GITNUXSOFTWARE ADVICE
Digital MarketingTop 10 Best Rankings Software of 2026
Compare Rankings Software for SEO rankings with criteria and tradeoffs from tools like BrightEdge, Semrush, and Ahrefs to shortlist options.
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%
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Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
BrightEdge
Query and URL rank tracking with location and topic schemas for consistent analytics.
Built for fits when enterprise SEO teams need governed, API-driven rank monitoring..
Semrush
Editor pickRank Tracking with device and location targeting for consistent SERP comparison.
Built for fits when marketing teams need controlled rank measurement with periodic reporting automation..
Ahrefs
Editor pickRank Tracking with SERP movement history and URL-level visibility for tracked keywords.
Built for fits when SEO teams need rank monitoring tied to backlink and page signals..
Related reading
Comparison Table
This comparison table ranks SEO and visibility platforms by integration depth, including how each tool maps rankings data into its data model and exposes that schema for downstream uses. It also contrasts automation and API surface, then evaluates admin and governance controls like RBAC, provisioning, and audit log coverage to show tradeoffs in throughput and extensibility.
BrightEdge
enterprise SEOEnterprise SEO and content performance platform that ingests keyword and SERP data, tracks rankings, and exposes reporting and integration options for governed workflow automation.
Query and URL rank tracking with location and topic schemas for consistent analytics.
BrightEdge delivers rank tracking tied to a structured data model that links query sets to specific URLs and search contexts. Integration depth shows up in how rankings results combine with SEO crawl signals, content metadata, and workflow outputs so reporting stays consistent across teams. Automation and API surface matter for operations that require scheduled exports, configuration management, and monitored KPI changes without manual dashboards.
A key tradeoff is that the value depends on correct onboarding of keywords, URL sets, and location schemas so governance and data consistency hold up over time. BrightEdge fits teams that need controlled throughput for rank monitoring across many properties and markets with RBAC and auditable access patterns. It also fits rollup reporting where stakeholder-ready outputs must align to a shared schema rather than ad hoc spreadsheets.
- +Keyword, URL, and market data model keeps rankings reporting consistent
- +API supports scheduled automation for exports, reporting, and monitoring
- +RBAC and workspace controls support multi-team governance
- +Integration of rankings with crawl and content signals reduces manual joins
- –Onboarding keyword and URL schemas is required for accurate outputs
- –Automation setup requires careful configuration to avoid noisy alerts
- –Complex account structures can increase admin overhead
Enterprise SEO analytics teams
Track ranks across markets by URL
Faster executive-ready reporting
Marketing operations teams
Automate rank monitoring exports
Reduced manual spreadsheet work
Show 2 more scenarios
Global brand governance teams
Enforce RBAC across properties
Lower access and data drift
Control access to workspaces and reporting views while centralizing configuration for multi-team use.
Content strategy teams
Connect ranking movement to content changes
More targeted optimization cycles
Relate rank shifts to content and crawl-derived signals to guide prioritization workflows.
Best for: Fits when enterprise SEO teams need governed, API-driven rank monitoring.
More related reading
Semrush
SEO suiteSEO platform that tracks keyword positions across locations and devices, supports scheduled rank reports, and offers automation through documented APIs and export workflows.
Rank Tracking with device and location targeting for consistent SERP comparison.
Semrush fits teams that need consistent rank monitoring tied to a clear data model of keywords, domains, search intent groupings, and SERP features. The system supports multi-location and device targeting, so rank deltas reflect the audience reality rather than a single geography. Exports and scheduled reporting help keep measurement synchronized across marketing and SEO operations workflows.
The main tradeoff is that deeper automation depends on the available API and on how fully the reporting schema matches internal dashboards. Teams that need high-throughput ingestion into a warehouse often spend time mapping Semrush exports or API responses into their own canonical keyword and domain schemas. Semrush works well when the automation goal is recurring reporting and analyst-driven task updates rather than fully custom data pipelines from raw SERP events.
- +Multi-location and device rank tracking supports comparable measurement
- +Keyword and SERP feature context improves interpretation of ranking movement
- +Scheduled reporting and exports reduce manual dashboard rebuilding
- +Project scoping supports repeatable workflows across campaigns
- –Custom automation requires schema mapping from exports or API outputs
- –SERP-level detail depth can lag behind fully custom crawler pipelines
- –Governance granularity for large organizations may not match internal RBAC needs
SEO operations teams
Run weekly rank deltas by market
Faster weekly performance reviews
Marketing analytics leads
Export reporting for dashboards
Lower reporting manual effort
Show 2 more scenarios
Content strategy teams
Interpret SERP features by keyword
More targeted content briefs
Combine rank trends with SERP context to prioritize content updates by intent signals.
Agency delivery managers
Standardize client project reporting
Reduced client reporting churn
Scope projects and schedule recurring reports to keep client measurement consistent.
Best for: Fits when marketing teams need controlled rank measurement with periodic reporting automation.
Ahrefs
SEO suiteSEO suite that performs keyword rank tracking, supports scheduled reporting outputs, and integrates with analytics workflows through exports and API access options.
Rank Tracking with SERP movement history and URL-level visibility for tracked keywords.
Ahrefs combines keyword rank tracking with SERP feature context and historical movement, which helps align ranking changes with query-level intent shifts. The backlink database feeds into Link Intersect style workflows and page-level audits, which supports attribution across rankings and authority signals. Data exports and report scheduling can reduce manual pulls for recurring governance and performance reviews.
A tradeoff appears in integration depth, since automation mostly relies on exports and third-party connectors rather than a comprehensive, schema-driven API for every object type. Ahrefs fits teams that need consistent tracking and analyst-grade reporting, with controlled review loops rather than high-throughput programmatic provisioning. Usage works well when stakeholders want query, URL, and backlink views in one place for weekly or campaign cadence.
- +Keyword and URL rank tracking with SERP movement history
- +Backlink and page signals map to ranking changes
- +Scheduled reporting and export formats support recurring workflows
- +Query-level visibility monitoring reduces manual change reviews
- –API surface does not cover all ranking and reporting objects
- –Automation often depends on exports instead of event-driven hooks
- –Limited RBAC granularity for cross-team administration
SEO analytics teams
Track URL ranks across target keyword sets
Fewer manual rank checks
Content and link operations
Connect ranking dips to link and page signals
Faster root-cause triage
Show 1 more scenario
Digital marketing leadership
Govern visibility reporting by campaign cadence
Consistent reporting cadence
Standardize recurring dashboards and exports for stakeholder reads without ad hoc spreadsheets.
Best for: Fits when SEO teams need rank monitoring tied to backlink and page signals.
Moz
SEO managementSEO management platform with keyword rank tracking, configurable campaign objects, and automated reporting outputs designed for multi-role governance.
Moz API for keyword rank and SERP data retrieval used in scheduled automation and reporting.
Moz ranks search visibility with keyword and SERP-centric reporting that emphasizes repeatable workflows for teams. Its standout differentiator is integration depth through a documented API surface and automation hooks that fit governance-led environments.
The data model centers on keyword, ranking, domain, and campaign entities that support schema-stable reporting. Admin controls rely on account-level roles and configurable access boundaries that reduce spreadsheet drift.
- +Documented API supports keyword and rank data retrieval for automation pipelines
- +SERP and keyword entities keep reporting schema stable across scheduled runs
- +Campaign and domain grouping improves traceability across reporting periods
- +Export and reporting configurations reduce manual curation work
- –Automation setup requires engineering effort for robust governance
- –API coverage varies by data type, limiting fully schema-homogeneous automation
- –Role granularity can be coarse for large org separation needs
- –Rank data refresh cadence can constrain near-real-time monitoring
Best for: Fits when teams need SERP-aware rank reporting with API-driven automation and RBAC governance.
Serpstat
rank trackingSEO rank tracking and SERP analytics tool that monitors keyword positions by engine and locale, supports batch tracking configurations, and provides data outputs for automation pipelines.
API access for rank tracking and keyword metrics retrieval by domain and search engine.
Serpstat delivers keyword and rank tracking with SERP analysis, using a structured data model to tie keywords, domains, and search engines to historical visibility. Integration depth centers on exporting reports and connecting results into broader SEO workflows via API endpoints and configurable projects.
Automation and API surface support scheduled tasks and programmatic retrieval of rank data for downstream reporting, with schema-level fields for domains, keywords, and metrics. Governance controls rely on account settings and workspace permissions to manage access to tracked projects and generated reports.
- +Project-based rank tracking across multiple search engines and locales
- +API endpoints for programmatic rank and keyword metrics retrieval
- +Exports for report automation into BI and spreadsheet workflows
- +Structured schema linking domains, keywords, and SERP features
- –Automation depends on exports and API workflows for full pipeline coverage
- –Governance controls are limited compared with enterprise RBAC granularity
- –Audit and change history for tracked configuration is not as detailed
- –Data consistency requires careful handling when switching locales and devices
Best for: Fits when teams need controlled rank tracking integration with API-driven reporting workflows.
Mangools
rank trackingSEO rank monitoring suite that tracks keyword positions, supports location and device settings, and provides scheduled exports for downstream analytics and reporting.
Mangools Rank Tracker organizes keyword positions by domain and exports ranking results for reporting.
Mangools fits agencies and in-house SEO teams that need keyword and SERP visibility with quick turnaround on reporting. The core workflow centers on keyword research, SERP analysis, and ranking tracking with exportable outputs for ongoing monitoring.
Integration depth is mostly tool-to-workflow rather than data-model extensibility, since the system is built around SEO entities like keywords, domains, and tracked result pages. Automation and API surface are limited compared with enterprise ranking stacks, so governance depends more on account configuration than on programmable provisioning and policy enforcement.
- +Fast keyword research workflow across multiple query sets
- +SERP analysis view links pages to ranking context
- +Ranking tracking supports exporting results for reporting cycles
- –API and automation surface are limited for custom integrations
- –Extensibility is constrained to built-in reports and exports
- –RBAC and audit logging controls are not geared for strict governance
Best for: Fits when teams need consistent ranking visibility without building custom data pipelines.
AccuRanker
API-first rank trackingDedicated rank tracking platform that focuses on high-frequency keyword position updates, supports granular search settings, and exposes integration options for reporting automation.
AccuRanker API for programmatic rank retrieval tied to projects, keywords, and tracked locations.
AccuRanker focuses on rank tracking with a data model built for SEO workflows rather than generic dashboards. It organizes projects, keywords, and locations into a schema that supports configuration, recurring checks, and reporting.
Integration depth centers on an API surface designed for automation and external provisioning, including programmatic access to tracking and results. Governance depends on workspace controls that determine who can manage projects, settings, and exports.
- +Structured keyword and location data model supports consistent reporting outputs
- +API enables automation for ingestion, configuration, and pulling rank results
- +Recurring checks and scheduled reporting reduce manual monitoring workload
- +Export controls and project scoping support tighter operational governance
- –Automation coverage can feel project-centric without fine-grained per-asset controls
- –API-based workflows require careful schema mapping for keywords and locales
- –Audit and RBAC granularity may be limited for multi-team separation needs
- –High-frequency tracking can increase data retrieval and sync complexity
Best for: Fits when teams need rank tracking automation with a documented API and controlled project governance.
Wincher
rank trackingRank tracking service that monitors keyword positions across locations and engines, supports scheduled insights, and provides integration options for automated reporting workflows.
Keyword ranking tracking with programmatic metric retrieval for scheduled external reporting.
Wincher delivers keyword and ranking tracking with exportable results and configuration options tailored for SEO workflows. Integration depth is driven by connectors and reporting outputs that map search visibility data into usable dashboards and reports.
Automation and API surface focus on programmatic retrieval of ranking metrics, enabling scheduled sync jobs and external reporting pipelines. Admin and governance controls center on account-level access boundaries for team usage, with change visibility handled through the account audit and activity tooling.
- +API and integrations support scheduled pulls of ranking metrics
- +Data outputs fit reporting pipelines and spreadsheet exports
- +Keyword and SERP tracking model supports historical comparison
- +Team access controls support multi-user account administration
- –API surface is narrower than full SEO data modeling schemas
- –Automation options depend on external orchestration for workflows
- –Governance features like fine-grained RBAC may be limited
- –Extensibility relies on connectors and exports rather than webhooks
Best for: Fits when teams need ranking data automation with external reporting and controlled account access.
SEOmonitor
SEO monitoringSEO monitoring platform that tracks rankings, supports project-based configuration, and provides automation surfaces for report generation and data export.
RBAC plus audit log for project configuration and monitoring changes.
SEOmonitor performs rank tracking with a configurable data model for keywords, competitors, and search engines. Integration depth centers on connectors for sources like Google results and Google Search Console, plus export and alert workflows.
Automation and API surface are geared toward operational control of monitoring runs, data updates, and scheduled reporting for teams managing many domains. Governance features include role-based access, permission scoping, and audit trails tied to account and project changes.
- +Configurable rank tracking across engines, devices, and locations
- +Works with Google Search Console for validated site-level signals
- +Exports and scheduled reporting support repeatable monitoring workflows
- +Role-based access limits visibility across projects
- +Audit log records configuration and user activity
- –Automation depends on defined workflows, not fully custom pipelines
- –API coverage for every report type may lag behind UI features
- –High-volume keyword portfolios require careful run scheduling
- –Automation configuration is less transparent than end-to-end pipelines
Best for: Fits when teams need controlled rank monitoring across domains with RBAC and traceable changes.
Raven Tools
report automationSEO reporting and rank tracking platform that centralizes multi-source datasets, supports scheduled report automation, and provides integration options for operational governance.
Audit log plus RBAC coverage for configuration and workflow changes across projects.
Raven Tools fits teams that need ranking data ingestion, schema control, and review workflows tied to SEO tasks. It centers on a configurable data model for projects, keywords, engines, and placements.
Raven Tools supports integration depth through documented API endpoints and automation hooks for provisioning and syncing. It adds governance controls such as RBAC and audit logging to track changes across workspaces.
- +Configurable data model for projects, keywords, and placements
- +API surface supports automation for ingestion, updates, and syncing
- +RBAC controls restrict access by role across workspace resources
- +Audit log records configuration and workflow changes
- –Automation throughput can be constrained by polling-heavy patterns
- –Schema customization adds complexity for multi-engine rollouts
- –Integrations require careful mapping of keyword and placement fields
- –Admin governance is effective but workflow defaults can lag needs
Best for: Fits when teams need controlled ranking data workflows with API automation and RBAC governance.
How to Choose the Right Rankings Software
This guide covers BrightEdge, Semrush, Ahrefs, Moz, Serpstat, Mangools, AccuRanker, Wincher, SEOmonitor, and Raven Tools as rankings software options for teams that track keyword and SERP position change over time.
It explains how to compare integration depth, data model design, automation and API surface, and admin governance controls using concrete capabilities like location and topic schemas, project scoping, and RBAC plus audit logs.
Rankings software for managed SERP position tracking, reporting outputs, and governed automation
Rankings software ingests keyword targeting and SERP visibility data and then tracks positions by keyword, URL, and engine across time to produce scheduled reports, alerts, and exports.
Teams use it to stop manual change reviews and spreadsheet joins by standardizing the rankings data model for dashboards and workflow automation. BrightEdge and Moz show what this looks like when the rankings model ties keyword and SERP entities to stable reporting schemas and when the platform exposes a documented API for scheduled retrieval.
Evaluation criteria that map rankings data into automation, governance, and reporting control
Integration depth matters because rankings tools often sit upstream of BI, dashboards, and workflow systems, and the tool must expose enough structured objects for reliable mapping. BrightEdge, Moz, and Serpstat place emphasis on API-accessible rank and keyword objects, while Mangools and Wincher lean more on exports and connectors.
A tool’s data model and automation surface matter together because schema stability determines whether scheduled jobs keep producing consistent fields. Governance controls matter when multiple teams share projects or workspaces, and tools like SEOmonitor and Raven Tools add RBAC plus audit logs for configuration and workflow changes.
Schema-stable rankings entities for keywords, URLs, and targets
BrightEdge connects rankings performance to URLs, content changes, and location and topic schemas to keep reporting consistent across runs. Ahrefs and AccuRanker also support keyword and URL-level visibility, but BrightEdge’s location and topic schema is more explicit for standardized analytics.
API and programmatic access for automated rank retrieval and exports
Moz provides a documented API for keyword rank and SERP data retrieval used in scheduled automation and reporting. AccuRanker exposes an API tied to projects, keywords, and tracked locations, while Semrush supports documented APIs and scheduled rank report exports that reduce manual dashboard rebuilds.
Automation hooks that support monitoring, alerts, and scheduled reporting
BrightEdge supports programmatic workflows for monitoring, reporting, and alerting using API access, which reduces manual monitoring load for governed operations. Ahrefs relies more on scheduled reporting outputs and exports instead of event-driven hooks, and this can increase orchestration work for teams that want automation without export pipelines.
Location, device, engine, and SERP feature context for apples-to-apples comparisons
Semrush tracks ranks across locations and devices to support consistent SERP comparisons across teams and regions. BrightEdge and Wincher both emphasize location-based tracking, while Semrush adds SERP feature context that improves interpretation of ranking movement.
Admin RBAC and workspace controls aligned to multi-team governance
BrightEdge uses RBAC and controlled shared reporting workspaces for multi-team governance, which supports access boundaries for shared outputs. SEOmonitor adds role-based access scoped to projects and pairs it with audit trails for configuration and user activity.
Audit logs for tracking configuration and workflow changes
Raven Tools includes audit logging tied to configuration and workflow changes across workspaces, which helps trace who changed monitoring runs or ingestion settings. SEOmonitor also records audit log entries for project configuration and monitoring changes, which supports governance reviews during operational incidents.
Decision workflow for selecting a rankings tool with the right integration and governance depth
Start with the data model that matches how targets are managed inside the organization. BrightEdge is a strong fit when keyword and URL targets must be tied to location and topic schemas for consistent analytics, while AccuRanker and Serpstat emphasize projects that structure keywords, engines, and locales.
Next, verify that the automation and API surface supports the operational workflow that the team already runs. Moz, BrightEdge, and AccuRanker support API-driven scheduled retrieval, while tools like Ahrefs and Mangools lean more on scheduled reports and exports that often require external orchestration.
Map tracking targets to the tool’s data model
If reporting needs keyword plus URL-level tracking with location and topic schemas, BrightEdge provides location and topic schemas for consistent analytics. If project-based scoping by keyword and locale is the operational norm, AccuRanker structures projects, keywords, and locations into a schema built for recurring checks.
Validate API coverage against the exact automation objects
Moz exposes a documented API for keyword rank and SERP data retrieval used in scheduled automation and reporting. AccuRanker’s API is designed for programmatic access to tracking and results, and Serpstat’s API supports rank tracking and keyword metrics retrieval by domain and search engine.
Choose automation style that matches the team’s orchestration capability
BrightEdge supports programmatic workflows for monitoring, reporting, and alerting through API access, which fits teams that want fewer export steps. Ahrefs and Mangools often depend more on scheduled reporting outputs and exports, so external automation can take more engineering time to avoid noisy alerting.
Confirm comparison controls for location, device, and SERP context
Semrush supports rank tracking with device and location targeting, which keeps measurement comparable across stakeholders. Wincher and BrightEdge also emphasize keyword and location tracking, and Semrush adds SERP feature context to interpret ranking movement.
Test governance and auditability for shared workspaces
If multiple teams share reporting spaces, BrightEdge pairs RBAC with controlled access for shared workspaces. If governance must include traceability for configuration changes, SEOmonitor adds audit logs tied to project configuration and user activity, and Raven Tools adds audit logging plus RBAC for configuration and workflow changes across workspaces.
Which teams get the most from rankings software integration and governance controls
Rankings software fits teams that run ongoing SERP measurement and need repeatable outputs for stakeholders, not one-time analysis. The best fit depends on whether tracking targets are managed as URL and keyword schemas or as projects that group keywords and locales.
Enterprise SEO teams that require governed, API-driven rank monitoring
BrightEdge supports keyword and URL rank tracking with location and topic schemas and adds RBAC plus controlled shared reporting workspaces. BrightEdge also supports programmatic workflows through API access for monitoring, reporting, and alerting that fit governed environments.
Marketing teams that need controlled rank measurement and scheduled reporting automation
Semrush supports multi-location and device rank tracking and reduces manual work through scheduled reporting and exports. It also offers configuration-driven project management for repeatable measurement and stakeholder reporting.
SEO teams that tie ranking movement to link and page signals
Ahrefs pairs keyword and URL rank tracking with SERP movement history and connects ranking outcomes to backlink and page signals. That structure fits workflows where teams explain rank changes using link and content signals.
Ops and analytics teams that require audit logs and RBAC for monitoring configuration
SEOmonitor includes RBAC plus audit log records tied to project configuration and monitoring changes. Raven Tools adds RBAC and audit logging for configuration and workflow changes across workspaces for traceable governance.
Teams running high-frequency rank checks with project-scoped automation
AccuRanker is designed for high-frequency keyword position updates and exposes an API tied to projects, keywords, and tracked locations. Its structured project and location data model supports scheduled reporting that reduces manual monitoring.
Pitfalls that derail rankings automation, schema stability, and governance
Many deployments fail when target schemas are not planned before automation is built. Several tools also create operational noise when alert configurations and rank refresh cadence are not aligned to expected throughput.
Starting API automation before target schemas are defined
BrightEdge requires onboarding keyword and URL schemas for accurate outputs, so automation mapping should follow the final schema design. AccuRanker and Semrush also require careful schema mapping from keywords and locales, so teams should validate field mappings before scheduling jobs.
Building event-driven workflows on tools that rely on exports
Ahrefs and Serpstat often depend on exports and API workflows rather than event-driven hooks for full pipeline coverage. Automation that assumes webhook-style object events can create brittle jobs and extra run orchestration.
Assuming governance is equivalent to RBAC without audit traceability
BrightEdge adds RBAC and workspace controls but some organizations also need audit logs to trace configuration changes. SEOmonitor and Raven Tools provide audit logs for project configuration and workflow changes, so governance plans should include those traceability requirements.
Overlooking comparison controls like device and location targeting
Semrush supports device and location targeting for consistent SERP comparison, and skipping those settings can make stakeholder comparisons meaningless. BrightEdge and Wincher also rely on location-based tracking, so teams should standardize location inputs across projects.
Ignoring throughput and refresh cadence limits during high-frequency monitoring
Raven Tools can constrain throughput with polling-heavy automation patterns, which can impact high-frequency monitoring pipelines. AccuRanker’s high-frequency tracking can also increase data retrieval and sync complexity, so run scheduling should match expected processing capacity.
How We Selected and Ranked These Tools
We evaluated BrightEdge, Semrush, Ahrefs, Moz, Serpstat, Mangools, AccuRanker, Wincher, SEOmonitor, and Raven Tools on features, ease of use, and value. Features carried the most weight in the overall score, while ease of use and value each accounted for a smaller share. Each tool’s overall rating is a weighted average of those three inputs with features weighted most heavily.
BrightEdge separated from lower-ranked options because it pairs query and URL rank tracking with location and topic schemas for consistent analytics and it also supports programmatic workflows through API access for monitoring, reporting, and alerting. That combination improved both integration depth and automation fit, which in turn lifted its features and overall scoring.
Frequently Asked Questions About Rankings Software
How do BrightEdge and Semrush differ in rank tracking data models and output formats?
Which tools provide an API surface for automating rank monitoring and scheduled reporting?
What is the practical difference between URL-level rank tracking in BrightEdge and SERP movement history in Ahrefs?
Which ranking tools support governance through RBAC and audit logs for admin controls?
How do Raven Tools and Serpstat handle data ingestion, schema stability, and historical visibility?
Which tool fit is strongest when teams need rank monitoring across many domains with controlled configuration change tracking?
How do Ahrefs and Moz support troubleshooting when ranking changes do not match expectations?
What integration pattern works best for downstream dashboards when using tools with connectors and exportable reporting?
Which tool is a better fit for agencies needing quick reporting turnaround without building custom data pipelines?
Conclusion
After evaluating 10 digital marketing, BrightEdge 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.
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
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