receiving and stock.
Odoo
enterpriseOdoo combines inventory, manufacturing, purchasing, quality, and bill-of-materials management.
Stock moves, procurement documents, and manufacturing consumption share one ERP ledger so electronic parts inventory impacts downstream processes.
Odoo delivers electronic inventory control through its ERP core, with stock, procurement, and accounting tied to a shared item master and movement ledger. Inventory accuracy is driven by barcode workflows, warehouse operations, and traceability fields that can be configured for lot and date-code needs.
- +Item master and stock moves stay consistent across procurement and accounting
- +REST API supports custom parts catalogs, stock syncing, and workflow automation
- +Barcode-led warehouse operations reduce receiving and pick entry errors
- +Modular app layer enables adding manufacturing structures and traceability fields
- –Electronic-specific cross-referencing and substitute workflows require configuration work
- –Multi-level BOM behavior depends on manufacturing setup and routing details
- –Advanced audit log depth for stock events needs careful role and activity tracking design
- –Extending part lifecycle governance often relies on customizations or extra apps
Best for: Fits when ERP-centered teams need stock and procurement workflows connected to BOM-driven manufacturing, with API automation for parts catalogs.
Katana
SMBKatana provides real-time inventory, purchasing, manufacturing, product recipes, and order management.
BOM-aware part identifier mapping that connects internal numbers to manufacturer and distributor references during procurement.
Katana tracks electronic components across receipt, stock movement, and purchase workflows, with inventory counts tied to part records and status. The system supports BOM-centric part cross-referencing so internal part numbers can link to manufacturer and distributor identifiers for procurement and planning.
- +BOM-linked part cross-referencing reduces procurement ambiguity
- +Stock movements stay connected to purchase documents for traceability
- +Rule-driven reordering signals reduce manual checks
- +Role-based access limits who can post inventory and create POs
- –Lot and date-code workflows are limited compared with dedicated EOL modules
- –Multi-warehouse configuration requires careful setup of location mappings
- –EDI transaction support is not positioned for high-volume distributor integrations
- –Extensibility relies on integrations rather than native custom fields for all workflows
Best for: Fits when engineering and procurement teams need BOM-tied stock visibility and controlled purchasing workflows without ERP complexity.
NetSuite
enterpriseNetSuite provides enterprise inventory, purchasing, manufacturing, warehouse, and supply-chain management.
SuiteScript 2.x lets teams automate inventory and purchasing flows with governance-aware scripts tied to NetSuite transactions.
NetSuite is an ERP system that can serve electronic components inventory management when item, warehouse, and purchasing processes must tie into finance and order operations. Inventory counts, replenishment, and purchasing workflows work through NetSuite records tied to subsidiaries, locations, and transactions.
- +Native integration between inventory movements, purchasing, and accounting records
- +SuiteScript automation supports custom reorder logic and exception handling
- +BOM support links item structure to procurement planning workflows
- +RBAC roles and permissioning help restrict actions by department and warehouse
- –Electronic component-specific workflows often require configuration or saved searches
- –Lot and date-code handling needs careful item setup across locations
- –Multi-warehouse accuracy depends on disciplined transfer and receiving processes
- –Inventory reporting can require saved search design to match engineering views
Best for: Fits when inventory, BOM, and purchasing must reconcile into financial controls across multiple warehouses.
Aligni
vertical specialistAligni combines inventory, bills of materials, purchasing, manufacturing, and order management.
Part record cross-referencing ties internal part numbers and distributor part numbers to purchasing and receiving validation.
Aligni centers electronic components inventory tracking on part-level records that connect purchasing activity to stock accuracy checks. It supports item cross-referencing between internal part numbers and distributor identifiers, which reduces manual lookups during procurement and receiving.
- +Part cross-references reduce manual mapping between internal and distributor identifiers
- +Stock movement history supports traceability for receiving and adjustments
- +Workflow steps support substitute and obsolete handling tied to the same part record
- +BOM-linked visibility helps procurement teams trace component usage
- –Advanced automation needs more setup than basic barcode and bin tracking
- –Large multi-site workflows require stronger governance planning to avoid duplicate part records
Best for: Fits when engineering and procurement teams need traceable component stock records tied to BOM usage.
inFlow Inventory
SMBinFlow Inventory tracks stock, purchasing, assemblies, locations, and inventory transactions.
Barcode driven receiving and inventory movement tied to lot and location records for audit-ready traceability.
InFlow Inventory manages electronic component stock with item records that support supplier and manufacturer identifiers, plus receiving and consumption workflows tied to inventory events. It is geared toward accurate on-hand tracking with lot and location support and barcode scanning workflows that reduce manual entry during cycle counts and transfers.
- +Barcode scanning supports faster receiving, picking, and cycle counting
- +Lot and location tracking helps keep inventory and movement auditable
- +Cross-referencing between internal and external identifiers reduces part confusion
- +Reorder point based purchasing workflows reduce manual reorder tracking
- –Advanced multi-level BOM workflows require external processes
- –API and automation depth are weaker than inventory systems built for integrations
- –Procurement-to-ERP synchronization is not built as a native transaction layer
- –Role governance options are limited for complex departmental separation
Best for: Fits when mid-size hardware teams need disciplined stock and purchasing workflows without ERP-level integration requirements.
PartsBox
vertical specialistPartsBox manages electronic component inventories, suppliers, batches, locations, and stock usage.
Barcode-driven receiving tied to cross-referenced part identifiers reduces inbound mismatches across purchasing and stock records.
PartsBox tracks electronic component stock and purchasing in a structured inventory workflow, with item records tied to manufacturers, distributors, and internal part numbers. It supports part cross-referencing and substitute management to reduce mismatch between engineering sourcing and warehouse reality.
- +Inventory receiving supports barcode scanning for faster stock entry
- +Part cross-referencing connects manufacturer, distributor, and internal numbers
- +Substitute management keeps alternate parts tied to the same intent
- +Role-based workflows separate purchasing actions from data stewardship
- –Multi-level BOM coverage is limited compared with BOM-first tools
- –Deep ERP sync and EDI automation are not the primary workflow focus
- –Bulk data import requires disciplined mapping of part identifiers
- –Advanced governance like audit-log export depends on admin configuration
Best for: Fits when sourcing teams need controlled part master data and accurate receiving workflows without heavy BOM modeling.
Arena PLM
enterpriseArena PLM manages product records, bills of materials, revisions, suppliers, and change control.
Engineering change and lifecycle status workflows that drive updates across part records used for procurement decisions.
Arena PLM targets teams managing electronic component lifecycle data alongside purchasing and internal usage records. It supports part records with cross-references across internal and manufacturer identifiers and tracks status through lifecycle changes and obsolescence events.
- +Cross-references link internal and manufacturer part identifiers for controlled substitutions
- +Engineering change workflows propagate updated part definitions to downstream records
- +Obsolescence handling keeps lifecycle status aligned with purchasing decisions
- +Workflow-driven configuration improves consistency in part master data updates
- –Component inventory workflows depend on careful configuration of statuses and transitions
- –Lot, date-code, and packaging attributes require structured setup to stay usable
- –API automation for inventory transactions is narrower than end-to-end ERP connectors
- –Warehouse-level execution features are not its primary focus compared with WMS tools
Best for: Fits when teams need PLM-grade part governance and change propagation for purchasing decisions, not only stock counts.
Conclusion
After evaluating 10 electronic components inventory management software, MRPeasy 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 Electronic Components Inventory Management Software
Electronic components inventory management software coordinates part master records, inbound receiving, stock movements, and procurement planning so component substitutions and identifiers stay consistent across teams. This guide covers MRPeasy, OpenBOM, invenTree, Odoo, Katana, NetSuite, Aligni, inFlow Inventory, PartsBox, and Arena PLM based on how each tool handles BOM-linked purchasing, cross-referencing, and traceability.
The selection focus is integration depth through APIs and automation surfaces, the way each product models part and BOM data, and the admin and governance controls used to keep the system accurate as catalogs and transactions scale. MRPeasy is highlighted for substitute part management that connects approved alternates to purchasing and planning workflows, while OpenBOM emphasizes BOM-aware procurement linking built around its multi-level BOM structure.
Electronic Components Inventory Management Software for BOM-linked purchasing, cross-referencing, and traceable stock
Electronic components inventory management software manages component identifiers across internal part numbers, manufacturer part numbers, and distributor part numbers so procurement decisions do not break when catalogs include alternates. It ties stock and receiving records to the purchase flow and, in many implementations, to multi-level BOM structure so assembly demand drives what gets ordered.
MRPeasy connects substitute parts to purchasing and planning workflows and uses BOM-based demand linked to purchase order execution to reduce mismatches. OpenBOM keeps sourcing aligned with assemblies through multi-level BOM structure and supports API-driven syncing for warehouse and procurement system integration. Tools like invenTree add lot-aware stock handling while maintaining substitutes and alternates in unified part records that connect engineering choices to purchasing and inventory transactions.
Key features that keep BOM-linked stock and purchasing consistent
BOM-linked purchasing only stays correct when the system connects part records to purchase documents and stock movements without breaking part identity across teams. Tools differ most in how they handle substitutes, alternates, and cross-referencing between internal, manufacturer, and distributor identifiers.
Traceability also depends on how receiving and inventory movements attach to part identifiers and lot or date-code attributes. The strongest implementations reduce manual mapping during inbound flow so receiving outcomes match what planning expects and what stock shows.
Substitute and alternates wired into purchasing and planning
MRPeasy supports substitute part management that routes approved alternates into purchasing and planning workflows. invenTree links alternates to procurement and stock receipts inside unified part records to keep substitutions traceable through receiving.
Multi-level BOM structure aligned to procurement decisions
OpenBOM keeps sourcing anchored to multi-level BOM structure so purchase decisions stay aligned with assemblies. Odoo connects stock moves, procurement documents, and manufacturing consumption in one ERP ledger so component inventory affects downstream manufacturing execution.
API-driven integration and automation for part catalogs and stock flows
OpenBOM uses an API-driven sync for warehouse and procurement system integration that supports controlled part data movement. Odoo provides a REST API for custom parts catalogs, stock syncing, and workflow automation that can connect inventory operations to external systems.
Lot-aware inventory movements for receipt and traceability
invenTree supports lot-aware stock handling that provides higher traceability than simple bin counts. Katana offers lot and date-code workflows that are comparatively limited, so it fits teams prioritizing BOM-tied cross-referencing over full EOL-grade traceability.
Governance controls for part identity and workflow role assignment
MRPeasy ties BOM-based demand directly to purchase order execution and supports part cross-referencing across manufacturer and internal identifiers. NetSuite adds governance-aware automation via SuiteScript 2.x, which helps reconcile inventory and purchasing into financial controls across warehouses.
How to choose Electronic Components Inventory Management Software for your workflow
Pick the workflow engine first, then validate how it represents substitutions, part identifiers, and stock movements in the same operational chain from receiving to procurement. The tools vary by whether they center BOM structure, substitute control, ERP reconciliation, or traceability granularity.
The next decisions depend on integration depth and governance needs. The right choice is the one that reduces manual mapping between part identifiers and inbound documents while matching the warehouse and planning workflows already in use.
Start with your substitution model and where approvals must land
If approvals and substitutions must flow directly into purchase and planning outcomes, MRPeasy’s substitute part management connects approved alternates into those workflows. If substitutions and alternates must remain traceable through receiving while staying inside one unified part record set, invenTree’s alternates model connects engineering choices to procurement and stock receipts.
Choose BOM-first procurement alignment or ERP ledger alignment
If procurement must stay anchored to multi-level BOM structure for sourcing consistency, OpenBOM’s BOM-aware procurement linking is built around that structure. If inventory and procurement must reconcile into accounting with one ledger shared by stock moves and procurement documents, Odoo or NetSuite is the better fit due to their ERP ledger alignment.
Validate integration and automation via API depth, not only import exports
If warehouse and procurement systems require integration built around an API-driven sync, OpenBOM’s API surface supports controlled part data synchronization. If custom parts catalogs and workflow automation must connect to external systems through a documented REST API, Odoo’s REST API supports catalog and stock syncing workflows.
Check traceability granularity for lot and date-code needs
If lot-aware inventory movements are a core requirement that must attach to receipts and stock handling, invenTree’s lot-aware stock handling supports higher traceability. If lot and date-code workflows must also cover packaging and EOL-grade attributes, Arena PLM requires structured setup of statuses and transitions to keep those attributes usable.
Select governance depth based on who configures identifiers and workflow roles
If teams need workflow roles and approval gates with granular controls, MRPeasy offers BOM-linked purchasing but advanced approval workflows and granular RBAC can feel limited compared with enterprise suites. If the organization requires governance-aware automation tied to financial controls, NetSuite’s SuiteScript 2.x supports custom reorder logic and exception handling with reconciliation across transactions.
Match multi-warehouse complexity to configuration appetite
If multi-warehouse setups require careful location mapping and the team can support that configuration discipline, Katana’s multi-warehouse configuration needs careful location mapping. If barcode-driven receiving and lot and location tracking are the priority while multi-level BOM automation can rely on external processes, inFlow Inventory fits teams that value operational traceability over BOM workflow breadth.
Who this category of Electronic Components Inventory Management Software fits
Electronic components inventory management software fits teams that manage multiple identifier sets and require consistent part identity across procurement, receiving, and stock visibility. The strongest fit occurs when substitutions, alternates, and BOM-linked purchasing must stay aligned without manual reconciliations.
Smaller teams benefit when the tool keeps workflows readable and limits configuration overhead. Enterprise teams benefit when the tool supports governance-aware automation and reconciliation into financial controls.
Small to mid-size component teams running BOM-led purchasing
MRPeasy fits teams that need substitute part management connected to purchasing and planning workflows while keeping BOM-based demand tied to purchase order execution.
Cross-functional teams coordinating engineering choices and procurement outcomes
OpenBOM fits when sourcing must stay aligned with assemblies through multi-level BOM structure and when teams need API-driven sync for integration.
Engineering and procurement teams needing traceable alternates through receiving
invenTree fits when unified part records must link alternates, procurement, and inventory transactions with lot-aware stock handling for better traceability.
ERP-centered organizations reconciling inventory and purchasing into accounting controls
NetSuite fits when SuiteScript 2.x automation must reconcile inventory movements, purchasing, and accounting records with governance-aware exception handling across multiple warehouses.
Mid-size hardware teams standardizing barcode-driven receiving and traceable movements
inFlow Inventory fits when barcode scanning drives receiving, picking, and cycle counting tied to lot and location records while multi-level BOM workflows are handled externally.
Common pitfalls when implementing Electronic Components Inventory Management Software
Most failures come from identifier inconsistency or from workflows that separate purchasing decisions from inventory outcomes. Teams often underestimate the configuration discipline needed for cross-referencing, role-based workflows, and multi-level structure alignment.
Another common issue is expecting advanced automation and inventory traceability without matching the internal data model and governance decisions. The result is manual mapping that undermines traceability and causes stock mismatches.
Treating part cross-referencing as a one-time cleanup instead of an ongoing governance workflow
MRPeasy and Aligni both reduce manual mapping by connecting internal part numbers to manufacturer or distributor identifiers. Avoid delaying standardization because cross-referencing setups take time to standardize and large catalogs need repeatable rules.
Building procurement around BOM structure but not validating multi-level behavior end-to-end
OpenBOM and Odoo both tie procurement outcomes to assembly structure and downstream consumption. Validate manufacturing setup and routing details in Odoo because multi-level BOM behavior depends on those configuration choices.
Expecting lot and date-code traceability to work without structured item setup
invenTree supports lot-aware stock handling that increases traceability when the receiving flow is set up correctly. Katana offers limited lot and date-code workflows, so using it for strict packaging and EOL traceability requires a tighter setup plan than for simple bin tracking.
Underestimating the integration design work for API-driven automation
OpenBOM’s API-driven sync supports integration, but advanced automation depends on integration design and data mapping. NetSuite’s SuiteScript automation also requires careful governance of scripts against NetSuite transactions to avoid inconsistencies across warehouses.
How We Selected and Ranked These Tools
We evaluated MRPeasy, OpenBOM, invenTree, Odoo, Katana, NetSuite, Aligni, inFlow Inventory, PartsBox, and Arena PLM by mapping each tool to how it connects part identifiers to receiving and procurement execution. Features accounted for 40% of the ranking since substitute and alternates control, BOM-linked procurement linking, API integration depth, and lot-aware traceability determine whether inventory accuracy holds during substitutions.
Ease and value each accounted for 30% since configuration discipline impacts identifier setup, multi-warehouse mappings, and integration readiness, and MRPeasy earned the top rank by combining substitute part management with BOM-based demand tied directly to purchase order execution. MRPeasy also earned strong differentiation through part cross-referencing that maps manufacturer and internal part numbers into a unified operational chain from planning to stock outcomes.
Frequently Asked Questions About Electronic Components Inventory Management Software
How do invenTree and OpenBOM keep BOM-linked purchasing decisions consistent across engineering and procurement?
Which tool supports API-based automation for inventory and item data synchronization without manual spreadsheets?
When do lot and date-code tracking workflows surface during receiving instead of after stock counts?
What breaks if a substitute part is entered in procurement without using an approved substitute workflow?
How do NetSuite and Arena PLM handle multi-warehouse inventory visibility alongside part governance for purchasing?
Which system is better at preventing stock count drift by connecting goods movement to audit trails?
How do teams migrate existing manufacturer part numbers, internal part numbers, and distributor identifiers into a new data model?
What security controls matter most for admin operations like changing part masters and permissions?
Where does extensibility fall short when automation needs to reach procurement and warehouse operations in one workflow?
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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