
GITNUXSOFTWARE ADVICE
Automotive ServicesTop 10 Best Automotive Repair Software of 2026
Ranking and comparison roundup of automotive repair software for shops, covering features and tradeoffs across Mitchell 1, Shopware, and AutoLeap.
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
Shopware by Mitchell 1 is the best fit for multi-tech auto repair shops that need tightly governed service workflows with inspection media, signatures, and system connectivity, while MechanicDesk works well for independent shops wanting job-card dispatch with inspection capture and job costing.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Shopware by Mitchell 1
Documented work order workflow that keeps inspections, signatures, and invoicing anchored to a single RO timeline.
Built for fits when multi-tech shops need tightly governed service workflows with inspection media, signatures, and external system connectivity..
Mitchell 1
Editor pickVehicle identification workflow that ties repair content to the work order to minimize re-keying and mismatched parts-labor.
Built for fits when shops want one consistent RO record from estimate to documented closeout..
AutoLeap
Editor pickVIN decoding drives a structured vehicle identification workflow that prepopulates repairs, documents, and service history records.
Built for fits when multi-tech shops need VIN-driven inspection capture and automated work routing..
Related reading
Comparison Table
Shopware by Mitchell 1
vertical specialistShop management software for auto repair businesses.
Documented work order workflow that keeps inspections, signatures, and invoicing anchored to a single RO timeline.
Shopware by Mitchell 1 supports the full repair-shop loop from appointment intake through estimate acceptance, work order dispatching, and invoicing with service history log continuity. Digital inspections can attach media and documentation to the job record, which helps technicians justify labor and parts decisions during customer review. The automation and integration surface is geared toward shop operations, with API-based integration options that support connecting shop data to accounting exports and other systems.
A key tradeoff is that deeper automation and integration depend on configuration discipline across roles, templates, and workflow states. Shopware fits best when shops need consistent job documentation for every RO, then want tighter throughput using technician assignment and mobile-friendly capture during the vehicle visit.
- +Digital inspection attachments keep photos and documents tied to each RO
- +Role-based service permissions and audit log support operational governance
- +Job costing and labor time tracking connect estimates to invoicing
- +API-based integration supports accounting exports and external systems
- –Workflow state setup requires disciplined governance across teams
- –Warranty claim workflow coverage can lag shops with complex manufacturer portal needs
- –VIN decoding and OBD-II scan handling may require add-ons for full automation
Service advisors and estimators
Turn inspections into accepted estimates
Faster RO-to-invoice conversion
Shop managers
Govern approvals and role permissions
Lower compliance risk
Show 2 more scenarios
Technicians
Track labor during repair execution
More accurate job costing
Technicians log time against job tasks so job costing stays aligned to actual work.
Integrations and ops teams
Automate data flow into systems
Reduced manual rekeying
API-based integration supports synchronizing shop events into accounting exports and other systems.
Best for: Fits when multi-tech shops need tightly governed service workflows with inspection media, signatures, and external system connectivity.
More related reading
Mitchell 1
vertical specialistAuto repair shop management and repair information software.
Vehicle identification workflow that ties repair content to the work order to minimize re-keying and mismatched parts-labor.
Mitchell 1 supports the core shop loop from estimate creation through job costing and invoicing, with repair order records designed to carry through the service history log. The suite includes digital inspection and job documentation elements that attach to the work order, which helps technicians keep requirements and evidence in the same place. Vehicle identification workflow and repair content linking help teams start repairs from consistent vehicle data and reduce manual lookups.
A key tradeoff is that Mitchell 1 is strongest when the shop standardizes how estimates, labor, parts, and documentation are created on each RO, because inconsistent entry patterns make later reporting harder. It fits shops that already run Mitchell repair content and want a single procedural path for intake, technician execution, and customer deliverables.
- +Technician work-flow centric repair order documentation and closing
- +Estimate and invoice creation tied to the same job record
- +Vehicle identification workflow links repair content to RO setup
- +Service history records support returning customer context
- –Adoption depends on consistent estimate and documentation practices
- –Reporting and customization can lag shops needing deep internal automation
- –Role separation needs careful configuration to avoid permission sprawl
- –Some integrations require partner modules rather than being native
Multi-bay service managers
Standardize estimates through invoicing
Fewer document mismatches
Independent shop technicians
Keep repair documentation on the RO
Faster completion and handoff
Show 2 more scenarios
Used-car and repeat customers
Use service history during intake
More consistent recommendations
Service advisors reuse prior work context to guide recommendations for returning vehicles.
Regional franchise operators
Enforce repeatable paperwork process
Reduced training drift
Operations teams align how ROs are built so vehicle data and labor steps stay consistent.
Best for: Fits when shops want one consistent RO record from estimate to documented closeout.
AutoLeap
vertical specialistAuto repair shop management software.
VIN decoding drives a structured vehicle identification workflow that prepopulates repairs, documents, and service history records.
AutoLeap centers day-to-day shop operations around VIN-driven vehicle identification, inspection capture, and job costing inputs that flow into estimates and invoices. The system supports appointment scheduling and technician assignment, and it keeps a service history log that ties work performed to authorization artifacts like signatures and captured files. Operational controls include role-based service permissions and audit logging for changes to estimates, approvals, and job status transitions.
A tradeoff appears in governance and workflow setup, since automation rules and templates require disciplined configuration to avoid inconsistent technician checklists and customer messages. AutoLeap fits shops that run repeatable repair processes across multiple advisors and technicians, especially when mobile inspection capture and standardized documentation are used to reduce rework.
- +VIN-led vehicle identification reduces manual entry during intake
- +Inspection photos and documents stay linked to the same service history thread
- +Automation rules route work based on job status and authorization steps
- +API-based integration supports ERP and accounting export workflows
- –Automation templates require consistent setup to prevent message and checklist drift
- –Advanced warranty workflows can demand manual mapping to match real portals
- –Some EDI edge cases need custom connector logic
Service advisors and dispatch
Convert inspections into authorized work quickly
Fewer handoff delays
Technician teams
Complete standardized digital checklists
Less rework from missing proof
Show 2 more scenarios
Shop owners and controllers
Run audit-ready changes across jobs
Stronger internal compliance
Audit logging and role-based permissions track edits to estimates, approvals, and job milestones.
Accounting operations
Sync invoicing outcomes to GL
Faster monthly close
Exports and API workflows support downstream reconciliation with ERP or accounting systems.
Best for: Fits when multi-tech shops need VIN-driven inspection capture and automated work routing.
AutoFluent
vertical specialistAuto shop management software for tire and repair shops.
Evidence-first job records that keep photos, documents, and status updates linked to a specific work order.
AutoFluent fits automotive repair shops that need tighter operational control across intake, estimates, work orders, and delivery documentation.
It keeps service-history continuity so each repair stays tied to a customer and vehicle record, with photo and document capture attached to specific jobs.
Workflow automation covers technician assignment, work order status movement, and customer communication templates tied to job milestones.
API-based integration and extensibility support data flow into shop accounting and other systems without manual re-entry.
- +Service-history log keeps prior repairs connected to each new work order.
- +Photo and document capture attaches evidence to the exact job record.
- +Workflow automation routes jobs through assignment and status changes.
- +API-based integration supports external systems to reduce manual data entry.
- –Digital inspection checklist depth depends on configured inspection templates.
- –Warranty claim workflow coverage can require process mapping to match internal rules.
- –VIN and DTC workflows may need an integration project for full coverage.
- –Change governance needs consistent role definitions and audit habits.
Best for: Fits when mid-size repair teams need end-to-end job workflow with evidence capture and integration.
Shop Boss
vertical specialistWeb-based auto repair shop management software.
Vehicle-linked service history log that preserves repair context for repeat estimates and technician follow-ups.
Shop Boss manages automotive work orders end to end, from intake through technician assignment and status updates. It keeps a service history log tied to the vehicle record and supports estimate and invoice workflows for recurring shop transactions.
Shop Boss also includes job costing elements for tracking labor and parts usage against completed work. Shop Boss focuses on operational execution and traceability across each repair cycle rather than on specialty vertical tools.
- +Work order statuses support daily dispatch without spreadsheet handoffs
- +Service history stays attached to the vehicle record for repeat visits
- +Estimate and invoice workflow matches common repair shop billing steps
- +Job costing captures labor and parts usage at the repair level
- –Integration depth depends on external systems for accounting and purchasing
- –Warranty claim workflow coverage is thin for shops running frequent claims
- –Mobile field data capture is limited compared with dedicated field apps
- –Role-based permissions require careful setup to avoid cross-access
Best for: Fits when mid-size repair shops need structured work order dispatch and repair history continuity across visits.
MechanicDesk
SMBWorkshop management software for job cards, scheduling, inventory, invoicing, and customer records.
Inspection checklists with photo capture stay attached to the vehicle job record for audit-style internal review.
MechanicDesk targets independent repair shops that need job tracking from estimate to invoice with technician-focused work orders. It provides a digital vehicle intake flow with inspection checklists, photo capture, and service history logging that ties work to a specific customer and vehicle record.
The system supports dispatch-style assignment of work orders and tracks labor time against jobs for job costing and service reporting. MechanicDesk also includes customer-facing communication templates tied to the work lifecycle.
- +End-to-end job workflow links intake, inspection, and invoice steps
- +Job costing uses tracked labor time tied to each work order
- +Photo and document capture supports condition documentation for estimates
- +Technician dispatch and assignment keeps work moving by job
- –Garage-style admin can become labor-intensive without tight permission planning
- –Deep ERP-style accounting exports may require mapping work by the shop
- –Mobile capture features depend on a consistent intake workflow from staff
- –Warranty claim workflow coverage appears limited compared with warranty portal ecosystems
Best for: Fits when independent shops need inspection capture and work-order dispatch with job costing.
Protractor
vertical specialistAutomotive shop management software covering workflow control, inspections, estimates, and reporting.
Job-linked photo and document capture that stays associated with the active work order for review and handoff.
Protractor is an automotive repair shop management system focused on repeatable job execution, with workflow templates for estimates, work orders, and common inspection tasks.
The system ties together customer records, vehicle details, and service history logging so each visit can build on the last.
Protractor also supports digital photo and document capture tied to specific jobs, which helps technician notes stay attached to the vehicle’s current work.
For teams that need external connectivity, Protractor offers an automation and API surface built for integration-style deployments.
- +Workflow templates reduce variance across estimates and work orders
- +Photo and document capture keeps technician findings attached to each job
- +Service history logging helps staff reuse prior vehicle context
- +API-first integration options support automation beyond manual exports
- –Limited visibility into multi-shop reporting without extra setup
- –Some advanced automation needs governance over user roles and templates
- –VIN decoding and OBD-II capture require external integration work
- –Warranty claim workflows are narrower than parts-heavy dealership operations
Best for: Fits when a repair shop needs templated job workflows, job-linked media, and API-driven integration.
GEM-CAR
vertical specialistAutomotive garage management software for appointments, work orders, inventory, invoicing, and reporting.
Job-linked photo and document capture keeps inspections, approvals, and notes attached to the work order record.
GEM-CAR is automotive repair shop management software aimed at controlling the full work order lifecycle from intake through final invoice. The product focuses on shop workflow execution, service history logging, and document capture tied to jobs for consistent records.
GEM-CAR also supports technician assignment and labor time capture to keep job costing aligned with actual work performed. Integration and automation depth are limited to the workflows it natively models, so external systems usually require manual export or light API use.
- +Service history log keeps prior estimates, work, and notes attached to vehicles
- +Work order workflow supports job stages from dispatch to completion
- +Photo and document capture stays linked to the active job record
- +Labor time capture helps align job costing with technician activity
- –Warranty claim workflow support is limited compared with dedicated claims-first systems
- –API and integration surface are not deep enough for heavy ERP automation
- –RBAC and audit log controls appear basic for multi-location governance
- –VIN decoding, OBD-II capture, and DTC import export are not core workflows
Best for: Fits when independent repair shops need job-focused workflow tracking with consistent vehicle service histories.
Fullbay
vertical specialistRepair management software for heavy-duty shops, fleets, parts, technicians, and work orders.
Warranty claim workflow tied to the same repair event record used for history and documentation.
Fullbay runs shop estimate and work order workflows tied to a structured repair history, with vehicle photos and document attachments connected to each job. The system supports labor time tracking, job costing, and technician-facing inspection inputs that feed into customer-ready service documentation.
Fullbay also covers warranty claim workflows and repair event logging so shops can trace what was done and when across repeat visits. It is geared toward shop operations that need consistent capture of vehicle, inspection, parts, and billing artifacts in one place.
- +Repair history stays connected to photos, documents, and job records
- +Labor time tracking and job costing support clearer internal cost controls
- +Warranty workflows follow a service-event timeline instead of standalone claims
- +Technician inspection inputs can carry through to customer service outputs
- –Data capture depends on consistent shop discipline to keep history clean
- –Parts and inventory linkage needs careful setup to avoid duplicate items
- –Advanced automation beyond standard workflows can require admin tuning
- –Reporting breadth is more focused on service events than custom analytics
Best for: Fits when multi-tech shops need connected repair history and job costing with technician inspection capture.
Torque360
SMBAuto repair shop management software with estimating and invoicing.
VIN to inspection documentation flow keeps captured photos attached to the same vehicle record through estimate, work order, and invoice stages.
Torque360 is built for automotive repair operations that want a single workflow from vehicle identification through service documentation and billing.
The vehicle identification workflow is structured around VIN handling so inspections and captured evidence stay aligned with the correct vehicle context.
The job workflow links inspection inputs, photo evidence, and work scope records into estimates, work orders, and invoices with technician assignment and labor time tracking.
Compliance-minded shops benefit from electronic approvals and an audit trail that preserves a reviewable history of service record changes.
- +VIN-guided vehicle workflow connects identification to inspection and billing records.
- +Photo capture stays attached to work scopes for consistent estimate and invoice documentation.
- +Technician assignment and labor time tracking support job costing review per repair line.
- +Electronic approvals and audit trail help keep service documentation traceable.
- –Warranty claim workflow depth is limited compared with purpose-built warranty portals.
- –E-sign and approval steps add process steps that require staff training.
- –Integrations for accounting exports and ERP connectors may require engineering effort.
- –Some advanced automation needs careful configuration to avoid inconsistent work templates.
Best for: Fits when a mid-size repair shop needs VIN-driven job flow with photo-linked inspections and traceable approvals.
Conclusion
After evaluating 10 automotive services, Shopware by Mitchell 1 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 automotive repair software
Automotive repair software coordinates estimate to invoice workflows with job-linked records, inspection media, and vehicle service-history continuity. This guide covers Shopware by Mitchell 1, Mitchell 1, AutoLeap, AutoFluent, Shop Boss, MechanicDesk, Protractor, GEM-CAR, Fullbay, and Torque360.
Buyers should expect different strengths around VIN-led identification, evidence-first work order documentation, and warranty claim workflows. The mix of governance depth and automation controls varies across Shopware by Mitchell 1, which ties inspections, signatures, and invoicing to a single RO timeline, and shops that focus more narrowly on job-linked evidence or history continuity.
Automotive repair software for work order dispatching, evidence capture, and connected service history
Automotive repair software manages the shop’s work order lifecycle by binding work scopes, inspection checklists, and photo and document capture to a repair event or work order record. It also standardizes how vehicle identification and repair context flow through estimate, authorization, and documented closeout so staff does not re-key details across steps.
Shopware by Mitchell 1 anchors inspections, signatures, and invoicing to one RO timeline with role-based service permissions and an audit log. Mitchell 1 emphasizes a vehicle identification workflow that keeps repair content tied to the work order so estimate and invoice creation stay on the same job record, while tools like AutoLeap use VIN decoding to prepopulate repairs, documents, and service history records.
Core workflow controls to score across automotive repair software
Automotive repair software should keep each estimate, authorization, inspection media set, and invoice anchored to a single work order record so staff does not re-key details. Shopware by Mitchell 1 achieves this by anchoring inspections, signatures, and invoicing to one RO timeline while enforcing role-based service permissions and maintaining an audit log.
Evidence capture must stay attached to the active repair event so approvals and closeout land on the correct job scope. Tools like AutoFluent and Protractor tie photo and document capture to the exact work order record, while VIN-led workflows like AutoLeap and Torque360 connect vehicle identification to inspection documentation through estimate, work order, and invoice stages.
One timeline work order governance with inspections, signatures, and invoicing
Shopware by Mitchell 1 ties inspections, signatures, and invoicing to one RO timeline with role-based service permissions and an audit log. This focus reduces record drift when multiple technicians update different steps.
VIN-driven vehicle identification that prepopulates repair work
AutoLeap uses VIN decoding to structure vehicle identification workflows that prepopulate repairs, documents, and service history records. Torque360 uses a VIN-to-inspection documentation flow that keeps captured photos attached through estimate, work order, and invoice stages.
Evidence-first job records that bind photos and documents to a work order
AutoFluent keeps photos, documents, and job status updates linked to a specific work order record. GEM-CAR and Protractor also keep job-linked photo and document capture associated with the active work order for review and handoff.
Service history continuity tied to the vehicle record
Shop Boss and GEM-CAR preserve a vehicle-linked service history log so prior estimates and technician follow-ups remain attached to the vehicle context. Mitchell 1 and AutoLeap also reduce re-keying by keeping repair content tied to the work order record.
Warranty claim workflow depth tied to the repair event record
Fullbay ties a warranty claim workflow to the same repair event record used for history and documentation. Shopware by Mitchell 1 supports warranty workflow but can lag shops needing complex manufacturer portal requirements.
Job costing built on tracked labor time tied to each work order
MechanicDesk uses tracked labor time tied to each work order and supports job costing tied to that workflow. Fullbay also supports labor time tracking and job costing with connected repair history and technician inspection capture.
Choose based on workflow philosophy: governed RO timeline, VIN-led routing, or evidence-first jobs
Selection should start with how repair context flows from intake to closeout. Shopware by Mitchell 1 treats the RO timeline as the governance backbone, while AutoLeap and Torque360 treat VIN capture as the driver that routes and prepopulates the downstream work.
Teams with different operational risks should choose different system anchors. Governance-heavy multi-tech shops need auditable workflow states and role-based controls like Shopware by Mitchell 1, while shops prioritizing evidence capture during field work may focus on job-linked photo and document capture like AutoFluent and Protractor.
Pick the system’s record-of-truth: RO timeline or VIN-linked vehicle thread
If the shop needs inspections, signatures, and invoicing anchored to one RO timeline with audit log coverage, Shopware by Mitchell 1 is built around that pattern. If VIN-driven intake must prepopulate repairs and keep inspection documentation attached across stages, AutoLeap or Torque360 better match the VIN-first record flow.
Match evidence capture to the workflow stage that creates approvals
If approvals depend on attaching photos and documents directly to the active work order record, AutoFluent, Protractor, and GEM-CAR align to evidence-first job records. If evidence is mainly there to preserve history continuity across visits, Shop Boss and GEM-CAR emphasize vehicle-linked service history continuity.
Validate warranty workflow coverage against the shop’s claim pattern
If warranty work is routine and must tie to the same repair event record used for history and documentation, Fullbay fits the claim-to-event coupling. If the shop relies on complex manufacturer portals, Shopware by Mitchell 1 can require process mapping for warranty claim workflow coverage.
Test labor time and job costing against dispatch and reporting needs
If labor time tracking must feed job costing at the work order level, MechanicDesk and Fullbay provide tracked labor time tied to each work order or repair event. If the shop needs daily work order dispatch with repair history continuity, Shop Boss targets dispatch status workflows while keeping service history attached to the vehicle.
Check operational governance load based on setup sensitivity
If teams can manage workflow state setup and keep templates consistent, Shopware by Mitchell 1’s guided RO workflow reduces downstream drift. If the shop cannot sustain disciplined setup, AutoLeap and Protractor can face checklist or template variance when automation templates are not governed.
Who should buy each category style of automotive repair software
Automotive repair software buyers should align tool selection with operational structure such as multi-tech governance, repeat-visit service continuity, or VIN-led intake automation. The strongest fit depends on whether the shop treats the RO timeline, the vehicle record, or the VIN capture step as the workflow backbone.
Tool fit also depends on what the shop does most often with inspection media and claims workflows. Shops that require role-governed approvals and auditable state changes should prioritize Shopware by Mitchell 1, while shops that run VIN-led intake with structured prepopulation should prioritize AutoLeap or Torque360.
Multi-tech shops that need governed RO states and auditable closeout
Shopware by Mitchell 1 supports role-based service permissions and an audit log while anchoring inspections, signatures, and invoicing to one RO timeline.
Shops that rely on VIN intake to reduce re-keying and standardize work routing
AutoLeap and Torque360 use VIN decoding or VIN-to-inspection documentation flow to keep inspection media attached across estimate, work order, and invoice stages.
Mid-size teams that need evidence-first job records for approvals and handoffs
AutoFluent and Protractor attach photo and document capture to the exact work order record, so findings follow the job scope through dispatch and closeout.
Repeat-visit shops that depend on vehicle-linked history continuity
Shop Boss and GEM-CAR preserve a vehicle-linked service history log so prior estimates and technician notes remain attached to the vehicle record across visits.
Shops that run warranty claims tied to the repair event record
Fullbay ties warranty claim workflow to the same repair event record used for history and documentation, reducing the need to reconcile separate claim notes.
Common purchase and implementation pitfalls in automotive repair software
Many failures come from choosing a system anchor that does not match the shop’s workflow risk. A VIN-led workflow can reduce intake re-keying, but it still requires consistent template governance to prevent message drift and checklist mismatches.
Other failures come from underestimating how much configuration discipline is needed for permissions and workflow states. Tools that support audit logging and role-based service permissions can add governance overhead if teams do not define states and responsibilities clearly.
Choosing RO governance without assigning workflow-state ownership across teams
Shopware by Mitchell 1 requires disciplined governance for workflow state setup across teams, or inspection media and signatures can land in the wrong stage.
Relying on automation templates without enforcing consistent setup and content review
AutoLeap’s automation templates can drift when setup is not governed, which can cause checklist or message variance even when VIN capture is consistent.
Assuming job-linked photos automatically map to the right approval steps
AutoFluent and Protractor keep photo and document capture linked to each work order, but the shop still needs configured inspection templates to get the checklist depth required.
Underestimating warranty portal complexity when claims require deep manufacturer workflow mapping
Shopware by Mitchell 1 can lag shops with complex manufacturer portal needs, while GEM-CAR and Torque360 limit warranty depth compared with claims-first systems.
Skipping parts inventory linkage validation even when service history looks complete
Fullbay depends on careful setup for parts and inventory linkage to avoid duplicate items, even when repair history stays connected to photos and documents.
How We Selected and Ranked These Tools
We evaluated Shopware by Mitchell 1, Mitchell 1, AutoLeap, AutoFluent, Shop Boss, MechanicDesk, Protractor, GEM-CAR, Fullbay, and Torque360 on features, ease of use, and value. Features accounted for 40% of the score, with emphasis on work order workflow anchoring for inspections and documentation and on evidence and history linkage across estimate, authorization, and invoice steps.
Ease of use accounted for 30%, with emphasis on how quickly staff can close out work orders using connected job records rather than spreadsheet handoffs. Value accounted for 30%, with emphasis on whether tracked labor time and job costing align to the work order event record instead of requiring heavy mapping, and Shopware by Mitchell 1 separated itself with a documented RO workflow that keeps inspections, signatures, and invoicing anchored to a single timeline alongside role-based service permissions and an audit log.
Frequently Asked Questions About automotive repair software
How do automotive repair software tools connect vehicle identification to work orders and documentation?
Which products support API-based integration for downstream accounting or ERP workflows?
How does data migration typically work when moving service history and job records into a new shop management system?
What security controls matter most for multi-user shops, and which tools implement them?
What does an audit log cover in real repair workflows, and where is it most explicit?
When should a shop choose evidence-first job records over document templates alone?
What breaks if parts inventory linkage and labor time tracking are missing or poorly mapped?
Where does warranty workflow support fall short compared with other workflow stages?
How do onboarding steps typically start for shops that need digital inspection checklists and approvals?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
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