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Consumer RetailTop 10 Best Distributors Software of 2026
Ranking of top distributors software tools with review notes and tradeoffs for distributors, including Katana, Cin7, and Fishbowl.
How we ranked these tools
Gitnux editors write the brief first: the topic, the inclusion rules, and the frame for what belongs.
Agents extract product evidence with provenance, then collect written reviews and transcribe video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
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Katana is the best fit for mid-market distributors who need live inventory workflows with API-based integration, while Cin7 works best when wholesale teams must manage multi-warehouse fulfillment across channels, and if you’re scaling enterprise warehouse execution with governance, Microsoft Dynamics 365 Supply Chain Management is the stronger choice.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Katana
Event-driven inventory adjustments connect sales orders, purchase receipts, and warehouse moves to one on-hand view.
Best for: Fits when mid-market distributors need live inventory workflows with API-based system integration.
Cin7
Editor pickCentralized fulfillment workflow that tracks pick and pack steps into outbound shipping status updates.
Best for: Fits when wholesale distributors need multi-warehouse fulfillment control with frequent channel and shipping integrations.
Fishbowl
Editor pickBin-level picking and packing are tied to inventory movements for audit-ready execution.
Best for: Fits when distributors need warehouse execution control plus integration for inventory events.
Comparison Table
Katana
SMBCloud manufacturing and inventory ERP for distributors.
Event-driven inventory adjustments connect sales orders, purchase receipts, and warehouse moves to one on-hand view.
Katana keeps inventory counts aligned with operational events by tying stock changes to order creation, receiving, and shipment actions. Warehouse usage is supported through bin and location concepts, and the system can track inventory at finer granularity when the distributor needs controlled allocation across sites. Automation includes rule-driven updates and streamlined workflow steps that reduce spreadsheet handoffs between purchasing, order processing, and shipping.
A key tradeoff is that Katana’s distribution depth can require add-ons or external services when the workflow needs deep ERP-grade features like complex rebate accruals and multi-ledger route accounting. Katana works best when a distributor wants fast operational throughput with fewer layers than a full wholesale distribution ERP, especially when orders change frequently and inventory accuracy must stay current.
- +Inventory updates follow receiving and shipping events in one workflow
- +Bin and location support supports multi-site stock segregation
- +APIs enable order and inventory synchronization with external systems
- +Batch and serialized tracking supports traceability at item level
- –Advanced distribution accounting features may need external ERP integration
- –Complex EDI and multi-warehouse allocation logic can be limited
- –Workflow automation depends on setup discipline to avoid rule conflicts
- –Large catalog performance requires careful data and SKU hygiene
E-commerce and wholesale ops teams
Sync orders while keeping live stock
Lower stockout rates from drift
Inventory and logistics managers
Track batch and serial traceability
Faster recalls and proof of delivery
Show 2 more scenarios
Systems integration teams
Automate inventory and order data flows
Fewer manual reconciliations
The Katana API supports pulling and pushing inventory and order states to connected tools.
Multi-warehouse distributors
Allocate stock by location
More accurate fulfillment sourcing
Location and bin concepts support controlled stock segregation for fulfillment routing.
Best for: Fits when mid-market distributors need live inventory workflows with API-based system integration.
Cin7
SMBCloud inventory and order management for distributors.
Centralized fulfillment workflow that tracks pick and pack steps into outbound shipping status updates.
Cin7 is built for distributor workflows that span order management, inventory control, and multi-warehouse allocation, including bin-style movement inside warehouse operations. Warehouse execution connects to shipping status so outbound orders can stay aligned with fulfillment progress. The most practical signal for teams evaluating Cin7 is the expectation of ongoing integrations between Cin7, shipping carriers or 3PLs, and sales channels so inventory and order updates propagate without manual re-entry.
A key tradeoff is that warehouse and fulfillment accuracy depends on how thoroughly master data is configured, including location mapping and item tracking settings. Cin7 is a strong match when fulfillment teams need pick-pack-ship process visibility and when operations rely on frequent replenishment and allocation decisions across warehouses. It can be less suitable when distribution logic is largely handled inside a separate ERP and only light inventory visibility is required.
- +Multi-warehouse allocation supports inventory routing across locations
- +Pick-pack-ship workflow ties fulfillment tasks to order progress
- +Integration focus helps synchronize inventory with sales channels and systems
- +Item and stock movement tracking reduces reliance on spreadsheet reconciliations
- –Warehouse accuracy depends on consistent master data and location mapping
- –Advanced distribution workflows may require add-ons or deeper configuration
- –Complex authorization setups can require governance discipline during rollout
- –Carrier and 3PL integration complexity rises with heterogeneous fulfillment methods
Distribution operations managers
Control pick-pack-ship across warehouses
Fewer exceptions at shipping
E-commerce and sales ops
Sync channel orders to inventory
Lower oversell risk
Show 2 more scenarios
Wholesale finance teams
Coordinate purchases with stock movement
More reliable replenishment timing
Purchase and receiving updates feed allocation decisions that keep downstream shipments consistent.
ERP integration teams
Connect order and inventory systems
Less duplicate data entry
Integrations keep ERP and warehouse operations aligned as order volumes and SKUs scale.
Best for: Fits when wholesale distributors need multi-warehouse fulfillment control with frequent channel and shipping integrations.
Fishbowl
SMBInventory management and ERP for wholesale distributors.
Bin-level picking and packing are tied to inventory movements for audit-ready execution.
Fishbowl’s core strength is warehouse-centric execution, including bin location operations, pick and pack flows, and shipment processing tied to inventory movements. It fits distribution organizations that need fast throughput on the warehouse floor while keeping inventory accuracy aligned with shipping and receiving events. The system’s integration surface is a practical differentiator, because order and inventory data can be pushed or pulled through documented API endpoints instead of relying only on periodic imports.
A key tradeoff is that advanced governance and reporting depth often depend on how the configuration and add-ons are implemented across warehouses. Fishbowl is a strong fit when a distributor must coordinate multi-location stock movements and shipping execution without giving operators a separate tool for the warehouse work.
- +Warehouse transaction workflows map directly to pick-pack-ship execution
- +API supports integration for inventory and fulfillment events
- +Multi-warehouse inventory tracking supports cross-location allocation
- +Bin-level operations help maintain accurate on-hand counts
- –Complex distributor setups take time to configure across processes
- –Some accounting and partner workflows may require ERP alignment
- –Reporting depth can require careful configuration
- –Special shipping scenarios may need add-ons or workflow tuning
Warehouse operations managers
Run pick-pack-ship from bin locations
Fewer inventory discrepancies
ERP integration owners
Sync stock changes via API
Lower manual reconciliation
Show 2 more scenarios
Multi-branch distribution teams
Allocate stock across warehouses
More reliable fulfillment
Inventory is tracked per location so order shipping reflects available quantities.
Inventory accuracy leads
Maintain controlled on-hand counts
Cleaner cycle counts
Bin tracking and transaction workflows improve the link between physical and system stock.
Best for: Fits when distributors need warehouse execution control plus integration for inventory events.
Microsoft Dynamics 365 Supply Chain Management
enterpriseSupply chain and inventory management solution for distributors.
Warehouse execution runs against detailed inventory location and unit handling rules using configurable work processes in Supply Chain Management.
Microsoft Dynamics 365 Supply Chain Management centers distribution operations on a unified data model spanning warehousing, procurement, and order fulfillment. It supports warehouse management capabilities such as bin locations, pick and pack workflows, and multi-warehouse allocation tied to operational execution.
- +Warehouse execution uses configurable pick and pack workflows tied to bin locations
- +Integration options include a broad automation surface via Dynamics APIs and data services
- +EDI support covers purchase order and ASN-style document flows
- +Operational control improves with role-based access and audit logging
- –Setup for warehouse execution rules can take sustained governance and configuration work
- –Advanced distribution edge cases often require add-ons or custom workflows
- –Non-Microsoft IT teams may face higher learning curves for configuration patterns
- –Reporting for cross-warehouse allocation can require careful data modeling
Best for: Fits when distributors need tight warehouse execution control, EDI document integration, and a governed admin model across multiple business functions.
Epicor Kinetic
enterpriseERP designed for wholesale distributors with supply chain tools.
Configurable workflow engine for distributor business rules that ties pricing decisions to warehouse transactions.
Epicor Kinetic handles distributor order-to-ship execution with configurable workflow for pricing, inventory allocation, and warehouse transactions. Kinetic connects to warehouse management system integrations and trading-partner messaging through API and EDI tooling for purchase orders and shipment notifications.
- +Strong distributor order and pricing workflows with configurable business rules
- +API and EDI support for purchase orders and shipment notifications
- +Bin location and inventory tracking support for controlled warehouse execution
- +Role-based access supports governance across warehouse and finance teams
- –Warehouse management system integration often needs implementation work
- –Advanced fulfillment scenarios can require deeper configuration than lighter tools
Best for: Fits when wholesale distributors need configurable order-to-ship workflows with EDI and API integration control.
Infor CloudSuite Distribution
enterpriseIndustry-specific ERP for wholesale distributors.
Integrated warehouse and inventory controls built for lot or serialized traceability within the distribution order lifecycle.
Infor CloudSuite Distribution is geared toward wholesale distribution ERP use cases where order-to-ship execution and inventory control must stay consistent across branches and warehouses.
- +Supports multi-warehouse allocation with consistent inventory movement controls
- +Bin location management supports structured warehouse pick and put-away routing
- +Traceability-oriented inventory handling fits lot and serialized distribution workflows
- +Role-based access and audit trails help governance across fulfillment operations
- –Warehouse workflow depth can require careful configuration to match real operations
- –EDI and shipping event coverage often depends on configured mappings and partners
- –Extensibility typically leans on Infor integration tooling rather than open app ecosystems
- –Cross-system order and inventory synchronization can add integration test workload
Best for: Fits when wholesale distributors need warehouse-controlled fulfillment plus traceability and governance in one ERP.
Blue Link ERP
SMBAll-in-one ERP for wholesale distributors and retail operations.
Lot traceability tied into warehouse and fulfillment transactions for distributors managing regulated product lots.
Blue Link ERP targets wholesale distribution workflows with a focus on warehouse operations, order processing, and inventory visibility across locations. Its distinct angle is the combination of distribution execution features with built-in document and transaction handling for purchasing, selling, and fulfillment processes.
- +Multi-warehouse inventory support supports allocating stock per selling location
- +Document flows cover purchasing and sales order lifecycles without external glue code
- +Inventory visibility supports lot-level handling for regulated product tracking needs
- +Configuration supports common distributor workflows like order to warehouse release
- –Advanced automation beyond standard workflows depends heavily on configuration work
- –API surface depth is unclear for high-throughput warehouse events and near-real-time updates
Best for: Fits when a distributor needs warehouse-driven order execution with multi-location inventory control.
Ordoro
SMBInventory and order management for small distributors.
Advanced shipping notifications tied to order status changes to keep downstream channels updated without manual rework.
Ordoro is a commerce and order-operations system designed for distributors that need multi-channel order processing tied to warehouse activity. It supports shipping automation, label creation, and order status updates to keep pick-pack-ship workflows moving across carriers and marketplaces.
- +Carrier-connected shipping automation with label printing tied to order events
- +Operational logs that help trace fulfillment actions and shipping outcomes
- +Role-based access controls separate warehouse users from admin users
- +Multi-channel order handling reduces manual dispatch work
- –Advanced warehouse allocation and bin-level control can be limited versus WMS-first tools
- –EDI 850 and EDI 856 workflows often require careful integration mapping
- –Complex lot traceability and FEFO rotation may need additional process controls
- –Multi-warehouse order routing depth can lag ERP-native distribution modules
Best for: Fits when distributors need fast pick-pack-ship execution with shipping automation and basic governance.
SAP S/4HANA
enterpriseEnterprise ERP suite with distribution management modules.
Inventory-led costing and postings remain consistent with stock movements across order, delivery, and billing documents.
SAP S/4HANA supports distributor order-to-cash and finance in one ERP core, with inventory-led accounting and end-to-end traceability across business documents. It handles warehouse execution through tight integration with SAP Warehouse Management and provides multi-warehouse allocation controls for planning and fulfillment.
- +Inventory-led accounting keeps cost, stock, and postings consistent across documents
- +SAP Warehouse Management integration supports warehouse execution beyond ERP defaults
- +Extensible API surface enables integration for orders, stock, and master data
- +RBAC and audit logs support distributor governance for pricing and stock changes
- –Multi-warehouse workflows often depend on configuration plus warehouse add-ons
- –Cross-system automation requires careful interface mapping and governance discipline
Best for: Fits when distributors need an ERP core with deep warehouse execution integration and strict financial controls.
Oracle NetSuite
enterpriseCloud ERP with inventory and distribution management capabilities.
SuiteTalk and SuiteScript extensibility enable custom distributor workflows and data synchronization across inventory, orders, and shipping records.
Oracle NetSuite targets wholesale distribution teams that need ERP and inventory control with a broad integration and automation surface. It includes multi-location inventory, order management, and shipping workflows that can be configured to match pick-pack-ship processes across branches and warehouses.
- +Strong API and SuiteTalk integration for building distribution-specific extensions
- +Multi-location inventory supports branch level stock visibility for routing and fulfillment
- +Role-based access and audit trail support governance across orders, inventory, and billing
- +Extensible shipping and order workflows support pick-pack-ship configuration
- –Advanced warehouse workflows can require configuration and add-ons for edge cases
- –Cross-system inventory accuracy depends on integration quality and mapping discipline
- –Real-time operational reporting may require careful performance tuning and saved searches
- –Complex distributor processes can create admin overhead for large role matrices
Best for: Fits when wholesale distributors need ERP inventory and shipping workflows with API-based integrations.
Conclusion
After evaluating 10 distributors software, Katana 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 Distributors Software
This buyer’s guide covers distributors software built to connect order processing with warehouse execution, including Katana, Cin7, Fishbowl, and Microsoft Dynamics 365 Supply Chain Management. It also includes Epicor Kinetic, Infor CloudSuite Distribution, Blue Link ERP, Ordoro, SAP S/4HANA, and Oracle NetSuite for distribution workflows that need ERP-grade control.
Each tool card emphasizes how inventory updates, fulfillment steps, and shipping outcomes move through connected events, whether the workflow is event-driven like Katana or governed through configurable warehouse execution like Dynamics 365 Supply Chain Management. The rankings prioritize integration depth, automation and API surface, and governance controls that reduce manual reconciliation across receiving, pick-pack-ship, and outbound notifications.
Distributors Software for fast-moving inventory across receiving, pick-pack-ship, and outbound fulfillment
Distributors software coordinates procurement and sales order lifecycles with warehouse transaction workflows so on-hand inventory stays aligned with what staff physically pick, pack, and ship. Katana uses event-driven inventory adjustments that connect sales orders, purchase receipts, and warehouse moves into one on-hand view, which targets real-time distribution operations.
Fishbowl focuses warehouse execution by tying bin-level picking and packing to inventory movements, which supports audit-ready transaction trails for fulfillment actions. Across the list, the differentiators show up in how pick-pack-ship status updates propagate, how multi-warehouse allocation routes inventory by location, and how much API-based automation is available for inventory and shipping events.
Core evaluation criteria for Distributors Software integration and warehouse execution
Distributors software succeeds when receiving, inventory availability, pick-pack-ship execution, and outbound notifications share a consistent event trail. That consistency determines whether staff reconcile stock by spreadsheets or trust system state for routing, allocations, and shipping outcomes.
These criteria focus on integration depth, automation and API surface, and the governance controls that keep multi-warehouse workflows accurate. The tools are judged on how they move warehouse transactions into operational records without breaking throughput or creating manual rework.
Event-driven inventory state updates across receipts, shipments, and warehouse moves
Katana links sales orders, purchase receipts, and warehouse moves into one on-hand view through event-driven inventory adjustments. Fishbowl maps bin-level picking and packing to inventory movements so execution records stay tied to inventory changes.
Pick-pack-ship workflow control with multi-warehouse allocation routing
Cin7 uses a centralized fulfillment workflow that tracks pick and pack steps into outbound shipping status updates while routing inventory across locations. Infor CloudSuite Distribution supports multi-warehouse allocation with structured inventory movement controls and bin location management for put-away and picking paths.
Warehouse execution governance for bin, work process, and unit handling rules
Microsoft Dynamics 365 Supply Chain Management runs warehouse execution against detailed inventory location and unit handling rules using configurable work processes. Epicor Kinetic provides a configurable workflow engine for distributor business rules that tie pricing decisions to warehouse transactions through configurable order-to-ship processes.
Lot and serialized traceability integrated into fulfillment transactions
Infor CloudSuite Distribution supports lot or serialized traceability built into the distribution order lifecycle with warehouse-controlled fulfillment and governance. Blue Link ERP ties lot traceability into warehouse and fulfillment transactions for regulated product lot management.
Shipping automation and advanced shipping notifications tied to order status
Ordoro provides advanced shipping notifications tied to order status changes and uses carrier-connected shipping automation with label printing tied to order events. Epicor Kinetic supports API and EDI for purchase orders and shipment notifications, which targets outbound event integration beyond basic shipping labels.
ERP-grade financial consistency from inventory-led postings and warehouse integration
SAP S/4HANA keeps inventory-led costing and postings consistent with stock movements across order, delivery, and billing documents. Oracle NetSuite provides SuiteTalk and SuiteScript extensibility for distribution-specific extensions that sync inventory, orders, and shipping records with API-based integration.
Decision framework for selecting Distributors Software by integration depth and warehouse control
Start by identifying where inventory truth is created and updated in the workflow. If the warehouse actions drive the inventory state through events, tools like Katana and Fishbowl match the required execution model.
Then choose an integration and governance stance. Some platforms center on configurable warehouse execution with governed admin controls such as Dynamics 365 Supply Chain Management, while others focus on distribution-specific extensions with SuiteTalk and SuiteScript as in Oracle NetSuite. The final choice hinges on whether the organization needs deep warehouse rule configuration inside the platform or can route edge cases through external ERP alignment and add-ons.
Map the workflow to the source of inventory truth
Select Katana when inventory availability must update through receiving and shipping events that connect sales orders, purchase receipts, and warehouse moves into one on-hand view. Select Fishbowl when warehouse execution must be the control layer by tying bin-level picking and packing directly to inventory movements and audit-ready transaction trails.
Choose a fulfillment control model for multi-warehouse operations
Choose Cin7 when multi-warehouse allocation needs a centralized pick and pack workflow that pushes fulfillment progress into outbound shipping status updates. Choose Infor CloudSuite Distribution when multi-warehouse allocation must be paired with bin location management that enforces structured put-away and pick routing tied to inventory movement controls.
Verify warehouse execution rule governance and work process configuration
Choose Microsoft Dynamics 365 Supply Chain Management when warehouse execution must run against detailed inventory location and unit handling rules using configurable work processes with a governed admin model across business functions. Choose Epicor Kinetic when the workflow engine must tie distributor business rules like pricing decisions to warehouse transactions and order-to-ship execution.
Confirm traceability requirements are built into the order lifecycle
Choose Infor CloudSuite Distribution when lot or serialized traceability must be enforced through the distribution order lifecycle within the ERP workflow rather than as a bolt-on. Choose Blue Link ERP when lot traceability must be linked into warehouse and fulfillment transactions for regulated lot management with multi-location inventory control.
Align outbound shipping events with downstream channels
Choose Ordoro when outbound channels need shipping notifications tied to order status changes and when carrier-connected label printing must connect to order events with operational logs. Choose SAP S/4HANA or Oracle NetSuite when shipping and inventory records must stay consistent with deeper financial control requirements through inventory-led postings or API-based distribution extensions.
Who should buy Distributors Software for fast-moving inventory workflows
Distributors software fits teams that run fast pick-pack-ship operations and need inventory state consistency across receiving, allocation, and outbound execution. These teams usually run multiple warehouse locations or regulated inventory that requires traceability and strict posting alignment.
The right selection depends on whether the organization builds custom workflows through APIs or relies on configurable warehouse execution rules in-platform.
Mid-market distributors needing live inventory workflows with system integration
Katana fits organizations that need event-driven inventory adjustments that connect sales orders, purchase receipts, and warehouse moves into one on-hand view while supporting bin and location segregation.
Wholesale distributors managing frequent channel and shipping integrations
Cin7 fits when multi-warehouse fulfillment control must route inventory across locations with a centralized pick-pack-ship workflow that ties fulfillment tasks to order progress and outbound shipping updates.
Teams that require audit-ready warehouse execution tied to bin movements
Fishbowl fits when bin-level picking and packing must map directly to inventory movements so execution workflows remain traceable to inventory transactions.
Organizations standardizing governed warehouse execution rules across business functions
Microsoft Dynamics 365 Supply Chain Management fits when warehouse execution must use configurable work processes tied to bin locations and unit handling rules with a governance-forward admin model.
Distributors running regulated lot inventory and needing traceability in fulfillment transactions
Blue Link ERP fits when lot traceability must be integrated into warehouse and fulfillment transactions while controlling multi-warehouse allocations per selling location.
Common Distributors Software pitfalls during evaluation and rollout
Missteps usually show up after go-live when inventory accuracy breaks down, exceptions require manual reconciliation, or shipping notifications lag behind warehouse execution. The most expensive failures come from mismatched workflow ownership between warehouse transactions and the inventory or finance record that downstream teams rely on.
These pitfalls focus on how real warehouse throughput depends on configuration discipline, master data consistency, and the integration surface required for outbound events.
Assuming advanced inventory allocation will work without consistent location master data and mapping
Cin7 shows allocation and routing depend on warehouse accuracy that relies on consistent master data and location mapping. Rehearse allocation logic with real location data before expanding to additional warehouses.
Overlooking the implementation depth for warehouse execution rule configuration
Microsoft Dynamics 365 Supply Chain Management requires sustained governance and configuration work to set up warehouse execution rules tied to bins and work processes. Epicor Kinetic can also require deeper configuration for advanced fulfillment scenarios beyond lighter distributor workflows.
Treating outbound shipping events as an afterthought instead of a synchronized workflow artifact
Ordoro ties advanced shipping notifications to order status changes and shipping actions, which reduces manual rework only when status updates align with execution timing. If ERP and warehouse execution updates drift, shipment notifications can fail to reflect what actually shipped.
Expecting distribution accounting depth without ERP alignment when the warehouse module needs financial control
Katana notes advanced distribution accounting features may require external ERP integration, which affects organizations that expect full accounting depth inside the distribution layer. SAP S/4HANA provides inventory-led accounting consistency but may still require configuration and add-ons for multi-warehouse workflows.
How We Selected and Ranked These Tools
We evaluated Katana, Cin7, Fishbowl, and Microsoft Dynamics 365 Supply Chain Management, plus Epicor Kinetic, Infor CloudSuite Distribution, Blue Link ERP, Ordoro, SAP S/4HANA, and Oracle NetSuite for distributors software workflows that connect receiving, warehouse execution, and outbound shipping status. Features account for 40% of the scoring, ease for 30%, and value for 30%.
Katana received the top position because event-driven inventory adjustments connect sales orders, purchase receipts, and warehouse moves into one on-hand view and the inventory updates follow receiving and shipping events in one workflow. The ranking also reflects how directly each tool ties pick-pack-ship status updates and warehouse execution records to inventory movements via bins, locations, and configurable workflows.
Frequently Asked Questions About Distributors Software
How do Katana and Fishbowl keep on-hand inventory aligned with warehouse moves?
Which tool is better for distributors that need pick and pack steps reflected in outbound shipping status?
When do EDI purchase orders and shipment documents work better with Dynamics 365 Supply Chain Management or Epicor Kinetic?
What breaks if NetSuite and SAP S/4HANA are used without a tested data model for multi-warehouse allocation?
Which integration approach fits teams that need API-based automation rather than only ERP connectors?
How does Fishbowl’s bin-level execution compare with Dynamics 365’s work-process governance for warehouse operations?
Where does Ordoro fall short compared with Infor CloudSuite Distribution for traceability and warehouse governance depth?
How do SAP S/4HANA and SAP Warehouse Management integration surfaces affect inventory-led accounting?
Which tool provides the strongest admin controls for access and change visibility during distributor workflows?
When should distributors evaluate Blue Link ERP versus Katana for regulated lot handling and warehouse-driven execution?
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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