
GITNUXSOFTWARE ADVICE
Manufacturing EngineeringTop 10 Best Heatmaps Software of 2026
Top 10 heatmaps software for site UX testing with an editorial ranking of Hotjar, Clarity, Smartlook, Inspectlet, and more tools.
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
If you want heatmaps backed by replay-driven debugging with tracking governance, Inspectlet is the best fit, whereas Clarity is the low-friction choice for product and UX teams needing quick evidence for UI fixes, and Contentsquare works best when you need heatmaps plus funnel and replay for prioritized improvements.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Inspectlet
Session playback that stays linked to heatmap activity so investigators can jump from hotspots to the originating interactions.
Built for fits when teams need heatmaps plus replay-driven debugging with API-driven tracking governance..
Clarity
Editor pickPI redaction built into session capture reduces exposure of sensitive form content in replays.
Built for fits when product and UX teams need quick heatmaps and replay evidence for UI fixes..
Lucky Orange
Editor pickForm analytics highlights field-level friction and ties it back to replays for faster form optimization.
Built for fits when marketing and product teams need heatmap and replay correlation for key pages and forms..
Related reading
Comparison Table
Inspectlet
SMBUser behavior tracking with heatmaps, session recordings, and form analytics.
Session playback that stays linked to heatmap activity so investigators can jump from hotspots to the originating interactions.
Inspectlet pairs click tracking and session replay so analysts can move from an attention heatmap to the exact user action that created it. Heatmaps cover click density and engagement, and session playback preserves the interaction sequence for debugging. Segmentation options include device viewport factors and custom attributes, which makes it practical for comparing desktop versus mobile behavior on the same UI.
A key tradeoff is that detailed attribution depends on correct tagging and consistent page identifiers, because heatmaps inherit the same instrumentation boundaries. Inspectlet fits situations where a team needs fast root-cause analysis for UX friction, then wants governance to enforce consistent event capture across many pages.
- +Session replay ties heatmap hotspots to exact user interactions
- +Segmentation supports device and custom attributes for focused comparisons
- +Event capture automation and API support scalable rollout across pages
- +Admin configuration reduces drift in tracking setup across teams
- –Accurate heatmaps require consistent page tagging and identifiers
- –Client-side instrumentation can add complexity to highly dynamic SPAs
- –Replay storage volume can rise quickly with long sessions
Product UX teams
Debug conversion friction on checkout
Faster UX root-cause fixes
Growth analysts
Diagnose funnel drop-off by device
Clearer targeting for variants
Show 2 more scenarios
Engineering analytics owners
Standardize tracking across multiple apps
Lower instrumentation drift
API and configuration controls help enforce consistent instrumentation and naming.
Customer support enablement
Triage UI issues from replay
More actionable issue reports
Replays reproduce user actions so support teams can capture precise UI failure context.
Best for: Fits when teams need heatmaps plus replay-driven debugging with API-driven tracking governance.
Clarity
SMBFree user behavior analytics tool providing heatmaps and session recordings.
PI redaction built into session capture reduces exposure of sensitive form content in replays.
Clarity renders attention heatmaps, click density views, and scroll behavior in a single analysis flow with replay links for context around the same session. The session replay stream includes viewport and DOM state at interaction time, which helps connect rage clicks, dead clicks, and form friction to a specific user journey. Clarity’s automation surface is centered on stable JavaScript tag injection and project-level settings rather than multi-step data pipelines.
A key tradeoff is that Clarity’s export and integration depth are narrower than analytics suites that treat heatmaps data as a first-class schema across events. Clarity fits best when a product team needs rapid, evidence-based iteration on funnels, onboarding steps, and high-friction UI elements without building a custom event model.
- +Attention heatmaps and click maps share the same replay context
- +Consent gating and PI redaction help meet privacy requirements
- +Works well with tag manager deployment and iteration cycles
- +Replay timelines support diagnosing UI breakpoints and dead clicks
- –Limited advanced data exports compared with analytics-first alternatives
- –Configuration changes can affect historical comparability of heatmaps
- –Session volume can make manual review slow without strong filters
- –DOM mutation tracking depth is limited for highly dynamic components
Product and UX designers
Diagnose misclicks on new UI
Fewer misclick-driven drop-offs
Growth and funnel analysts
Find onboarding friction points
Higher onboarding completion
Show 2 more scenarios
Web engineering teams
Validate form behavior after releases
Faster UI bug triage
Replays capture client-side interaction issues that block submissions or inputs.
Privacy and compliance stakeholders
Manage consent and sensitive inputs
Lower privacy handling burden
Consent gating and redaction reduce risk from personally identifiable inputs.
Best for: Fits when product and UX teams need quick heatmaps and replay evidence for UI fixes.
Lucky Orange
SMBReal-time analytics with heatmaps, session recordings, and live chat.
Form analytics highlights field-level friction and ties it back to replays for faster form optimization.
Lucky Orange pairs heatmaps with session replay so teams can connect attention patterns to what users actually did during specific sessions. The site experience tracking includes click activity and scroll coverage so analysts can measure click density and scroll reach in the same investigation loop. Form analytics adds element-level visibility for where users stall or abandon during data entry flows.
A key tradeoff is that the value depends on disciplined event tagging and consent gating, because dynamic pages and complex flows require consistent instrumentation. Lucky Orange works best for teams running a small number of key landing pages and forms where analysts want rapid root-cause checks rather than deep experimentation pipelines.
- +Heatmaps connect quickly to session replay for fast interaction diagnosis
- +Form analytics shows which fields and steps lose users
- +Click and scroll heatmaps cover core attention and engagement patterns
- +Visitor search supports investigation by behavioral signals
- –Tracking accuracy can drop on highly dynamic interfaces without consistent instrumentation
- –Advanced governance needs careful setup for consent and data handling
- –Attribution workflows are narrower than full conversion analytics suites
- –Mobile rendering for dense pages can require tuning of captured elements
Ecommerce growth teams
Diagnose checkout friction points
Higher checkout completion
Product UX researchers
Validate feature page comprehension
Clearer UX iteration priorities
Show 2 more scenarios
Support and operations teams
Triage dead end navigation
Reduced user tickets
Click density and replay review identify links that produce dead clicks or confusion loops.
Conversion-focused marketers
Improve landing page CTA engagement
Better CTA performance
Scroll and click behavior highlight CTA visibility and interaction gaps across traffic segments.
Best for: Fits when marketing and product teams need heatmap and replay correlation for key pages and forms.
Contentsquare
enterpriseDigital experience analytics platform with advanced zone-based heatmaps.
Actionable analytics that merge attention heatmaps with workflow reporting so page-level issues map to funnel outcomes.
Contentsquare focuses on digital experience intelligence that pairs attention heatmaps with session replay and workflow analytics to connect user behavior to page and funnel performance. Heatmap views are built around element-level engagement, including scroll reach and click density overlays that show where users spend time or drop off.
The product’s workflow-oriented reporting supports segmentation and comparison across devices, traffic sources, and user cohorts. Admin controls include role-based access and configuration options for tracking governance such as consent gating and data retention settings.
- +Attention heatmaps tie directly into session replay for fast root-cause checks
- +Element-level scroll reach and click density overlays support precise UX diagnosis
- +Segmentation across device and traffic cohorts speeds targeted troubleshooting
- +RBAC and tracking governance settings support controlled rollout across teams
- –Advanced configuration takes time when aligning events to complex UI components
- –Large-scale rollouts depend on tag management discipline for consistent capture
- –Replay review can get slow when sessions are high volume and long
Best for: Fits when product and marketing teams need heatmaps plus replay and funnel analytics for prioritized UX fixes.
Smartlook
SMBQualitative analytics platform offering heatmaps and session recordings for web and mobile.
PI redaction plus GDPR consent gating tied directly into replay capture and storage controls.
Smartlook captures session replay and attention heatmaps to show how users navigate and interact on web apps. Smartlook’s JavaScript-based instrumentation supports element-level engagement and click tracking, then connects those events to user identification stitching for cross-session analysis.
Smartlook adds admin-grade controls for consent gating and PI redaction, so replay data can be handled under GDPR-aligned workflows. The solution also supports integrations via tag manager patterns and an API surface for exporting or automating event-driven analysis.
- +Element-level engagement signals combine clicks, scroll behavior, and replay context
- +User identification stitching links sessions for clearer journey reconstruction
- +PI redaction and consent gating support privacy-forward replay handling
- +Tag manager-friendly deployment reduces friction for instrumentation rollout
- –Richer tracking coverage can require careful instrumentation planning
- –Heatmap views may lag behind DOM changes in highly dynamic pages
- –Advanced governance workflows demand ongoing configuration discipline
- –Session sampling rate tuning can complicate interpreting low-traffic funnels
Best for: Fits when product teams need privacy controls and replay-plus-heatmaps correlation for UX investigations.
Plerdy
SMBUX and SEO tool suite featuring click heatmaps and session recordings.
Form analytics that map field-level friction to user sessions for faster form UX debugging.
Plerdy is a heatmaps and session analytics tool built around JavaScript injection and page-level engagement views. It provides attention heatmaps, click density overlays, and scroll behavior reporting with tools for diagnosing element-level friction.
The solution also includes form analytics and funnel-style visibility to connect user actions to conversion outcomes. Stronger value shows up when teams need consistent instrumentation across pages and want replay-style investigation for specific user journeys.
- +Attention heatmaps and click overlays help pinpoint interaction friction quickly
- +Form analytics highlight field drop-off patterns during completion
- +Session replay supports investigation of specific user journeys
- +Multi-page tracking reduces instrumentation drift during site changes
- –Dynamic content tracking needs careful selectors to stay accurate
- –Real-world insight can lag when traffic volume is low
- –Deep debugging of tagged elements may require front-end access
- –Advanced governance controls are limited for large RBAC-based teams
Best for: Fits when UX teams need heatmaps plus replay and form analytics to diagnose conversion drop-off.
Zoho PageSense
SMBConversion optimization suite providing heatmaps, A/B testing, and funnel analysis.
Form analytics ties field drop-off to the same captured sessions as heatmaps and replay.
Zoho PageSense focuses on heatmaps plus session replay and form analytics in one instrumented workflow. It emphasizes deep Zoho integration so events can flow into Zoho-centric reports and automations.
The implementation uses a client-side snippet with event tagging that captures clicks and scroll behavior on rendered pages. Organization controls come through Zoho admin capabilities that govern access and configuration across monitored properties.
- +Zoho event exports fit teams already running Zoho reporting
- +Session replay and heatmaps share the same captured user journey
- +Form analytics adds field-level drop-off context beyond clicks
- +Property-level configuration supports multiple sites or apps
- –Advanced tracking like hover states needs careful implementation choices
- –DOM coverage can lag for highly dynamic single-page transitions
- –Event tagging flexibility is limited compared with tag-manager-first setups
- –Cross-site governance requires consistent naming and access hygiene
Best for: Fits when Zoho-centric teams need heatmaps and form insights with controlled property rollout.
Crazy Egg
SMBHeatmap and conversion optimization tool for tracking visitor behavior.
Two-layer views that pair attention heatmaps with recorded session playback for the same page context.
Crazy Egg centers attention heatmaps and scroll behavior with a click map style view that shows where visitors interact on specific URLs. Its session replay style playback pairs with heatmap overlays so teams can move from “what happened” to “how it happened” on the same page.
Setup is built around adding a JavaScript tracking snippet and then selecting pages and events to visualize, rather than modeling complex funnels from day one. Report layouts focus on interpretability for marketers and product owners who need faster iteration on landing pages and key UI elements.
- +Heatmap and playback link together to explain click and scroll patterns
- +Clear URL and page targeting reduces noise in attention reports
- +Actionable overlays help diagnose element engagement without deep analysis setup
- +Works with common tag-based deployments using a standard client-side snippet
- –Limited automation and integration depth for advanced experimentation workflows
- –Governance controls like role-based access and audit logging are not prominent
- –Event customization for dynamic DOM behavior needs careful implementation
- –Session coverage depends on sampling, which can miss low-volume interactions
Best for: Fits when teams need URL-level attention heatmaps and playback for faster landing-page UI iteration.
Mouseflow
SMBSession replay and heatmap analytics for understanding user behavior.
Form analytics ties field-level behavior to session replay so teams can inspect abandonment causes per submit attempt.
Mouseflow records user behavior through session replay and attention heatmaps that show where clicks, scroll, and mouse activity concentrate. The product supports form analytics to reveal field-level drop-off and capture errors during multi-step submissions.
Heatmap rendering is tied to DOM element mapping, which makes element-level engagement views practical for dynamic pages. Mouseflow also includes event-level tracking for custom interactions so teams can align heatmaps with their own UX events.
- +Session replay with heatmaps grounded in the same user session context
- +Form analytics that highlight where users abandon input flows
- +Custom event tracking for mapping heatmaps to specific UX interactions
- +DOM element focus for engagement views on dynamically rendered interfaces
- –Governance work is needed for consent gating and visitor identification alignment
- –Advanced integrations depend on event configuration rather than a broad out-of-the-box catalog
- –Heatmap quality depends on accurate selectors and consistent front-end rendering
- –Rage-click and dead-click detection is less central than core replay and form views
Best for: Fits when teams need replay plus heatmaps tied to form drop-off and custom UX events, with careful tracking governance.
UXCam
vertical specialistMobile and web product analytics include interaction heatmaps and session replay.
Attention heatmaps plus session replay tied to event context for fast root-cause analysis of specific user flows.
UXCam targets product and growth teams that need mobile-first session replay and attention heatmaps inside a single instrumentation workflow. It captures element-level engagement and supports user identification stitching so analysts can correlate behavior across sessions.
The tooling focuses on watch-and-learn debugging for UX and funnel drop-off patterns rather than only abstract click tracking. UXCam also provides event-based dashboards that align replay context with conversion goals.
- +Mobile-focused replay and attention heatmaps for UX debugging
- +Event-driven analytics that connect replay context to funnels
- +User identification stitching supports cross-session analysis
- +Element-level engagement tracking improves interaction-level triage
- –JavaScript injection options are limited for non-mobile web paths
- –Advanced configuration requires discipline to keep events consistent
- –Sampling controls can complicate interpretation during low-traffic tests
- –Granular governance needs careful rollout to avoid data fragmentation
Best for: Fits when product teams need mobile heatmaps and replay linked to events for UX and funnel troubleshooting.
Conclusion
After evaluating 10 manufacturing engineering, Inspectlet 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 heatmaps software
This guide covers heatmaps software for site UX testing, focusing on how Hotjar, Microsoft Clarity, and Smartlook connect attention maps and clicks to session replay evidence. It also includes Inspectlet, Contentsquare, Lucky Orange, and Crazy Egg for teams that need tighter debugging loops between hotspots and user interactions.
The selection emphasizes integration depth, automation and API surface, and governance controls that affect how reliably teams can capture and segment behavioral signals. The tools range from privacy-forward recording with PI redaction in Microsoft Clarity and Smartlook to event-linked mobile heatmaps and replay in UXCam.
Heatmaps software for site UX testing with click tracking, attention mapping, and replay correlation
Heatmaps software aggregates client-side interaction telemetry into attention heatmaps, click maps, and scroll reach views so teams can see where users concentrate on a page. It typically pairs those aggregated views with session replay so investigators can jump from a hotspot to the originating interaction for fast root-cause checks.
Inspectlet is built around session playback that stays linked to heatmap activity, which supports replay-driven debugging when tagging and identifiers are consistent. Microsoft Clarity and Smartlook add PI redaction and consent gating into session capture, which reduces exposure risk when replays include sensitive form content.
Heatmaps feature checklist for UX testing outcomes
Heatmaps only become actionable when they tie attention, clicks, and scroll activity back to the exact sessions that produced them. The included tools differ most on how reliably they preserve that replay linkage when pages are dynamic or event tracking changes.
Category teams also need privacy controls that match how replays store sensitive UI content. Microsoft Clarity and Smartlook add PI redaction into session capture, which reduces exposure from sensitive form fields during investigation and support work.
Heatmap-to-replay correlation that supports debugging
Inspectlet keeps session playback linked to heatmap activity so investigators can jump from hotspots to the originating interactions. Smartlook and Crazy Egg also connect attention and playback, but Inspectlet is more explicitly built around the linked debugging loop.
PI redaction and GDPR consent gating built into capture
Microsoft Clarity includes PI redaction built into session capture, and it also provides consent gating to control replay storage. Smartlook pairs PI redaction with GDPR consent gating tied directly into replay capture and storage controls.
Form analytics that isolate field-level friction
Lucky Orange provides form analytics that highlight field-level friction and tie it back to replays for faster form optimization. Plerdy, Zoho PageSense, and Mouseflow use form analytics that map field behavior to session replay, with different emphasis on completion-stage drop-off and submit attempts.
Workflow analytics that connect page behavior to funnel outcomes
Contentsquare merges attention heatmaps with workflow reporting so page-level issues map to funnel outcomes. This contrasts with tools like Inspectlet that focus more on replay-driven debugging loops than workflow mapping.
Segmentation for device and custom attributes
Inspectlet supports segmentation with device and custom attributes for focused comparisons tied to replay evidence. Smartlook also supports user journey reconstruction through identity stitching, which improves investigation across sessions.
Choose a heatmaps tool by correlation depth, privacy controls, and event reliability
Heatmaps software supports different investigation workflows, so the selection needs to start with how heatmap views connect to replay evidence. Inspectlet and Contentsquare are most centered on rapid root-cause checks using replay linkage and event-level context.
The second decision axis is governance over what gets captured and retained, because consent gating and PI redaction change what teams can safely investigate in replays. Microsoft Clarity and Smartlook are the most direct picks for privacy-forward recording with consent gating and built-in PI protection.
Select the debugging loop: hotspot-first or form-first evidence
If the primary workflow starts at an attention hotspot and needs a tight jump to the originating interaction, Inspectlet is structured for that linked session playback workflow. If the workflow starts inside key forms and needs field-level drop-off mapped to captured sessions, Lucky Orange and Plerdy are built around that form analytics focus.
Pick the privacy posture that matches replay sensitivity
If sensitive form content appears in user journeys, Microsoft Clarity adds PI redaction built into session capture and also uses consent gating to control replay access. If replay capture needs PI redaction plus GDPR consent gating tied directly into replay capture and storage controls, Smartlook is the more aligned option.
Decide how much funnel reporting the heatmaps must drive
If page-level behavior must map directly to workflow reporting and funnel outcomes, Contentsquare merges attention heatmaps with workflow reporting. If heatmap work mainly supports UI diagnosis and session-level debugging rather than funnel mapping, Inspectlet and Lucky Orange fit more directly.
Evaluate instrumentation tolerance on dynamic UIs
If the site relies on highly dynamic SPAs and DOM changes, Inspectlet and Crazy Egg both require consistent page tagging and identifiers to keep heatmaps accurate across transitions. For tools with heatmap lag behind DOM changes, Smartlook is more sensitive to highly dynamic rendering and needs careful instrumentation planning.
Confirm event coverage and mobile scope
If mobile heatmaps and replay linked to events are the main requirement, UXCam provides mobile-focused replay and attention heatmaps with event-driven funnel troubleshooting. If the investigation is mostly desktop and relies on clear URL or page targeting, Crazy Egg’s two-layer attention pairing with recorded playback can reduce report noise.
Choose based on governance depth for administration and configuration
If heatmap capture changes can disrupt historical comparability, Microsoft Clarity calls out that configuration changes can affect comparability of heatmaps over time. If role-based access and audit logging are a must-have governance layer, Crazy Egg is weaker because governance controls like RBAC and audit logging are not prominent.
Who should use heatmaps software for site UX testing
Site UX testing teams need tools that turn attention signals into verified interaction evidence inside replays. The highest fit appears when heatmaps and replays share the same captured session context, because it removes ambiguity during debugging.
Privacy-focused teams also need built-in controls that reduce exposure from sensitive form fields in stored replays. Microsoft Clarity and Smartlook directly address this with PI redaction and consent gating tied into replay capture and storage.
Product and UX teams doing rapid UI root-cause checks
Inspectlet matches investigations to linked session playback so investigators can move from heatmap hotspots to the originating interactions. Contentsquare adds workflow mapping when those UX fixes also need funnel outcome context.
Teams optimizing forms for conversion and reducing abandonment
Lucky Orange provides field-level friction views tied to replays for faster form optimization. Plerdy and Mouseflow also connect form analytics to replay context, with Plerdy highlighting field drop-off patterns during completion and Mouseflow focusing on abandonment causes per submit attempt.
Privacy and compliance teams that must control replay exposure
Microsoft Clarity includes PI redaction built into session capture and uses consent gating to manage replay collection and access. Smartlook pairs PI redaction with GDPR consent gating tied directly into replay capture and storage controls.
Marketing and growth teams prioritizing landing-page iteration with tight page targeting
Crazy Egg centers on URL and page targeting and pairs attention heatmaps with recorded session playback for landing-page iteration. Contentsquare adds workflow reporting when landing-page behavior must map to funnel outcomes, but it requires more alignment during advanced configuration.
Mobile-first product teams troubleshooting event-level journeys
UXCam targets mobile-focused replay and attention heatmaps with event-driven funnel troubleshooting. Smartlook can also support replay correlation, but it may lag behind DOM changes on highly dynamic pages.
Common heatmaps software mistakes that break UX testing results
Heatmaps become misleading when instrumentation is inconsistent across pages or when identifiers do not stay stable for dynamic UI updates. Several tools explicitly call out that accurate heatmaps depend on consistent page tagging and event configuration.
Another failure mode is collecting sensitive data without matching replay protections to consent and PI handling expectations. Privacy-forward recording depends on built-in redaction and consent gating rather than post-capture cleanup.
Treating heatmap accuracy as automatic on highly dynamic single-page experiences
Inspectlet and Smartlook both require consistent instrumentation because dynamic SPAs and DOM changes can break heatmap fidelity. Plan for stable tagging and identifiers before relying on attention or click overlays for root-cause decisions.
Skipping privacy controls that cover replays of sensitive form content
Microsoft Clarity and Smartlook include PI redaction tied to session capture, but teams that do not configure consent gating risk replay exposure. Align consent gating with form pages that include personal data before scaling capture.
Comparing heatmap history after changing capture configuration without tracking impacts
Microsoft Clarity warns that configuration changes can affect historical comparability of heatmaps. Freeze event definitions and capture settings for time-series comparisons to avoid false shifts in attention.
Assuming governance controls cover administration and audit needs out of the box
Crazy Egg notes that governance controls like role-based access and audit logging are not prominent. Teams with strict admin controls should validate RBAC and audit log coverage during evaluation.
Overlooking event consistency when using event-driven mobile or desktop correlation
UXCam requires discipline to keep events consistent, because replay and attention correlation depends on stable event definitions. Update event tracking carefully to avoid mismatched funnels and replay context.
How We Selected and Ranked These Tools
We evaluated each tool on feature depth at the heatmap and replay linkage layer, because the practical outcome is faster root-cause debugging from attention signals. We weighted ease and value for teams that must configure tracking and maintain capture quality, since page tagging and event configuration directly affect whether heatmaps stay accurate.
We prioritized automation and API-driven tracking governance where the tools support reliable correlation over time. Inspectlet earned the top position because session playback stays linked to heatmap activity for hotspot-to-interaction debugging, and segmentation supports device and custom attributes for controlled comparison.
Frequently Asked Questions About heatmaps software
How do Hotjar and Microsoft Clarity differ in tying attention heatmaps to replay evidence?
Which tools support consent gating and PI redaction for sensitive fields in session replay?
How do Contentsquare and Smartlook handle element-level engagement on dynamic pages?
When does session sampling rate matter, and which tool is built around API-driven governance for it?
What breaks if tracking is not unified across pages when teams need form drop-off analysis?
Which tool fits best when Zoho-centric teams want heatmaps and form insights inside existing Zoho reporting and automation?
How do Crazy Egg and Hotjar differ in the way URL-level heatmaps are set up and visualized?
How do Smartlook and Mouseflow support custom interaction tracking for aligning heatmaps with product events?
What admin controls differ most for role-based access and auditability across teams?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
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