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Agentic AI Atlas · User Feedback Loop
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Workflow overview

workflow:user-feedback-loop

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User Feedback Loop overview

Continuous single-team operational workflow that systematically collects, triages, and routes user feedback from in-product surveys, support tickets, app store reviews, social listening, and customer interviews into actionable product insights. Product analysts tag and categorize incoming feedback against a structured taxonomy each week. Recurring themes are surfaced to product managers in a weekly digest, with verbatim highlights attached to relevant backlog items. High-signal feedback triggers rapid follow-up interviews coordinated by UX researchers to deepen understanding. The workflow closes the loop with customers by communicating when reported issues are resolved or requested features are shipped, driving higher response rates and reinforcing a customer-centric product culture.

WorkflowOutgoing · 12Incoming · 109

Attributes

displayName
User Feedback Loop
description
Continuous single-team operational workflow that systematically collects, triages, and routes user feedback from in-product surveys, support tickets, app store reviews, social listening, and customer interviews into actionable product insights. Product analysts tag and categorize incoming feedback against a structured taxonomy each week. Recurring themes are surfaced to product managers in a weekly digest, with verbatim highlights attached to relevant backlog items. High-signal feedback triggers rapid follow-up interviews coordinated by UX researchers to deepen understanding. The workflow closes the loop with customers by communicating when reported issues are resolved or requested features are shipped, driving higher response rates and reinforcing a customer-centric product culture.
workflowKind
operational
triggerType
continuous
typicalCadence
weekly
complexity
moderate

Outgoing edges

applies_to_domain3
  • domain:customer-experience·DomainCustomer Experience
  • domain:customer-relations·DomainCustomer Relations
  • domain:software-engineering·DomainSoftware Engineering
involves_role4
  • role:product-manager·RoleProduct Manager
  • role:product-analyst·RoleProduct Analyst
  • role:ux-researcher·RoleUX Researcher
  • role:customer-success-manager·RoleCustomer Success Manager
triggers_responsibility5
  • responsibility:user-research·ResponsibilityUser Research
  • responsibility:metric-definition·ResponsibilityMetric Definition
  • responsibility:customer-journey-mapping·ResponsibilityCustomer Journey Mapping
  • responsibility:stakeholder-communication·ResponsibilityStakeholder Communication
  • responsibility:backlog-grooming·ResponsibilityBacklog Grooming

Incoming edges

lib_implements_workflow105
  • lib-agent:customer-experience--escalation-coordinator·LibraryAgentescalation-coordinator
  • lib-agent:customer-experience--itil-service-manager·LibraryAgentitil-service-manager
  • lib-agent:customer-experience--problem-analyst·LibraryAgentproblem-analyst
  • lib-agent:ux-ui-design--ab-testing·LibraryAgentab-testing-agent
  • lib-agent:ux-ui-design--accessibility-verifier·LibraryAgentaccessibility-verifier
  • lib-agent:ux-ui-design--card-sorting-analyst·LibraryAgentcard-sorting-analyst
  • lib-agent:ux-ui-design--color-contrast-analyzer·LibraryAgentcolor-contrast-analyzer
  • lib-agent:ux-ui-design--design-documentation·LibraryAgentdesign-documentation-agent
  • lib-agent:ux-ui-design--design-mock-analyzer·LibraryAgentdesign-mock-analyzer
  • lib-agent:ux-ui-design--design-token-manager·LibraryAgentdesign-token-manager
  • lib-agent:ux-ui-design--developer-handoff·LibraryAgentdeveloper-handoff-agent
  • lib-agent:ux-ui-design--emotional-design-analyst·LibraryAgentemotional-design-analyst
  • lib-agent:ux-ui-design--figma-integration·LibraryAgentfigma-integration
  • lib-agent:ux-ui-design--iconography-system·LibraryAgenticonography-system-agent
  • lib-agent:ux-ui-design--information-architecture·LibraryAgentinformation-architecture-agent
  • lib-agent:ux-ui-design--interaction-design·LibraryAgentinteraction-design-agent
  • lib-agent:ux-ui-design--journey-map-visualizer·LibraryAgentjourney-map-visualizer
  • lib-agent:ux-ui-design--performance-auditor·LibraryAgentperformance-auditor-agent
  • lib-agent:ux-ui-design--persona-builder·LibraryAgentpersona-builder-agent
  • lib-agent:ux-ui-design--prototype-testing·LibraryAgentprototype-testing-agent
  • lib-agent:ux-ui-design--refinement-planner·LibraryAgentrefinement-planner
  • lib-agent:ux-ui-design--responsive-design-validator·LibraryAgentresponsive-design-validator
  • lib-agent:ux-ui-design--responsive-verifier·LibraryAgentresponsive-verifier
  • lib-agent:ux-ui-design--screen-reader-compatibility·LibraryAgentscreen-reader-compatibility-agent
  • lib-agent:ux-ui-design--storybook-integration·LibraryAgentstorybook-integration-agent
  • lib-agent:ux-ui-design--survey-design·LibraryAgentsurvey-design-agent
  • lib-agent:ux-ui-design--touch-target-optimizer·LibraryAgenttouch-target-optimizer
  • lib-agent:ux-ui-design--typography-system·LibraryAgenttypography-system-agent
  • lib-agent:ux-ui-design--ui-implementer·LibraryAgentui-implementer
  • lib-agent:ux-ui-design--usability-heuristics-evaluator·LibraryAgentusability-heuristics-evaluator
  • lib-agent:ux-ui-design--user-research-synthesizer·LibraryAgentuser-research-synthesizer
  • lib-agent:ux-ui-design--visual-qa-scorer·LibraryAgentvisual-qa-scorer
  • lib-agent:ux-ui-design--wcag-accessibility-auditor·LibraryAgentwcag-accessibility-auditor
  • lib-agent:ux-ui-design--wireframe-generator·LibraryAgentwireframe-generator
  • lib-process:customer-experience--churn-prevention·LibraryProcesscustomer-experience/churn-prevention
  • lib-process:customer-experience--closed-loop-feedback·LibraryProcesscustomer-experience/closed-loop-feedback
  • lib-process:customer-experience--csat-collection·LibraryProcesscustomer-experience/csat-collection
  • lib-process:customer-experience--customer-health-scoring·LibraryProcesscustomer-experience/customer-health-scoring
  • lib-process:customer-experience--customer-journey-mapping·LibraryProcesscustomer-experience/customer-journey-mapping
  • lib-process:customer-experience--customer-onboarding·LibraryProcesscustomer-experience/customer-onboarding
  • lib-process:customer-experience--escalation-management·LibraryProcesscustomer-experience/escalation-management
  • lib-process:customer-experience--fcr-optimization·LibraryProcesscustomer-experience/fcr-optimization
  • lib-process:customer-experience--feedback-analysis-pipeline·LibraryProcesscustomer-experience/feedback-analysis-pipeline
  • lib-process:customer-experience--itil-incident-management·LibraryProcesscustomer-experience/itil-incident-management
  • lib-process:customer-experience--kcs-implementation·LibraryProcesscustomer-experience/kcs-implementation
  • lib-process:customer-experience--knowledge-base-development·LibraryProcesscustomer-experience/knowledge-base-development
  • lib-process:customer-experience--nps-survey-program·LibraryProcesscustomer-experience/nps-survey-program
  • lib-process:customer-experience--problem-management·LibraryProcesscustomer-experience/problem-management
  • lib-process:customer-experience--qbr-preparation·LibraryProcesscustomer-experience/qbr-preparation
  • lib-process:customer-experience--self-service-optimization·LibraryProcesscustomer-experience/self-service-optimization
  • lib-process:customer-experience--service-request-fulfillment·LibraryProcesscustomer-experience/service-request-fulfillment
  • lib-process:customer-experience--sla-management·LibraryProcesscustomer-experience/sla-management
  • lib-process:customer-experience--ticket-triage-routing·LibraryProcesscustomer-experience/ticket-triage-routing
  • lib-process:customer-experience--touchpoint-optimization·LibraryProcesscustomer-experience/touchpoint-optimization
  • lib-process:ux-ui-design--ab-testing·LibraryProcessux-ui-design/ab-testing
  • lib-process:ux-ui-design--accessibility-audit·LibraryProcessspecializations/ux-ui-design/accessibility-audit
  • lib-process:ux-ui-design--analytics-heatmap·LibraryProcessspecializations/ux-ui-design/analytics-heatmap
  • lib-process:ux-ui-design--card-sorting·LibraryProcessux-ui-design/card-sorting
  • lib-process:ux-ui-design--component-library·LibraryProcessspecializations/ux-ui-design/component-library
  • lib-process:ux-ui-design--design-critique·LibraryProcessux-ui-design/design-critique
  • lib-process:ux-ui-design--design-handoff·LibraryProcessspecializations/ux-ui-design/design-handoff
  • lib-process:ux-ui-design--design-language·LibraryProcessspecializations/ux-ui-design/design-language
  • lib-process:ux-ui-design--design-qa·LibraryProcessspecializations/ux-ui-design/design-qa
  • lib-process:ux-ui-design--design-sprint·LibraryProcessux-ui-design/design-sprint
  • lib-process:ux-ui-design--design-system·LibraryProcessspecializations/ux-ui-design/design-system
  • lib-process:ux-ui-design--hifi-prototyping·LibraryProcessspecializations/ux-ui-design/hifi-prototyping
  • lib-process:ux-ui-design--information-architecture·LibraryProcessux-ui-design/information-architecture
  • lib-process:ux-ui-design--persona-development·LibraryProcessspecializations/ux-ui-design/persona-development
  • lib-process:ux-ui-design--pixel-perfect-implementation·LibraryProcessspecializations/ux-ui-design/pixel-perfect-implementation
  • lib-process:ux-ui-design--responsive-design·LibraryProcessspecializations/ux-ui-design/responsive-design
  • lib-process:ux-ui-design--storybook-documentation·LibraryProcessspecializations/ux-ui-design/storybook-documentation
  • lib-process:ux-ui-design--usability-testing·LibraryProcessspecializations/ux-ui-design/usability-testing
  • lib-process:ux-ui-design--user-feedback·LibraryProcessspecializations/ux-ui-design/user-feedback
  • lib-process:ux-ui-design--user-journey-mapping·LibraryProcessspecializations/ux-ui-design/user-journey-mapping
  • lib-process:ux-ui-design--user-research·LibraryProcessux-ui-design/user-research
  • lib-process:ux-ui-design--ux-writing·LibraryProcessux-ui-design/ux-writing
  • lib-process:ux-ui-design--wcag-compliance·LibraryProcessspecializations/ux-ui-design/wcag-compliance
  • lib-process:ux-ui-design--wireframing·LibraryProcessux-ui-design/wireframing
  • lib-skill:customer-experience--crm-integration·LibrarySkillcrm-integration
  • lib-skill:customer-experience--escalation-workflow·LibrarySkillescalation-workflow
  • lib-skill:customer-experience--rca-analysis·LibrarySkillrca-analysis
  • lib-skill:customer-experience--support-platform-integration·LibrarySkillsupport-platform-integration
  • lib-skill:ux-ui-design--accessibility-report·LibrarySkillaccessibility-report
  • lib-skill:ux-ui-design--animation-spec·LibrarySkillanimation-spec
  • lib-skill:ux-ui-design--axe-accessibility·LibrarySkillaxe-accessibility
  • lib-skill:ux-ui-design--browser-stack·LibrarySkillbrowser-stack
  • lib-skill:ux-ui-design--color-palette-generator·LibrarySkillcolor-palette-generator
  • lib-skill:ux-ui-design--component-inventory·LibrarySkillcomponent-inventory
  • lib-skill:ux-ui-design--contrast-checker·LibrarySkillcontrast-checker
  • lib-skill:ux-ui-design--css-precision-editor·LibrarySkillcss-precision-editor
  • lib-skill:ux-ui-design--design-system-validator·LibrarySkilldesign-system-validator
  • lib-skill:ux-ui-design--design-token-transformer·LibrarySkilldesign-token-transformer
  • lib-skill:ux-ui-design--figma-api·LibrarySkillfigma-api
  • lib-skill:ux-ui-design--heatmap-analysis·LibrarySkillheatmap-analysis
  • lib-skill:ux-ui-design--lighthouse·LibrarySkilllighthouse
  • lib-skill:ux-ui-design--mock-spec-extractor·LibrarySkillmock-spec-extractor
  • lib-skill:ux-ui-design--persona-template·LibrarySkillpersona-template
  • lib-skill:ux-ui-design--prototype-interaction·LibrarySkillprototype-interaction
  • lib-skill:ux-ui-design--responsive-image·LibrarySkillresponsive-image
  • lib-skill:ux-ui-design--screenshot-comparison·LibrarySkillscreenshot-comparison
  • lib-skill:ux-ui-design--survey-platform·LibrarySkillsurvey-platform
  • lib-skill:ux-ui-design--svg-optimizer·LibrarySkillsvg-optimizer
  • lib-skill:ux-ui-design--typography-calculator·LibrarySkilltypography-calculator
  • lib-skill:ux-ui-design--user-flow-diagram·LibrarySkilluser-flow-diagram
  • lib-skill:ux-ui-design--visual-diff-scorer·LibrarySkillvisual-diff-scorer
supports_work4
  • tool:mixpanel·ToolMixpanel
  • tool:heap·ToolHeap
  • tool-server:mcp-posthog·ToolServerPostHog MCP Server
  • tool-server:mcp-amplitude·ToolServerAmplitude MCP Server

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