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Cybersecurity Information SecurityTop 10 Best Ad Protection Software of 2026
Ranked roundup of ad protection software for ad-blocking and fraud controls, comparing tools like Integral Ad Science, Lunio, and The Media Trust.
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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Integral Ad Science is the best fit for ad operations teams that need fraud-detection evidence and governed enforcement across placements, while Lunio is a strong alternative for smaller teams wanting auditable, automated risk policies without enterprise overhead.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Integral Ad Science
API-driven detection outputs with investigation evidence for fraud and quality disputes.
Built for fits when ad operations teams need fraud detection evidence and actionable enforcement workflows..
Lunio
Editor pickQuarantine mode with case logs that preserve decision context for later review and evidence export.
Built for fits when ad ops teams need auditable, automated ad risk policies across placements and environments..
The Media Trust
Editor pickEvidence-backed takedown workflow that ties risky domain findings to tracked remediation actions.
Built for fits when ad ops needs governed takedown and investigation workflows from brand risk signals..
Related reading
Comparison Table
Integral Ad Science
enterpriseAd verification and brand safety platform offering viewability, fraud, and contextual targeting.
API-driven detection outputs with investigation evidence for fraud and quality disputes.
Integral Ad Science provides fraud and brand risk analytics that connect measurable delivery behavior to enforcement decisions, including publisher blocking lists and advertiser domain allowlists. Fraud coverage targets non-human and low-quality delivery patterns through continuous monitoring and rules driven outcomes. Evidence exports support downstream investigation and audit trails for teams that need to document why specific impressions or clicks were treated as risky.
A tradeoff is that enforcement depth depends on how teams connect Integral Ad Science outcomes into their own ad server and workflow controls. When the goal is to stop bad traffic quickly, teams typically run detections in monitoring mode first and then apply blocking actions through their ad serving and trafficking processes. The same approach works well for organizations that need consistent governance across multiple buying desks and publisher partners.
- +Strong fraud and ad quality scoring tied to delivery signals
- +Evidence exports support dispute workflows and incident investigations
- +API-first integration for feeding detection outputs into ops
- +Policy enforcement workflows align with publisher and advertiser controls
- –Enforcement requires reliable integration into ad serving or workflow tooling
- –Quarantine or block actions can create workflow overhead across partners
- –Coverage relies on sufficient signal access from the ad delivery path
- –Operational governance needs clear ownership for ongoing tuning
Ad ops teams
Cut invalid clicks across campaigns
Fewer invalid clicks
Brand safety teams
Standardize publisher risk controls
More consistent placements
Show 2 more scenarios
Revenue ops
Handle fraud disputes with evidence
Faster dispute closure
Revenue ops can export evidence tied to suspicious delivery to support partner dispute resolution.
Programmatic buying teams
Quarantine risky delivery patterns
Lower risk exposure
Buying teams can triage suspicious traffic using scoring and then route actions to enforcement controls.
Best for: Fits when ad operations teams need fraud detection evidence and actionable enforcement workflows.
More related reading
Lunio
SMBInvalid click and ad fraud protection platform formerly known as PPC Protect.
Quarantine mode with case logs that preserve decision context for later review and evidence export.
Lunio fits teams that want policy-driven ad risk handling rather than only detection dashboards. The product workflow centers on ingesting signals from ad delivery, traffic context, and page risk signals, then mapping those signals to routing decisions like quarantine. Decision logs are structured to support review, evidence export, and fast rollback of rules when a campaign needs to be treated differently. API and automation options support programmatic enforcement and repeatable governance across ad placements.
A key tradeoff is that Lunio’s effectiveness depends on high-quality inputs and consistent identifiers across ad requests and landing-page events. Teams with fragmented tracking or unstable IDs often spend more time on header mapping and rule calibration before throughput and accuracy stabilize. Lunio is a strong fit when an ad ops team needs controlled rollout of new fraud and risk policies across environments, with auditable case trails for exceptions.
- +Policy-driven ad risk decisions with quarantine routing
- +Evidence-oriented logs support exception review and rollback
- +API-oriented enforcement supports automated rule rollouts
- +Case context ties decisions to traffic and page signals
- –Requires disciplined input mapping to keep identifiers consistent
- –Rule calibration effort increases for heterogeneous traffic sources
- –Governance depends on maintaining stable rule versioning
- –Some enforcement paths need proxy or edge integration work
Publisher ad ops teams
Block risky creatives and landing behavior
Fewer fraudulent impressions
Ad platform risk engineering
Automate new fraud rules
Faster risk response
Show 1 more scenario
Brand protection monitoring
Triage domain impersonation cases
Lower impersonation impact
Decision logs provide evidence context for suspected misuse, then enable targeted allow or block actions.
Best for: Fits when ad ops teams need auditable, automated ad risk policies across placements and environments.
The Media Trust
enterpriseAd security and data privacy protection platform for digital publishers.
Evidence-backed takedown workflow that ties risky domain findings to tracked remediation actions.
Media Trust is differentiated by its workflow-first approach to brand protection and ad fraud response, where evidence gathering and action tracking matter as much as detection. The tool supports investigation cycles that connect risky domains, placement signals, and remediation actions into one operational trail. Automation is primarily expressed as recurring monitoring, rules for flagging, and guided response steps rather than a low-level packet or content inspection engine.
A key tradeoff is that enforcement depth depends on how teams integrate detected risk into their own ad system controls, such as publisher blocking lists and advertiser allowlists. The best fit is an ad operations or trust team that already routes decisions through workflow approvals, then uses Media Trust outputs to drive those approvals and takedown requests.
- +Workflow-oriented brand risk response with evidence and action tracking
- +Automated monitoring turns recurring risk signals into repeatable investigations
- +Operational reporting supports cross-team incident documentation
- +Designed for ad spend protection decisions beyond simple blocking
- –Enforcement relies on how internal systems consume the flagged outcomes
- –Limited fit for teams seeking full HTTP traffic inspection controls
- –Workflow setup can take time to align with internal approval paths
Brand protection teams
Investigate ad impersonation and unsafe placements
Faster, auditable takedowns
Ad operations teams
Route publisher blocking decisions
Lower exposure to repeat offenders
Show 2 more scenarios
Security and fraud analysts
Support fraud incident investigations
More consistent triage
Combine recurring risk alerts with investigation trails to prioritize suspected ad fraud campaigns.
Executive governance teams
Demonstrate remediation effectiveness
Clear incident reporting trail
Report on flagged domains, actions taken, and outcomes to support internal governance reviews.
Best for: Fits when ad ops needs governed takedown and investigation workflows from brand risk signals.
More related reading
DoubleVerify
enterpriseMedia measurement, ad verification, and fraud prevention platform for enterprise advertisers and publishers.
Case-oriented investigation workflows that turn verification findings into enforcement-ready action tracking for ad ops teams.
DoubleVerify is an ad protection vendor focused on fraud detection, ad quality signals, and brand safety verification across the ad lifecycle. The solution pairs monitoring and risk scoring with workflow tooling for teams that need evidence for enforcement actions.
DoubleVerify also supports integration patterns used in programmatic environments, with API-driven data delivery for downstream policy decisions. Its control emphasis is geared toward reducing invalid and low-quality traffic signals while enabling operational response through case handling.
- +Strong fraud and ad quality signal coverage for programmatic environments
- +Operational workflows support triage and enforcement preparation from verification outputs
- +API-oriented data delivery supports integration into existing ad risk pipelines
- +Granular monitoring helps teams separate suspicious from acceptable traffic patterns
- –Advanced setup requires careful mapping of signals to enforcement policies
- –Quarantine and redirect neutralization style responses are not built for every stack by default
- –Evidence exports can require internal processing to match team-specific governance
Best for: Fits when ad buyers or exchanges need fraud and quality signal inputs to drive automated enforcement decisions.
Confiant
enterpriseMalvertising detection and ad security platform for publishers and ad platforms.
Automated mitigation workflows that turn Confiant threat signals into consistent enforcement outcomes with audit-ready evidence export.
Confiant provides ad protection for digital advertising by blocking invalid and fraudulent traffic using traffic intelligence, threat signals, and policy enforcement. It focuses on evidence capture and operational controls around ad traffic quality, including automated detection workflows and reporting for ad fraud and brand risk.
Confiant also supports integrations that route enforcement actions and share monitoring signals with ad operations teams. The product fit is strongest when teams need measurable controls across ad delivery paths, not just static URL filtering.
- +Traffic-intelligence workflows that connect detection outcomes to enforcement actions
- +Operational evidence capture for invalid and risky ad traffic investigations
- +Integration surface for routing signals and enforcement decisions into ad operations
- +Policy controls that support quarantine and mitigation patterns
- –Requires careful configuration of enforcement scope and governance around actions
- –Some signals require tuning to reduce false positives in low-volume campaigns
- –Reporting depth can increase review time for non-specialist ad ops teams
- –Integration effort is higher for teams without existing ad tech enforcement points
Best for: Fits when ad ops teams need automated fraud mitigation with evidence trails and API-driven enforcement.
Pixalate
enterpriseAd fraud detection and CTV compliance platform for the programmatic ecosystem.
Domain impersonation risk scoring that links suspect brand usage to actionable ad blocking decisions.
Pixalate targets ad fraud prevention and ad quality risk, with a focus on detecting domain impersonation and suspicious traffic patterns. Its reporting and enforcement workflows concentrate on URL and landing-page risk signals that can be consumed by ad operations teams.
Pixalate also supports integration-oriented operations by pairing evidence exports with automation-ready interfaces for investigation and blocking decisions. The result is a control loop for ad protection teams that need actionable risk context across campaigns and publishers.
- +Domain impersonation detection tied to advertiser and placement risk signals
- +Evidence export formats support investigation and operational review workflows
- +Landing-page risk context supports campaign-level invalid destination decisions
- +Integration options fit ad ops pipelines that need automation hooks
- –Higher operational overhead to convert risk outputs into consistent enforcement
- –Less direct coverage for publisher-side controls like CNAME-based blocking
- –Limited visibility control granularity compared with ad server policy engines
- –Throughput tuning may be required for high-volume URL and event streams
Best for: Fits when ad ops teams need domain impersonation and landing-page risk signals feeding enforcement workflows.
More related reading
Adloox
enterpriseBrand safety, ad verification, and fraud filtering platform for advertisers.
API-managed enforcement policies that tie allow or block decisions to per-request context and produce decision evidence logs.
Adloox targets ad protection by focusing on URL and domain enforcement workflows that reduce exposure to malicious placements and fraudulent redirects. Core controls center on blocking policy decisions tied to observable request context, plus evidence-grade logs that help teams validate why traffic was allowed or denied.
The product is built for operational governance, with admin configuration that supports repeatable rollout of detection rules across ad operations workflows. Integration depth shows up most clearly through API-driven policy management and automation-friendly enforcement patterns.
- +API-driven policy updates support automation of enforcement changes
- +Request-context matching enables targeted blocking instead of broad denies
- +Audit-style event records support internal investigations of decisions
- +Governed configuration supports consistent rule rollout across teams
- –Policy tuning requires operational discipline to avoid false positives
- –Limited visibility into page-level ad quality signals compared with viewability-focused suites
- –Setup effort increases when multiple enforcement points must be coordinated
- –Some advanced fraud workflows need stronger integration with existing ad stacks
Best for: Fits when ad ops teams need API-based enforcement and evidence logs for URL and redirect risk.
AdSecure
mid-marketAd quality scanning and malvertising detection tool for ad networks and publishers.
Redirect neutralization combined with quarantine actions driven by request and identity rules for ad traffic.
AdSecure focuses on ad abuse prevention with controls built around traffic and identity signals rather than only content blocking. It routes enforcement decisions into publisher and advertiser workflows that need real-time blocking, quarantine, and redirect neutralization.
AdSecure also targets fraud patterns tied to domain impersonation and suspicious request behavior, with configurable evidence export for investigations. Admin governance centers on policy management and auditability for evidence-backed enforcement.
- +Real-time policy enforcement paths for redirect neutralization and quarantine actions
- +Evidence export and log retention support for incident review and fraud investigations
- +Domain impersonation detection designed for advertiser and publisher trust boundaries
- +Configurable header and request validation rules for invalid traffic filtering
- –Requires careful policy staging to avoid collateral ad delivery impact
- –Integration effort is higher when enforcement must span multiple traffic entry points
- –IOC ingestion formats and mapping may require internal workflow adjustments
- –Sandbox and rollback tooling depth is limited for high-throughput operational testing
Best for: Fits when teams need real-time ad fraud controls with evidence export and governance-driven policy changes.
More related reading
Protected Media
enterpriseAd fraud detection and verification platform for the programmatic advertising ecosystem.
Evidence-oriented quarantine workflow that preserves request context for later review and policy refinement.
Protected Media monitors ad traffic patterns and applies policy controls when delivery signals match suspicious criteria.
The product emphasizes configurable enforcement outcomes like blocking and quarantine, plus investigation artifacts that map signals to decisions.
Integration supports automation through API-based control and environment separation for safer rollout.
- +Policy-driven enforcement tied to observable ad delivery signals
- +Quarantine and redirect-neutralization style handling for risky traffic
- +Audit-friendly evidence exports for investigations
- +API-first integration options for automation and routing decisions
- –Fewer out-of-the-box detectors compared with DNS and network-layer competitors
- –Tuning thresholds and allowlists takes governance discipline
- –Limited visibility into full HTTP(S) request content without added setup
- –Operational workflows depend on consistent tagging of traffic sources
Best for: Fits when ad ops teams need evidence-based enforcement for suspicious delivery routes across environments.
ClickCease
SMBClick fraud detection and blocking software for Google Ads and Meta campaigns.
Behavioral click scoring plus flexible list-based blocking that can be automated for ongoing abuse changes.
ClickCease targets ad fraud and click-spam patterns by combining behavioral scoring with rule-based enforcement on incoming ad clicks. The tool focuses on keeping ad traffic clean by filtering invalid clicks and reducing spend waste without changing the ad platform’s creative workflow.
It also supports automation for list management and blocking decisions so teams can react to emerging abuse signals. Admin control centers on maintaining allowlists and blocklists that shape what traffic gets quarantined or rejected.
- +Click-spam detection uses behavioral signals to separate suspicious from legitimate traffic
- +Rule and list controls support advertiser domain allowlists and publisher blocking lists workflows
- +Automation reduces manual triage by applying blocking decisions consistently
- +Quarantine and evidence-style handling helps review what was filtered
- –Tuning thresholds can require iterative configuration to avoid false positives
- –Governance depends on disciplined list hygiene for high-volume campaign changes
- –Deep integration depth is limited compared with DNS or proxy enforcement stacks
- –Limited coverage of HTTP(S) traffic inspection style controls in typical setups
Best for: Fits when performance teams need fast click-fraud filtering without adopting DNS firewall or proxy enforcement.
Conclusion
After evaluating 10 cybersecurity information security, Integral Ad Science 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 ad protection software
This buyer’s guide covers ad protection software used to control ad-blocking risks and ad fraud, focusing on enforcement pathways that connect detection outputs to action tracking. Coverage includes Integral Ad Science, Confiant, Lunio, DoubleVerify, and AdSecure alongside Lunio-style quarantine workflows and Integral-style evidence exports.
The evaluation lens favors integration depth for fraud and quality disputes, an automation surface that can push enforcement outcomes, and admin governance features that keep decisions auditable across partners. Tools covered also include The Media Trust for takedown workflows, Pixalate for domain impersonation risk scoring, Adloox for API-managed allow or block policies, Protected Media for evidence-oriented quarantine, and ClickCease for behavioral click scoring.
Ad protection software for fraud prevention, quarantine, and policy enforcement workflows
Ad protection software detects invalid or risky ad traffic and ties findings to enforcement actions like quarantine, redirect neutralization, or blocking decisions. Integral Ad Science and Confiant emphasize API-driven detection outputs and evidence export that support incident investigations and quality disputes.
Some platforms also organize enforcement as auditable case workflows with decision context preserved for later review. Lunio and Protected Media both center quarantine routing with case logs that preserve the decision context, while AdSecure adds redirect neutralization steps combined with quarantine actions driven by request and identity rules.
Evidence, enforcement automation, and governance controls for ad protection
Ad protection software needs a detection-to-action pipeline that turns fraud and quality findings into concrete enforcement outcomes like quarantine, redirect neutralization, or blocking decisions.
The most actionable products in this set connect investigation evidence to workflow states so ad ops teams can dispute decisions, reproduce incidents, and apply consistent remediation across campaigns and partners.
API-driven detection outputs with investigation evidence
Integral Ad Science provides API-driven detection outputs tied to investigation evidence for fraud and quality disputes. Confiant also ties traffic-intelligence workflows to automated mitigation with audit-ready evidence export.
Quarantine routing with preserved case context and logs
Lunio centers quarantine mode with case logs that preserve decision context for later review and evidence export. Protected Media also preserves request context in an evidence-oriented quarantine workflow to support policy refinement.
Case workflow for takedown and tracked remediation actions
The Media Trust links risky domain findings to a governed takedown workflow with tracked remediation actions. DoubleVerify focuses on case-oriented investigation workflows that turn verification findings into enforcement-ready action tracking for ad ops teams.
Request-context policy enforcement with API-managed allow and block decisions
Adloox uses API-managed enforcement policies that match decisions to per-request context and produce decision evidence logs. ClickCease uses behavioral click scoring plus list-based blocking that can be automated as abuse changes.
Redirect neutralization and real-time enforcement paths
AdSecure combines redirect neutralization with quarantine actions driven by request and identity rules. AdSecure also supports evidence export and log retention to support incident review and fraud investigations.
Brand impersonation and landing risk signals for enforcement workflows
Pixalate delivers domain impersonation risk scoring that links suspect brand usage to actionable ad blocking decisions. Pixalate evidence export formats support investigation and operational review workflows even when teams must translate risk outputs into enforcement decisions.
Select an ad protection platform by mapping signals to enforcement and auditability
The right ad protection tool depends on how enforcement needs to change in response to detections, because evidence without automation leaves ad ops with manual escalation.
Evaluation should focus on which teams own policy updates, which systems consume outcomes, and how decision context is retained for disputes and remediation tracking across placements and environments.
Choose the enforcement workflow shape: case tracking or direct mitigation
If enforcement must follow governed investigation and remediation steps, prioritize The Media Trust takedown workflow or DoubleVerify case-oriented action tracking. If enforcement must translate signals into consistent mitigation outcomes with evidence capture, prioritize Confiant automated mitigation workflows.
Pick quarantine-first platforms when partner review and rollback are required
If teams need quarantine routing with logs that preserve decision context for later review, Lunio fits quarantine mode with case logs and evidence export. Protected Media also supports evidence-oriented quarantine with preserved request context for later policy refinement.
Require API-driven outputs when ad operations automation is the main goal
If enforcement changes must be triggered programmatically from fraud and quality findings, use Integral Ad Science API-driven detection outputs with investigation evidence exports. If the enforcement engine must apply per-request context in real time, use Adloox API-managed allow and block policies with decision evidence logs.
Evaluate redirect and identity controls when traffic uses redirect behavior
If redirect neutralization is a core control rather than a secondary mitigation, AdSecure provides redirect neutralization combined with quarantine actions driven by request and identity rules. If the main concern is click abuse rather than redirects, ClickCease focuses on behavioral click scoring and list-based blocking.
Plan for signal-to-policy translation when outputs target brand impersonation or landing risk
If enforcement needs to react to domain impersonation risk, Pixalate provides domain impersonation risk scoring tied to actionable ad blocking decisions, but enforcement still requires converting risk outputs into consistent policy actions. If the stack requires evidence export with tracked remediation, The Media Trust ties risky findings to remediation tracking.
Stress-test integration paths for the actions your organization actually performs
Integral Ad Science supports API-driven evidence exports, but enforcement requires reliable integration into ad serving or workflow tooling that triggers the right action. AdSecure also supports real-time policy enforcement paths, but collateral delivery impact depends on careful policy staging across multiple traffic entry points.
Who ad protection software fits and who should avoid mismatches
Ad protection software fits organizations that need enforcement outcomes and audit trails, not only detection scoring. The best match depends on whether enforcement is handled by ad serving controls, workflow tooling, or programmatic policy updates.
Ad operations teams running disputes and incident investigations
Integral Ad Science pairs API-driven detection outputs with investigation evidence exports that support fraud and quality disputes. DoubleVerify also turns verification findings into enforcement-ready case tracking for triage.
Advertisers and exchanges that require automated mitigation with evidence trails
Confiant centers automated mitigation workflows and audit-ready evidence export that connect detection outcomes to enforcement actions. Adloox also provides API-managed enforcement policies that output decision evidence logs for automated enforcement.
Brand risk teams needing governed takedown with tracked remediation actions
The Media Trust ties risky domain findings to a takedown workflow and tracks remediation actions so recurring risks become repeatable investigations. Pixalate helps when the signal focus is domain impersonation tied to landing-page risk feeding enforcement.
Teams that need quarantine plus rollback-ready case context
Lunio provides quarantine mode with case logs that preserve decision context for later review and evidence export. Protected Media also preserves request context for later review and policy refinement during quarantine-based enforcement.
Performance teams focused on click-spam filtering and list-driven control loops
ClickCease uses behavioral click scoring and flexible list controls that can be automated for ongoing abuse changes. This fit is strongest when DNS firewall or proxy enforcement is not the primary enforcement mechanism.
Common pitfalls when buying ad protection software for enforcement and audit needs
Missteps usually come from treating detection scores as the end of the workflow. Enforcement integration details and governance discipline decide whether quarantines and takedowns actually reduce risk without breaking delivery.
Selecting a platform for high detection coverage without validating how enforcement actions will be consumed
The Media Trust provides governed takedown workflows, but enforcement depends on how internal systems consume flagged outcomes. Integral Ad Science also requires reliable integration into ad serving or workflow tooling for enforcement to occur.
Underestimating policy translation effort when risk outputs do not map directly to your enforcement model
Lunio requires disciplined input mapping so identifiers stay consistent across placements and environments. Pixalate also adds operational overhead because teams must convert domain impersonation risk outputs into consistent enforcement decisions.
Using quarantine and redirect-related actions without an explicit governance workflow
Lunio quarantine mode can create workflow overhead across partners if action routing and review steps are not defined. AdSecure supports redirect neutralization and quarantine, but careful policy staging is required to avoid collateral ad delivery impact.
Treating list hygiene as an afterthought in behavioral and list-based defenses
ClickCease relies on rule and list controls that require disciplined list hygiene for high-volume campaign changes. Confiant needs configuration scope governance around actions to avoid false positives in low-volume campaigns.
How We Selected and Ranked These Tools
We evaluated ad protection tools by how directly detection outputs can drive enforcement actions and how completely evidence supports disputes and incident investigations. Features received the largest weight based on API-driven detection evidence, quarantine or case workflow mechanics, and investigation evidence export capabilities.
Ease and value were weighted equally based on the clarity of operational workflows like quarantine case logs, action tracking, and request-context matching in enforcement decisions. Integral Ad Science set the benchmark by combining API-driven detection outputs with investigation evidence exports that support fraud and quality disputes while tying scoring to actionable enforcement workflows.
Frequently Asked Questions About ad protection software
How do Integral Ad Science and DoubleVerify differ in how they generate enforcement-ready evidence for ad fraud cases?
Which tool is better for quarantine workflows that preserve decision context for later review?
How do API-based enforcement integrations work in Adloox and Confiant for automated ad ops actions?
When brand impersonation risk appears, how do Pixalate and The Media Trust handle investigation workflows?
What breaks if a team tries to use ClickCease for redirect neutralization instead of click-spam filtering?
How do admin controls and RBAC-style governance differ between Protected Media and The Media Trust?
Where does attribution and evidence export fall short if an ad ops team needs dispute-grade logs for automated decisions?
How should teams plan data migration and schema mapping when moving from one ad protection stack to another?
Which tool is more suitable for publisher and advertiser workflow integration when enforcement requires redirect-neutralization actions?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
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