GITNUXSOFTWARE ADVICE
Social Issues Societal TrendsTop 10 Best Matchmaker Software of 2026
Top 10 matchmaker software ranking for technical buyers, with criteria and tradeoffs, plus references to Vervoe and Toptal, and tools like SmartMatchApp.
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
SmartMatchApp is the best fit for operations teams that need rule-based matchmaking with end-to-end client coordination and governed tracking, whereas Oxwall works better when you want one system for a community-style matchmaking site with messaging, moderation, and member profiles.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
SmartMatchApp
Client-facing coordination portal that ties schedule updates and feedback back into match records.
Built for fits when operations teams need rule-based matchmaking workflows with end-to-end client coordination..
LeConnex
Editor pickMatch assignment routing applies configured eligibility and exclusion rules to drive who gets matched next.
Built for fits when recruiting and placement teams need governed intake-to-match routing with audit trails..
Oxwall
Editor pickOxwall’s plugin-driven feature modules let matchmaking workflows reuse the same social profile and messaging foundation.
Built for fits when matchmaking must share one system with messaging, moderation, and member profiles..
Related reading
Comparison Table
SmartMatchApp
vertical specialistMatchmaking platform for agencies that need member databases, profile management, and introduction tracking.
Client-facing coordination portal that ties schedule updates and feedback back into match records.
SmartMatchApp is positioned for teams that need controlled match assignment and repeatable client journey stages across multiple cohorts. Compatibility scoring configuration and match exclusion rules can be tuned to align with relationship goals and operational constraints. Match assignment routing and a match history log keep decisions traceable for later review. A date scheduling module and a client communication portal connect scheduling, updates, and feedback to each client record.
A key tradeoff is that deeper workflow automation and routing logic require upfront configuration of stages, rules, and visibility. This approach fits teams that already know their stages and filtering strategy, like organizations running consistent intake forms and repeatable match cycles.
- +Configurable match assignment routing tied to a visible matchmaker dashboard
- +Client journey pipeline links intake, scheduling, and feedback to one match record
- +Match history log supports decision review and relationship stage tracking
- +Client portal centralizes scheduling coordination and feedback capture
- –Workflow automation requires careful configuration of stages and rules
- –Photo moderation queue coverage may not cover all moderation workflows
- –Advanced scoring adjustments can feel indirect without a dedicated tuning view
- –External system integrations can be constrained by limited API surface depth
Dating program operations teams
Run repeatable match cycles
Lower manual handoffs
Recruiting and talent intermediaries
Match candidates with constraints
Fewer low-fit matches
Show 2 more scenarios
Customer success for match platforms
Track outcomes and feedback loops
Better retention signals
Date outcome tracking and match history log connect feedback to future routing decisions.
Agency matchmakers
Standardize partner coordination
More consistent matchmaking
A shared matchmaker dashboard coordinates notes, scheduling, and stage updates across staff.
Best for: Fits when operations teams need rule-based matchmaking workflows with end-to-end client coordination.
LeConnex
vertical specialistCRM software built for matchmakers with client pipelines, notes, and match history.
Match assignment routing applies configured eligibility and exclusion rules to drive who gets matched next.
LeConnex centers on a client journey pipeline that connects intake capture to match assignment and date coordination tasks. The workflow layer supports matchmaker workflow automation, so teams can route cases based on defined eligibility and preference filters. A match history log helps teams review what was proposed, what was scheduled, and what happened after outreach.
A tradeoff appears with algorithm tuning. Deep match preference configuration requires structured inputs and consistent profile completeness, or compatibility scoring can become noisy. LeConnex fits teams running steady throughput of intakes and placements where governance over who can view, assign, and close cases matters.
- +Configurable match assignment rules reduce manual routing
- +Client communication portal keeps scheduling and updates in one place
- +Match history log supports outcome reviews across cases
- +Workflow automation connects intake to coordination tasks
- –Preference filters need consistent profile fields to work well
- –Algorithm configuration can feel technical without internal process standardization
- –Admin setup takes effort before teams can rely on routing
- –Reporting depends on disciplined naming and stage use
recruiting operations teams
Route candidates across multiple clients
Fewer handoffs, faster routing
placement consultants
Run repeatable intake through closure
Consistent client intake outcomes
Show 2 more scenarios
client success teams
Coordinate schedules with shared visibility
Lower back-and-forth overhead
Client communication portal centralizes match-related updates and scheduling coordination.
compliance focused administrators
Audit who changed what
Clear accountability for decisions
Workflow permissions and activity trails support governance over assignments and match outcomes.
Best for: Fits when recruiting and placement teams need governed intake-to-match routing with audit trails.
Oxwall
SMBOpen-source social networking platform supporting dating and matchmaking community sites via plugins.
Oxwall’s plugin-driven feature modules let matchmaking workflows reuse the same social profile and messaging foundation.
Oxwall’s core strength is extensibility through an add-on system that can adapt profile fields, search filters, and workflow screens without rewriting the entire application. It supports multi-user moderation and content handling using built-in administrative controls, plus optional modules for profile review tasks. Match outcomes can be logged via module-driven workflows and structured profile data that later feeds assignment and reporting views.
A key tradeoff is that matching logic depth depends heavily on which plugins are installed and how profile data is modeled across custom fields. Oxwall fits situations where matchmaking needs to live alongside ongoing communication and community-style activity, not only inside a standalone compatibility scoring engine.
- +Plugin add-ons can extend profile fields and matching-related UI
- +Central admin controls cover permissions, moderation, and module management
- +Built-in messaging supports continued member engagement after matching
- +Structured profile data enables repeatable searches and routing rules
- –Match algorithm configuration varies by installed plugin set
- –Workflow automation depends on module availability and integration choices
- –Complex setup can require governance discipline across roles and plugins
- –Advanced reporting for match outcomes needs careful module configuration
Dating studio ops teams
Manage clients and ongoing communications
Fewer handoffs and faster follow-ups
Community-based dating brands
Moderate profiles and manage interactions
Lower visibility risk for members
Show 1 more scenario
Platform integrators
Extend matching via add-ons
Faster feature tailoring
Integrators use the plugin ecosystem to add or adjust matching screens tied to custom profile fields.
Best for: Fits when matchmaking must share one system with messaging, moderation, and member profiles.
pH7CMS
open source specialistOpen-source social dating CMS for building matchmaking communities.
CMS-style profile management paired with workflow states, enabling staff-driven routing across intake and match stages.
pH7CMS is a matchmaker software choice centered on content-managed profiles and configurable matchmaking workflows. Core capabilities include intake capture for candidates, a structured profile store, and workflow states that support a repeatable client journey pipeline.
It also supports assignment and routing logic so staff can manage who works which leads. Data flows are largely driven through its built-in admin screens rather than a documented, developer-first API surface.
- +Content-managed profile system reduces manual reentry across workflows
- +Workflow states support a repeatable client journey pipeline
- +Assignment and routing rules help control matchmaker workload
- +Admin UI covers most operational steps without custom tooling
- –Match algorithm configuration depth appears limited versus specialized scoring engines
- –API surface for automation and external integrations is not positioned as developer-first
- –Profile visibility controls require careful admin discipline to avoid leakage
- –Queue-style moderation tooling is thin compared with dedicated moderation systems
Best for: Fits when teams need intake to pipeline tracking with CMS-driven profiles and admin-led operations.
Dating Pro
vertical specialistDating site and matchmaking software with ready-made templates and monetization modules.
Match assignment routing that links defined match rules to workflow state, notes, and date outcome capture in one loop.
Dating Pro runs a matchmaking CRM workflow that captures client intake, manages candidate profiles, and tracks match progress through to outcomes. The system focuses on matchmaker operations with assignment routing, notes, and a client journey pipeline that supports date scheduling and follow-up steps.
Dating Pro also supports configuration of match preference filters and compatibility scoring logic so match outcomes reflect defined rules rather than manual sorting. A built-in communication portal and feedback loop help staff log date results and update relationship stage tracking.
- +Match workflow tracking links intake to assignment and date outcomes
- +Client notes and match history logs support continuity across staff handoffs
- +Preference filters and scoring configuration reduce manual shortlist work
- +Client communication portal keeps scheduling and feedback in one place
- –API and integration surface details are limited compared with developer-first tools
- –Complex scoring rule changes require careful configuration discipline
- –Photo moderation and profile visibility controls are not documented as fully queue-based
- –Admin governance for multi-matchmaker teams is thinner than enterprise CRM expectations
Best for: Fits when mid-size matchmakers need a guided client journey pipeline with consistent handoffs.
Chameleon Social
vertical specialistDating and social networking software platform with modular features.
Photo moderation queue routes profiles into a review state before they enter match preference filters.
Chameleon Social targets matchmaker workflows that need structured client intake, ongoing relationship stages, and internal assignment rules in one place. It supports a matchmaker dashboard with client records, match history tracking, and notes tied to the client journey.
The core workflow centers on client intake to date coordination, with feedback capture linked back to future matching decisions. Governance is handled through configurable user permissions and auditability of key record updates so agencies can coordinate multiple matchmakers and admins.
- +Client journey pipeline keeps intake, notes, outcomes, and handoffs connected
- +Match assignment routing reduces manual handovers between matchmakers
- +Relationship stage tracking supports consistent follow-ups across cohorts
- +Photo moderation queue helps standardize profile readiness before visibility
- –Match algorithm configuration remains limited compared with rule-heavy systems
- –Automation depth needs careful setup for multi-step intake and scheduling
- –Third-party integration coverage is narrower than larger matchmaking suites
- –Advanced reporting for retention metrics needs exports instead of deep drilldowns
Best for: Fits when boutique agencies need consistent intake-to-date workflows with routing and stage tracking.
AdvanDate
vertical specialistDating and matchmaking site software with profile management, messaging, and monetization features.
A match history plus feedback and notes loop ties date outcomes back to the same client profile throughout the pipeline.
AdvanDate is a matchmaker workflow and relationship-management tool that emphasizes practical client intake and a matchmaker dashboard view over generic lead tracking. It supports client profile building and match preference handling, then carries those details through to date scheduling and match outcome tracking.
The software also includes a feedback and notes loop so matchmakers can record what happened and adjust future handling. Automation is centered on routing and pipeline stages tied to client journey progress.
- +Client intake to pipeline stages keeps match history linked to profiles
- +Matchmaker dashboard layout improves daily workflow visibility for assignments
- +Date outcome tracking captures results and supports later review
- +Notes and feedback loop reduces context loss between dates
- –Compatibility scoring and filtering are not designed for advanced rule authoring
- –Automation coverage depends heavily on configured workflow stages
- –External system integration options appear limited compared with higher-ranked tools
- –Profile visibility controls need careful configuration to avoid accidental exposure
Best for: Fits when matchmakers need a structured client journey pipeline with date tracking and notes, without building complex scoring rules.
DatingScript
vertical specialistPHP-based dating and matchmaking site builder with customizable themes and payment integration.
Matchmaker notes repository that stays linked to match history and date outcomes for decision traceability.
DatingScript positions matchmaking CRM work around configurable intake, routing, and follow-through between clients and matchmakers. The system supports a client journey pipeline with matchmaker notes, match history logs, and date outcome tracking so staff can keep decisions tied to prior interactions.
Match assignment rules and match preference filters help enforce consistent pairing logic across a roster. The automation and records layer is built to reduce manual handoffs during onboarding, scheduling, and post-date feedback.
- +Client journey pipeline keeps intake, notes, and outcomes connected
- +Match assignment rules support consistent pairing logic across staff
- +Date outcome tracking reduces lost context after scheduled dates
- +Matchmaker notes repository improves cross-session continuity
- –Compatibility scoring engine depth is limited for complex scoring models
- –Operations depend on disciplined configuration of intake and assignment fields
- –API and automation surface is less documented than top-ranking integration-focused tools
- –Photo moderation queue workflows feel narrower than full moderation stacks
Best for: Fits when a matchmaking team needs structured intake-to-outcome tracking with repeatable assignment rules.
WP Dating
SMBWordPress plugin for creating dating and matchmaking websites with profile matching and chat features.
Match assignment rules use client preference inputs to route candidates and preserve decisions in match history.
WP Dating is matchmaker software that pairs clients through configurable profiles and a structured intake flow. It provides a matchmaker dashboard for managing client records, documenting notes, and tracking match outcomes across the client journey.
The system supports client communication around recommended connections and keeps match history for later follow-ups. WP Dating also centers around preference controls and assignment logic so different operators can route candidates consistently.
- +Matchmaker dashboard supports day-to-day client and match record management
- +Client intake flow keeps required details collected before routing decisions
- +Match history log supports later outcome reviews and follow-ups
- +Preference filters reduce irrelevant recommendations during match assignment
- –Extensibility via documented API surface is not clearly positioned for automation buyers
- –Date scheduling and coordination tools feel less granular than workflow-first CRMs
- –Profile moderation workflow controls are limited for high-volume photo pipelines
- –Automation options can require disciplined setup to keep routing consistent
Best for: Fits when small teams need a guided client intake to match, route, and track outcomes.
HubSpot CRM
SMBCRM software for intake forms, pipeline stages, scheduling, communication, and client feedback.
Event-driven workflow automation can trigger multi-step intake routing and reminders from property changes, assignments, and stage moves.
HubSpot CRM is a standard sales CRM with a heavy workflow and integration layer, which makes it a fit for matchmaker-style client intake and relationship stages when routes and follow-ups matter. Core capabilities include contact records, pipeline stages, properties for client persona tagging, and task automation tied to deal or record events.
HubSpot workflow automation supports lead-to-intake routing, reminders, and assignment rules across teams. Matching logic is typically implemented through custom properties, views, and automation plus external logic via APIs or webhooks.
- +Workflow automation routes intake records to owners using record property triggers
- +Contact and deal pipelines support structured relationship stage tracking
- +Extensible objects and properties support profile completeness scoring fields
- +Large integration catalog reduces reliance on custom development for common systems
- –Match compatibility scoring engines require custom configuration and automation design
- –Client communication portals and match assignment rules need additional building blocks
- –Complex match preference filters become difficult to manage with only standard views
- –Governance for team configuration changes needs disciplined admin process
Best for: Fits when matchmaker workflows rely on structured stages, intake routing, and automation more than native matching algorithms.
Conclusion
After evaluating 10 social issues societal trends, SmartMatchApp 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 matchmaker software
Matchmaker software organizes client intake, match assignment routing, and match history log into a workflow teams can operate day to day. This guide covers SmartMatchApp, LeConnex, Oxwall, pH7CMS, and Dating Pro alongside other tools that emphasize workflow automation, coordination, or decision traceability.
The tool cards prioritize how integration and extensibility affect throughput, how match rules map to actionable routing, and how governance controls reduce handover errors. The lineup also contrasts developer-first automation surfaces such as HubSpot CRM with workflow-first match pipelines such as Chameleon Social and AdvanDate.
Matchmaking CRM that routes clients through intake, matching, and date outcomes
Matchmaker software acts as a matchmaking CRM that ties client intake forms to match assignment rules, then logs date outcomes back into match records for continuity. SmartMatchApp is built around end-to-end client coordination that pushes schedule updates and feedback into match records, so the match record becomes the single source of decision history.
LeConnex focuses on governed eligibility and exclusion routing so teams can apply consistent match assignment rules to determine who gets matched next. Across the category, match preference filters, matchmaker dashboard workflows, and client communication portal touchpoints vary by how tightly they connect stage moves, date scheduling, and feedback loops to the underlying match record.
Integration and workflow control points for matchmaker software
Matchmaker teams need the intake-to-match loop to stay traceable from first contact through assignment and date outcomes. Tools in this list differ most in how tightly they connect stage moves, client coordination, and match record history.
Integration depth and automation surface affect throughput because routing rules and updates must travel from client intake data to match assignment and then to client-facing coordination. Tools like SmartMatchApp and HubSpot CRM illustrate two different patterns, one built around match-record-centric coordination and one built around event-driven workflow automation.
Client-facing coordination portal tied to match records
SmartMatchApp provides a client-facing coordination portal that pushes schedule updates and feedback back into match records, which keeps decision history in one place. Chameleon Social links its client journey pipeline to intake, notes, outcomes, and handoffs, which reduces gaps between what clients see and what matchmakers record.
Governed match assignment rules with eligibility and exclusion
LeConnex applies configured match assignment routing rules that combine eligibility and exclusion to determine who gets matched next. Dating Pro links match assignment routing to workflow state, notes, and date outcome capture in one loop so assignments reflect the latest pipeline position.
Workflow states that support a full client journey pipeline
pH7CMS pairs CMS-style profile management with workflow states so staff can route across intake and match stages with repeatable journey pipeline tracking. AdvanDate uses a match history plus feedback and notes loop that ties date outcomes back to the same client profile across pipeline stages.
Extensibility path for workflow and profile reuse
Oxwall uses plugin-driven feature modules so matchmaking workflows can reuse a shared social profile and messaging foundation while extending profile fields via modules. WP Dating emphasizes structured intake-to-match routing and match history preservation, which can fit small teams that want configurable pairing logic without heavy module churn.
Decision traceability through match notes and outcome logs
DatingScript centers a matchmaker notes repository tied to match history and date outcomes so staff decisions remain auditable across the pipeline. Dating Pro supports client notes and match history logs that preserve continuity across staff handoffs when assignments change.
Event-driven automation for stage moves and record ownership
HubSpot CRM triggers multi-step intake routing and reminders from property changes, assignments, and stage moves through event-driven workflow automation. SmartMatchApp instead routes automation through match workflow stages and rules that feed into a visible matchmaker dashboard.
Choose matchmaker software by routing philosophy, workflow depth, and automation surface
The right matchmaker software decision starts with the routing philosophy, then it follows the data path the software uses to connect intake, assignment, and date outcomes. Tools that organize workflows around match records reduce the chance that scheduling updates or feedback get stranded outside the assignment context.
Next, the automation surface determines whether integration can be done through native workflows or through external orchestration. HubSpot CRM is built for event-driven automation around record properties, while SmartMatchApp centers match record coordination so updates flow back into match history.
Select match record-centric coordination or pipeline-centric automation
Choose SmartMatchApp when the operational requirement is to keep schedule updates and client feedback attached to the match record, since the client-facing coordination portal pushes updates and feedback back into match history. Choose HubSpot CRM when the operational requirement is to trigger multi-step intake routing and reminders from property changes, assignments, and stage moves through event-driven workflow automation.
Map routing rules to the exact workflow handoff points
Use LeConnex when match assignment routing must apply configured eligibility and exclusion rules to determine who gets matched next with audit trails in the routing process. Use Dating Pro when match assignment routing must link directly to workflow state, client notes, and date outcome capture so routing and outcome tracking stay in the same loop.
Decide how photo moderation and stage gating should work
Choose Chameleon Social when profiles must enter a photo moderation queue before they reach match preference filters, because it routes profiles into a review state before filtering. Choose Oxwall when moderation and profile management should share one system through plugin modules and centralized admin controls.
Verify whether scoring rule authoring is a primary requirement
Choose tools that keep scoring changes tied to configuration discipline, since Dating Pro notes that complex scoring rule changes require careful setup. Choose systems like SmartMatchApp and LeConnex when rule-heavy routing is more about stage and eligibility configuration than advanced scoring-model authoring.
Assess extensibility needs versus internal admin operations
Choose Oxwall when plugin-driven module availability and profile field extensions are part of the plan, since matching algorithm configuration varies by installed plugin set. Choose pH7CMS when staff-driven intake-to-pipeline operations need CMS-style profile management and workflow states that support repeatable journey pipeline tracking.
Confirm that decision traceability matches staff workflows
Choose DatingScript or Dating Pro when teams need structured match notes repositories linked to match history and date outcomes for decision traceability across staff handoffs. Choose AdvanDate when the priority is tying match history, feedback, and notes loops to the same client profile throughout the pipeline.
Who should buy matchmaker software with these workflow and routing capabilities
Matchmaker software fits teams that need intake-to-assignment routing plus match history continuity so assignments do not drift from what clients experienced. Several tools in this list also target operational teams that need controlled handoffs across matchmakers and coordination with clients.
The best fit depends on whether routing rules are handled as stage logic and eligibility rules or whether automation relies on record-property triggers in a broader CRM workflow engine.
Operations teams running rule-based matchmaking workflows
SmartMatchApp fits operations teams that need rule-based matchmaking workflows with end-to-end client coordination because it ties schedule updates and feedback back into match records and links the client journey pipeline to one match record.
Recruiting and placement teams that require governed eligibility and exclusion routing
LeConnex fits teams that must apply consistent match assignment rules for who gets matched next since routing uses configured eligibility and exclusion logic paired with governed intake-to-match routing.
Agencies that require moderation queues before profile visibility
Chameleon Social fits boutique agencies that need profiles to pass through a photo moderation queue before they enter match preference filters, which enforces a review state before matching logic.
Teams already built around a CRM-stage automation model
HubSpot CRM fits teams that run intake routing and reminders through event-driven workflows based on property changes, assignments, and stage moves rather than relying on a specialized match coordination portal.
Small matchmakers that need guided intake-to-outcome tracking
WP Dating fits small teams that need a guided client intake to route candidates and preserve decisions in match history, since it emphasizes day-to-day match record management and intake field completeness before routing.
Common pitfalls when buying matchmaker software
Matchmaker teams often fail when they treat routing and coordination as separate workflows instead of a single match record journey. The category split is visible in whether tools attach client coordination updates and date outcomes to the same match history context.
Another recurring pitfall is choosing a system that does not match the level of rule authoring and workflow staging discipline the team can maintain.
Buying a tool that captures match assignments but does not keep schedule updates and feedback attached to the match record
Choose SmartMatchApp when the requirement is to push schedule updates and feedback back into match records through a client-facing coordination portal, because this prevents decision history from splitting across separate systems.
Assuming compatibility scoring can be configured like advanced rule authoring without workflow governance
Dating Pro and other workflow-focused tools can require careful configuration discipline for complex scoring rule changes, so teams should validate how scoring changes flow through routing and outcome capture before rollout.
Underestimating how plugin or module availability changes matching behavior
Oxwall’s plugin-driven module approach means match algorithm configuration varies by installed plugin set, so buyers should inventory required modules before committing to a workflow design.
Overlooking moderation and stage gating requirements that block profiles from reaching preference filters
Chameleon Social routes profiles into a review state before match preference filters, so teams that need gated visibility should verify that the moderation queue covers the needed moderation workflows.
Selecting automation tooling without verifying the event triggers that drive routing and reminders
HubSpot CRM relies on event-driven workflow automation from record property triggers, assignments, and stage moves, so teams should confirm the stage moves and record fields that must exist for automation to fire correctly.
How We Selected and Ranked These Tools
We evaluated each matchmaker software option by weighing workflow integration depth and extensibility against practical automation and ease of managing routing rules. Features accounted for 40% of the score, ease accounted for 30%, and value accounted for 30% based on how directly the workflow supports intake-to-match assignment and date outcome logging.
SmartMatchApp earned the top position by combining end-to-end client coordination with schedule updates and feedback pushed into match records while also linking intake, scheduling, and feedback to a single match record via its client journey pipeline. The ranking also reflected how SmartMatchApp connects match assignment routing to a visible matchmaker dashboard, which reduces handover errors compared with tools that focus on separate coordination workflows.
Frequently Asked Questions About matchmaker software
Which matchmaker tools in the list connect client portal updates to match records automatically?
How does workflow automation differ between SmartMatchApp and Dating Pro when moving a lead from intake to date outcomes?
How should a team think about integrations and APIs when choosing between HubSpot CRM and matchmaker-native tools like DatingScript?
When does SSO and RBAC matter most, and which tools in the list emphasize admin controls and governance?
What breaks if match assignment rules and exclusion logic are not enforced by the platform?
Where does data migration risk concentrate when moving from a spreadsheets-based intake process into these tools?
Which tools provide a structured photo or moderation queue before profiles enter matching filters?
How do matchmaker dashboards differ between tools built for rule-based routing and tools that blend matchmaking with community or messaging?
What tradeoff appears when choosing pH7CMS for intake-to-pipeline workflows without a developer-first API surface?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
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