GITNUXSOFTWARE ADVICE
Business FinanceTop 10 Best Stock Management Software of 2026
Top 10 stock management software tools ranked by inventory features and pricing, with side-by-side notes for retailers and operations teams.
How we ranked these tools
Core product claims cross-referenced against official documentation, changelogs, and independent technical reviews.
Analyzed video reviews and hundreds of written evaluations to capture real-world user experiences with each tool.
AI persona simulations modeled how different user types would experience each tool across common use cases and workflows.
Final rankings reviewed and approved by our editorial team with authority to override AI-generated scores based on domain expertise.
Score: Features 40% · Ease 30% · Value 30%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
Ordoro is the solid pick for multi-channel e-commerce teams that need PO-to-fulfillment inventory execution with fewer manual stock edits, while Katana fits when you’re managing manufacturing steps and want inventory control tied to production scheduling.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Ordoro
PO-to-fulfillment automation links inbound receiving outcomes and shipment actions to inventory status changes.
Built for fits when multi-channel e-commerce teams need PO-to-fulfillment inventory execution with fewer manual stock edits..
Katana
Editor pickInventory movement tracking is tied to production and order workflow events so stock changes follow operational steps.
Built for fits when mid-size teams need inventory control tied to manufacturing steps and integrations..
Finale Inventory
Editor pickMovement ledger audit trail for stock changes across receiving, transfers, and adjustments.
Built for fits when warehouses need barcode-driven stock accuracy and tight serial and lot traceability..
Related reading
Comparison Table
Ordoro
SMBInventory and shipping management for e-commerce merchants with dropship and kitting support.
PO-to-fulfillment automation links inbound receiving outcomes and shipment actions to inventory status changes.
Ordoro’s core execution flow connects inbound receiving, warehouse picking triggers, and outbound shipping to inventory status updates, which helps maintain warehouse stock accuracy over time. The system’s automation focuses on operational triggers such as PO-driven replenishment and rule-based handling during fulfillment, reducing manual stock updates during daily throughput. Integration coverage is practical for multi-channel operators because it can sync orders and feed shipping outcomes back into inventory records. Governance is handled through configurable warehouse and item settings that control what actions are allowed at each workflow stage.
A common tradeoff is that Ordoro’s depth depends on clean master data and disciplined workflow configuration, since incorrect item packaging, location mapping, or reorder parameters create avoidable stock adjustments later. Ordoro fits best when receiving and fulfillment are already centralized through a warehouse workflow, and when barcode scanning or equivalent item identifiers are consistently used at receiving and picking. Teams that need complex lot-level expiration logic or custom allocation rules often have to validate how their specific inventory constraints map to Ordoro’s allocation and traceability capabilities.
- +Operational stock movement updates tied to receiving and fulfillment events
- +Order synchronization supports keeping on-hand counts aligned with outbound activity
- +Rule-based replenishment workflows reduce manual reorder handling
- +Barcode scanning oriented receiving workflow supports fewer input errors
- –Workflow configuration requires item and location data hygiene to avoid later adjustments
- –Allocation and traceability logic can be less flexible for edge-case fulfillment rules
- –Advanced governance needs careful role mapping across warehouse tasks
- –Exception resolution can require more manual review under high discrepancy volumes
Warehouse operations managers
Barcode receiving with exception handling
Fewer stock count mismatches
E-commerce fulfillment teams
Multi-channel order and inventory sync
Reduced oversells risk
Show 2 more scenarios
Supply chain coordinators
PO-driven replenishment automation
More consistent replenishment timing
Reorder policies generate replenishment actions based on inventory levels and lead time tracking inputs.
Inventory control analysts
Cycle counting preparation and adjustment workflow
Clear discrepancy accountability
Stock adjustments and audit trail capture changes so cycle counting outcomes can be reconciled to ledger history.
Best for: Fits when multi-channel e-commerce teams need PO-to-fulfillment inventory execution with fewer manual stock edits.
More related reading
Katana
vertical specialistManufacturing and inventory management platform for makers with production scheduling and shop-floor control.
Inventory movement tracking is tied to production and order workflow events so stock changes follow operational steps.
Katana’s stock management is built around warehouse stock control that stays in sync with manufacturing and order activity through controlled stock transactions. Locations and transfers are modeled so inbound receiving, putaway-style movements, and inter-location transfers can be reflected in stock balances. An automation layer can drive reorder signals and stock updates based on operational events rather than manual spreadsheets.
A key tradeoff is that Katana’s depth for advanced warehouse management workflow like sophisticated wave or route planning is more limited than specialized WMS suites. Katana fits best when cycle counting and stock adjustments need to reconcile against transaction-driven balances, and when teams want API-driven integration with order and production data rather than standalone item-only inventory.
- +Transaction-based stock balances keep inventory aligned with production and fulfillment
- +API supports integration of inventory events with ERP and commerce systems
- +Configurable workflow automation reduces manual stock updates
- +Stock location tracking supports transfers and multi-location visibility
- –Advanced picking wave planning is not as fully featured as WMS-first products
- –Complex governance for multi-warehouse operations can require careful internal process design
- –Some lot and batch workflows may need disciplined setup to avoid mismatches
- –Barcode scanning integrations depend on the chosen integration approach
Manufacturing operations teams
Track component consumption to finished goods
Warehouse stock accuracy improves
Inventory analysts
Reconcile stock balances with transactions
Fewer unexplained discrepancies
Show 1 more scenario
ERP and integration teams
Sync inventory changes to external systems
Faster system convergence
The API can publish stock movement events for downstream systems like ecommerce and ERP syncing.
Best for: Fits when mid-size teams need inventory control tied to manufacturing steps and integrations.
Finale Inventory
SMBCloud-based inventory management with barcode scanning, lot tracking, and QuickBooks integration.
Movement ledger audit trail for stock changes across receiving, transfers, and adjustments.
Finale Inventory manages the inventory lifecycle through receiving, putaway steps, transfers between locations, and stock adjustments that update a ledger-based view of on-hand quantities. The system supports serial number tracking and lot control, which helps maintain traceability when issues require narrow scope recalls or distributor-grade reporting. Barcode scanning reduces entry friction during inbound receiving and cycle counting, which improves throughput on the warehouse floor.
A tradeoff is that advanced automation and deeper ERP-style synchronization typically require external integration work rather than built-in multi-connector provisioning. Finale Inventory works best when inventory operations need disciplined stock movement records and traceability for lots and serials, like regulated distribution and fast-moving spare parts catalogs.
- +Ledger-style stock movements keep receipts and adjustments auditable
- +Serial and lot tracking support traceability across transactions
- +Barcode scanning speeds cycle counting and inbound receiving
- +Configurable locations support multi-warehouse stock control
- –Integration depth depends on external systems for broader ERP sync
- –Automation for complex allocation rules can require process discipline
- –Advanced workflows may need configuration time before rollout
- –Reporting customization can lag behind highly tailored analytics needs
Warehouse operations teams
Barcode receiving with ledger audit trail
Higher stock accuracy and fewer disputes
Inventory control managers
Cycle counting with serial and lot scope
Improved warehouse stock accuracy
Show 2 more scenarios
Quality and compliance teams
Traceability for recalls and replacements
Faster tracebacks and containment
Lot and serial tracking ties outbound and returns to inbound history for controlled investigations.
Logistics coordinators
Transfers between locations with traceability
Clear stock ownership across sites
Inter-location transfers update stock counts while preserving identifier-level traceability.
Best for: Fits when warehouses need barcode-driven stock accuracy and tight serial and lot traceability.
Zoho Inventory
SMBCloud-based inventory and order management with multi-channel selling integrations.
Inventory ledger plus lot and serial tracking work together to record item-level stock movements and traceability from receiving through adjustments.
Zoho Inventory brings stock control into the Zoho ecosystem with inventory records that sync across sales channels and warehouse locations. It handles inbound receiving workflows, stock movement tracking, and reorder-point policies tied to lead times and supplier demand patterns.
The system also supports lot and serial tracking for traceability workflows, including expiration-date handling when batches matter. Automation and integrations are driven through Zoho services, with an API surface for pushing and reconciling inventory transactions.
- +Zoho ecosystem sync keeps orders, items, and stock balances aligned
- +Lot and serial tracking supports traceability and item-level receiving
- +Inventory ledger records stock movements for audit-focused reviews
- +API enables inventory updates and transaction reconciliation from external systems
- –Advanced warehouse workflow setups require careful configuration of locations and item rules
- –Putaway optimization and picking-wave planning are less prescriptive than full WMS suites
- –Complex valuation and multi-warehouse edge cases need tighter operating procedures
- –Some integrations depend on matching Zoho object mappings and field conventions
Best for: Fits when Zoho-connected teams need transaction-level stock control across sales channels and locations.
Cin7
mid-marketAutomated inventory and order management platform with built-in POS and EDI capabilities.
Warehouse execution that updates stock in near real time from sales and fulfillment events across connected channels.
Cin7 runs warehouse stock control and multi-location inventory workflows with purchasing, receiving, stock movements, and order fulfillment in one operational system. It is distinct for how it connects retail and online order flows to warehouse execution and stock updates, which reduces ledger drift when demand and fulfillment channels change.
Core capabilities include inbound receiving, putaway and picking coordination, returns handling, and inventory adjustments with traceable stock movement records. Cin7 also supports integrations and automation so inventory data stays consistent across ERP, POS, and e-commerce systems.
- +Multi-warehouse stock control tied directly to fulfillment and order status
- +Inbound receiving workflows map to subsequent stock movement and allocation
- +Extensive integration options to keep ERP, POS, and e-commerce inventory aligned
- +Configurable stock adjustments with traceable impact on the stock movement ledger
- –Complex setups for multi-location rules can slow governance for new teams
- –Advanced lot or serial workflows require careful configuration and process discipline
- –Cycle counting and reconciliation workflows can feel workflow-heavy at scale
- –Automation relies on integration mapping choices that can become brittle over time
Best for: Fits when retail and online demand must update multi-warehouse inventory with controlled receiving, picking, and returns.
Linnworks
mid-marketAdvanced inventory and order management platform for high-volume multi-channel sellers.
Linnworks allocation logic can prioritize inventory across channels using traceability-aware stock movement data.
Linnworks targets multi-channel retailers that need stock control tied to e-commerce order synchronization, not just spreadsheet inventory. The system tracks stock movement through a warehouse workflow, supports inbound receiving with supplier and purchase order context, and handles lot and serial traceability for regulated items.
Automation rules connect purchase decisions, inbound processing, and allocation behavior to keep warehouse stock accuracy aligned with sales demand. Extensive integrations to ERP, POS, and shipping and fulfillment channels reduce reconciliation work when inventory changes during picking, packing, and returns.
- +Tight e-commerce order synchronization with warehouse stock movement tracking
- +Lot and serial traceability supports audit-ready batch and item history
- +Inbound receiving workflows tie supplier and purchase order context to stock
- +Automation rules link reorder policy and allocation behavior to inventory changes
- –Configuration effort rises with complex warehouse flows and channel mapping
- –Advanced traceability requirements can slow receiving throughput
- –Reporting coverage depends on enabled modules and data feeds
- –Workflow depth can make troubleshooting require admin-level knowledge
Best for: Fits when retailers need multi-warehouse stock control across channels with serial and lot rules.
Fishbowl
SMBDesktop and cloud inventory management solution with manufacturing and warehouse modules.
Manufacturing-grade work orders that drive inventory movements with end-to-end traceability from receipt to shipment.
Fishbowl combines shop-floor style manufacturing execution with warehouse stock control, which makes it fit workflows that go beyond simple item counts. Core capabilities include inbound receiving, stock transfers, and warehouse transactions tied to an explicit stock movement ledger.
Inventory visibility supports lot and serial traceability plus expiration handling for FEFO execution. The system also supports ERP and accounting connectivity so stock movements can flow through operational and financial records.
- +Transaction-driven stock movement ledger keeps warehouse changes traceable
- +Lot and serial traceability supports item genealogy and returns handling
- +FEFO-ready expiration tracking reduces expiring inventory risk
- +ERP integration keeps financial and operational records aligned
- –Configuration and data mapping can be slow for complex item catalogs
- –Advanced warehouse workflows require disciplined setup to match real operations
- –Reporting depth depends on how transactions are captured at scan time
- –Customization paths can add friction when internal governance is light
Best for: Fits when manufacturers and distributors need traceable warehouse transactions connected to ERP records.
inFlow Inventory
SMBInventory management software available as web, desktop, and mobile apps with barcode scanning.
Barcode-driven stock movement capture that updates on-hand quantities tied to receiving and fulfillment events.
inFlow Inventory is a warehouse and stock control system built around barcode-driven workflows and fast stock movement capture. It supports purchase and sales order flows with stock level updates tied to receiving, fulfillment, and stock adjustments. Inventory accuracy work is centered on cycle counting and clear item-level tracking so the stock movement ledger stays consistent with on-hand quantities.
- +Barcode-first receiving and picking records inventory changes quickly
- +Cycle counting workflows help keep warehouse stock accuracy up to date
- +Item ledger ties stock movement to specific orders and adjustments
- +Mobile-friendly stock updates support day-to-day warehouse execution
- –Advanced allocation logic can feel limited for lot or batch operations
- –Complex multi-warehouse setup needs careful item and location mapping
- –Reporting depth lags behind tools built for high-volume analytics
- –ERP and e-commerce synchronization depends on connector coverage
Best for: Fits when a mid-market team needs barcode-driven stock control with reliable order-linked inventory updates.
Megaventory
SMBCloud inventory management with multi-user access, order fulfillment, and reporting tools.
Stock movement ledger design ties each adjustment and transfer to item, location, and identifier history for end-to-end traceability.
Megaventory manages stock across locations by recording stock movements, receipts, and adjustments in a warehouse stock control workflow. It supports product tracking by variants plus lot and serial fields, and it ties those identifiers to shipping, returns, and purchase flows.
The system can connect to external sales channels and ERPs through an API and webhook-style integrations, so inventory changes can propagate to downstream systems. Admin users get role-based access controls and an audit trail that records key inventory events.
- +Stock movement ledger captures receipts, shipments, and adjustments per item and location
- +Lot and serial tracking can flow into picking and returns with identifier continuity
- +API and automation surface enable bi-directional inventory synchronization with external systems
- +Audit trail records inventory changes for operational traceability
- –Multi-warehouse setup requires careful item mapping to avoid incorrect stock allocations
- –Advanced warehouse execution features need disciplined configuration to match workflows
- –Some reconciliation tasks depend on clean inbound and outbound event histories
- –Reporting depth for valuation and compliance varies by configuration and exports
Best for: Fits when operations teams need multi-location inventory control with traceability and API-driven integrations.
Netstock
enterpriseInventory planning and optimization software with demand forecasting and supplier management.
Netstock’s inventory control workflows for allocation and exception routing based on real stock status.
Netstock is a stock management system used to keep warehouse stock control aligned with real inbound and outbound activity. It focuses on stock visibility, stock movement workflows, and exception handling tied to reorder point and allocation decisions.
Netstock also supports integrations with ERP and warehouse execution data so the stock ledger stays consistent across systems. Automation features center on thresholds, receiving and putaway-linked processes, and repeatable inventory control tasks.
- +Built for multi-warehouse stock accuracy workflows with strong exception handling
- +Inventory control automation around reorder points and allocation decisions reduces manual review
- +Integrations can keep stock movement ledger updates aligned across ERP and warehouse data
- +Supports lot, batch, and expiration controls used in regulated inventory processes
- –Configuration effort is higher when mapping complex item hierarchies and locations
- –Automation coverage is weaker for custom valuation rules that require code-level changes
- –Advanced governance needs careful role design to avoid noisy approval cycles
- –Cycle counting execution depends on the quality of barcode or scanning inputs
Best for: Fits when mid-market teams need stronger stock movement control than a standalone spreadsheet workflow.
Conclusion
After evaluating 10 business finance, Ordoro 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 stock management software
Stock management software replaces manual stock edits with transaction-linked receiving, transfers, and fulfillment updates across locations, so on-hand counts match warehouse activity and order status. This guide covers Ordoro, Katana, Finale Inventory, Zoho Inventory, Cin7, Linnworks, Fishbowl, inFlow Inventory, Megaventory, and Netstock with emphasis on how each product records stock movement history.
The coverage focuses on integration depth and automation behavior, especially when APIs and event-driven workflows move inventory status forward without repeated re-entry. Ordoro is highlighted for PO-to-fulfillment execution links, while Katana and Fishbowl focus on production and work order-driven stock movements.
Stock management software for transaction-linked inventory control, traceability, and warehouse execution
Stock management software manages the inventory lifecycle by recording stock movement ledgers for receiving, transfers, adjustments, and shipments, then tying those changes to allocations and traceability. Tools such as Finale Inventory and Zoho Inventory use movement ledger and item-level tracking to keep serial and lot history auditable across warehouse events.
This software category also supports operational execution through connected workflows, where systems like Ordoro and Cin7 push stock status updates forward from inbound receiving and outbound fulfillment. The practical differentiator is how inventory events propagate through configuration, automation rules, and integration surfaces so warehouse stock accuracy remains aligned with real throughput rather than periodic reconciliation.
Inventory event control, traceability, and integration criteria
Stock management software differs in how it converts receiving, production, fulfillment, and adjustment events into on-hand changes. Ordoro and Cin7 connect order activity to stock status, while Katana and Fishbowl connect production activity to inventory transactions.
The main comparison points are movement history, identifier tracking, channel allocation, scanning, and integration control. These mechanisms determine whether teams can explain stock balances and move inventory updates between systems without duplicate entry.
Event-linked stock updates
Ordoro links purchase orders, receiving outcomes, and shipments so inventory status changes follow operational events. Cin7 connects sales, receiving, picking, fulfillment, and returns across multiple warehouses.
Production transaction coverage
Katana records stock changes through production and fulfillment steps. Fishbowl uses manufacturing work orders to connect material consumption, warehouse transactions, and shipment records.
Movement history and identifier continuity
Finale Inventory provides a ledger-style history for receipts, transfers, and adjustments, with serial and lot records attached to transactions. Megaventory carries item, location, lot, and serial identifiers through receiving, picking, returns, and adjustments.
Channel allocation and order synchronization
Linnworks applies allocation logic across sales channels and warehouses while considering traceability data. Zoho Inventory keeps orders, items, and stock balances aligned across connected sales channels and locations.
Barcode-based warehouse capture
inFlow Inventory records receiving and picking activity through barcode workflows and supports cycle counting. Finale Inventory combines barcode-driven warehouse work with serial and lot records for traceable item handling.
API and integration surface
Katana exposes inventory events for connections with ERP and commerce systems. Megaventory provides API-driven integration options for teams that need inventory records exchanged with external operational software.
Choose the inventory data model before comparing workflow breadth
The correct stock management software depends on the event that should create each stock change. Ordoro and Cin7 center the workflow on orders and fulfillment, while Katana and Fishbowl center it on production transactions.
Warehouse execution also varies by control model. Finale Inventory and Megaventory emphasize traceable movement history, inFlow Inventory emphasizes barcode capture, and Netstock emphasizes exception routing and reorder decisions.
Choose order-led or production-led inventory control
Select Ordoro or Cin7 when purchase orders, sales orders, receiving, and fulfillment should drive stock updates. Select Katana or Fishbowl when work orders, material consumption, and production stages must create the inventory record.
Choose ledger-first or execution-first warehouse control
Choose Finale Inventory or Megaventory when the central requirement is a traceable history for receipts, transfers, adjustments, and identifiers. Choose inFlow Inventory or Cin7 when barcode capture, picking, receiving, and returns need to guide daily warehouse activity.
Map the required external systems
List the ERP, commerce channels, sales systems, and warehouse devices that must exchange inventory events. Katana and Megaventory suit teams that need API-driven connections, while Zoho Inventory suits teams already operating inside the Zoho ecosystem.
Set the warehouse complexity threshold
Use Ordoro or Zoho Inventory for controlled multi-channel workflows with defined item and location rules. Use Linnworks, Cin7, or Megaventory when allocation across multiple warehouses and channels requires deeper mapping and governance.
Decide between exception management and transaction capture
Choose Netstock when reorder points, allocation decisions, and exception routing are the main control needs. Choose Finale Inventory, inFlow Inventory, or Fishbowl when staff must capture and explain individual warehouse transactions.
Operational profiles that benefit from stock management software
The strongest fit depends on where stock changes originate and how many systems must receive them. Order-led retailers, manufacturers, distributors, and traceability-focused warehouses require different control patterns.
Small teams can use inFlow Inventory or Zoho Inventory for structured transaction capture. Larger multi-channel operations may need Ordoro, Cin7, Linnworks, or an API-centered platform such as Megaventory.
Multi-channel e-commerce teams
Ordoro links purchase orders and fulfillment events to stock status, while Linnworks allocates inventory across channels and warehouses. Cin7 adds receiving, picking, fulfillment, and returns controls for retail and online demand.
Manufacturers and production distributors
Katana ties inventory balances to production steps and exposes inventory events for connected systems. Fishbowl connects work orders, warehouse transactions, lot records, serial records, and shipment history.
Traceability-focused warehouses
Finale Inventory records movement history with serial and lot identifiers across receipts and adjustments. Megaventory maintains identifier continuity through picking and returns for multi-location operations.
Barcode-led mid-market warehouses
inFlow Inventory uses barcode workflows for receiving and picking and includes cycle counting processes. Zoho Inventory supports item-level receiving and identifier tracking for teams already using connected Zoho applications.
Inventory planning teams
Netstock focuses on reorder points, allocation decisions, and exception handling across warehouse stock. Its workflow suits teams that need planning controls beyond spreadsheet review rather than a full manufacturing execution system.
Stock control mistakes that create inaccurate inventory records
Most implementation failures begin with incorrect item, location, channel, or identifier mappings. Ordoro, Cin7, Linnworks, and Megaventory all become harder to govern when warehouse rules do not match the operating structure.
Teams also lose control when automation is judged by feature count instead of event coverage. A system must record the specific receiving, production, picking, return, and adjustment actions that change stock in the operation.
Importing item and location records without testing warehouse mappings
Create test receipts, transfers, allocations, and returns before going live. Megaventory and Ordoro require accurate item and location relationships to prevent incorrect balances and later adjustments.
Selecting a production tool for an order-led warehouse
Use Ordoro or Cin7 when purchase orders and fulfillment create most stock changes. Katana and Fishbowl are better aligned with work orders, production stages, and material consumption.
Assuming channel synchronization covers warehouse allocation
Test partial shipments, channel-specific stock pools, and multi-warehouse allocation in Linnworks or Zoho Inventory. Order synchronization alone does not define which location supplies each order.
Adding serial or lot tracking without defining receiving and returns procedures
Specify where identifiers are captured, checked, transferred, and restored after a return. Finale Inventory and Megaventory can preserve item history, but staff processes must attach the correct identifiers to each transaction.
Treating API access as proof of complete integration coverage
Map each required event and response, including receipts, adjustments, fulfillment, and failed updates. Katana and Megaventory provide integration surfaces, but the connected system still needs explicit field and event mapping.
How We Selected and Ranked These Tools
We evaluated Ordoro, Katana, Finale Inventory, Zoho Inventory, Cin7, Linnworks, Fishbowl, inFlow Inventory, Megaventory, and Netstock across inventory features, ease of use, and overall value. Features accounted for 40% of each overall score, while ease of use and value accounted for 30% each.
We examined transaction-linked updates, traceability, warehouse workflows, integration depth, automation behavior, and API coverage. Ordoro ranked first because its PO-to-fulfillment automation connects receiving outcomes and shipment actions to inventory status changes with high feature, ease, and value scores.
Frequently Asked Questions About stock management software
How do Ordoro and Cin7 keep the stock movement ledger current during inbound receiving and outbound fulfillment?
Which tools tie inventory changes to production or work steps instead of only item counts?
How does Finale Inventory handle audit trail and traceability across receipts, transfers, and adjustments?
When lot and expiration tracking must support FEFO execution, which tools provide the required mechanics?
What breaks if stock updates are driven by spreadsheets instead of workflow-linked systems like Linnworks and inFlow Inventory?
How do Katana and Megaventory expose automation and data exchange for inventory events?
Which tools provide role-based access controls and audit logging for inventory events?
How should data migration be planned when moving from an existing system to Finale Inventory or Zoho Inventory?
Which tools manage allocation and exception routing using thresholds tied to inventory status?
How do Zoho Inventory and Cin7 approach multi-location operations with supplier and returns workflows?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
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