Best AI Product Management Tools

Top AI-powered product management tools for discovery, roadmapping, and analytics. Expert reviews and comparisons.

Last updated: August 23, 2025

Jira

Score: 89

Jira Product Discovery by Atlassian — product management with idea capture, scoring, and prioritization.

Why We Picked It

We picked Jira for its planning and portfolio depth and analytics and reporting. It is a strong fit for large teams on product teams, with native integrations for Jira and Slack.

  • Idea capture, scoring, and prioritization
  • Customer feedback links and evidence
  • Roadmaps tied to Jira Software delivery
  • AI summaries and insights
Best For:
Product ManagementLarge TeamsStrategic Planning

Mixpanel

Score: 84

Mixpanel — product management with Self-serve product analytics for funnels and retention.

Why We Picked It

We picked Mixpanel for its analytics and reporting. It is a strong fit for large teams on product teams, with native integrations for Slack.

  • Self-serve product analytics for funnels and retention
  • Cohorts, signals, and alerts
  • Boards and collaboration
  • AI-assisted query and insights
Best For:
Product ManagementLarge Teams

Productboard

Score: 81

Productboard — product management with Feedback aggregation and insights repository.

Why We Picked It

We picked Productboard for its planning and portfolio depth and analytics and reporting. It is a strong fit for large teams on product teams, with native integrations for Jira and Slack.

  • Feedback aggregation and insights repository
  • Prioritization frameworks (RICE, etc.)
  • Roadmaps and delivery alignment
  • AI-assisted clustering and summaries
Best For:
Product ManagementLarge TeamsStrategic Planning

Hotjar

Score: 80

Hotjar — product management with Heatmaps and session recordings.

Why We Picked It

We picked Hotjar for its analytics and reporting and built‑in AI assistance. It is a great pick for growing teams on product teams, with native integrations for Slack.

  • Heatmaps and session recordings
  • In-product surveys and feedback widgets
  • AI summaries of user sessions
  • Funnels and behavior insights
Best For:
Product ManagementGrowing Teams

airfocus

Score: 79

airfocus — product management with Modular product OS with custom workflows.

Why We Picked It

We picked airfocus for its powerful automations and planning and portfolio depth. It is a great pick for growing teams on product teams, with native integrations for Jira and Slack.

  • Modular product OS with custom workflows
  • Scoring, prioritization, and roadmapping
  • Feedback portal and insights apps
  • AI assistant for suggestions and drafting
Best For:
Product ManagementGrowing TeamsStrategic Planning

Amplitude

Score: 79

Amplitude — product management with Product analytics and experimentation.

Why We Picked It

We picked Amplitude for its analytics and reporting. It is a strong fit for large teams on product teams, with native integrations for Slack.

  • Product analytics and experimentation
  • Journeys, cohorts, and causal insights
  • CDP and personalization
  • AI anomaly detection and insights
Best For:
Product ManagementLarge Teams

ProdPad

Score: 76

ProdPad — product management with Idea backlog, discovery, and feedback.

Why We Picked It

We picked ProdPad for its planning and portfolio depth. It is a great pick for growing teams on product teams, with native integrations for Jira and Slack.

  • Idea backlog, discovery, and feedback
  • Lean roadmaps and experiments
  • Problem framing and impact mapping
  • AI tagging, deduplication, and summaries
Best For:
Product ManagementGrowing TeamsStrategic Planning

Craft.io

Score: 76

Craft.io — product management with Strategy-to-delivery alignment with roadmaps.

Why We Picked It

We picked Craft.io for its planning and portfolio depth and analytics and reporting. It is a great pick for growing teams on product teams, with native integrations for Jira and Slack.

  • Strategy-to-delivery alignment with roadmaps
  • Prioritization frameworks and scorecards
  • Spec editor and feedback capture
  • AI assistant for PRDs and insights
Best For:
Product ManagementGrowing TeamsStrategic Planning

FullStory

Score: 76

FullStory — product management with Session replay and digital experience insights.

Why We Picked It

We picked FullStory for its analytics and reporting. It is a strong fit for large teams on product teams, with native integrations for Jira and Slack.

  • Session replay and digital experience insights
  • Signals and conversion analysis
  • Error and console event capture
  • AI-driven pattern detection and anomalies
Best For:
Product ManagementLarge Teams

Dovetail

Score: 76

Dovetail — product management with User research repository and tagging.

Why We Picked It

We picked Dovetail for its analytics and reporting. It is a great pick for growing teams on product teams, with native integrations for Jira and Slack.

  • User research repository and tagging
  • Transcription and AI thematic analysis
  • Insights, highlights, and templates
  • Participant management and consent
Best For:
Product ManagementGrowing Teams

Aha! Roadmaps

Score: 74

Aha! Roadmaps by Aha! — product management with Strategic planning, OKRs, and initiatives.

Why We Picked It

We picked Aha! Roadmaps for its planning and portfolio depth. It is a strong fit for large teams on product teams, with native integrations for Jira and Slack.

  • Strategic planning, OKRs, and initiatives
  • Idea portal and feedback management
  • Roadmaps and capacity planning
  • AI writing and summarization for PRDs
Best For:
Product ManagementLarge TeamsStrategic Planning

Pendo

Score: 74

Pendo — product management with In-app analytics and user guides.

Why We Picked It

We picked Pendo for its planning and portfolio depth and analytics and reporting. It is a strong fit for large teams on product teams, with native integrations for Slack and Salesforce.

  • In-app analytics and user guides
  • Feedback and roadmapping (Pendo Feedback)
  • Retention and path analysis
  • AI insights for usage patterns
Best For:
Product ManagementLarge TeamsStrategic Planning

Qualtrics XM for Product

Score: 72

Qualtrics XM for Product by Qualtrics — product management with Voice of Customer surveys and PX programs.

Why We Picked It

We picked Qualtrics XM for Product for its powerful automations and analytics and reporting. It is a strong fit for large teams on product teams, with native integrations for Slack and Salesforce.

  • Voice of Customer surveys and PX programs
  • Conjoint testing and concept validation
  • Text analytics and AI insights
  • Closed-loop feedback and workflows
Best For:
Product ManagementLarge TeamsCross-functional Teams

ProductPlan

Score: 71

ProductPlan — product management with Visual roadmaps and portfolio views.

Why We Picked It

We picked ProductPlan for its planning and portfolio depth. It is a strong fit for large teams on product teams, with native integrations for Jira and Slack.

  • Visual roadmaps and portfolio views
  • Objectives and strategy mapping
  • Idea capture and prioritization
  • Executive-ready presentations and sharing
Best For:
Product ManagementLarge TeamsStrategic Planning

Roadmunk

Score: 70

Roadmunk — product management with Portfolio-level roadmapping and swimlanes.

Why We Picked It

We picked Roadmunk for its planning and portfolio depth. It is a strong fit for large teams on product teams, with native integrations for Jira and Slack.

  • Portfolio-level roadmapping and swimlanes
  • Feedback capture and idea management
  • Multiple roadmap visualizations
  • Scoring and prioritization models
Best For:
Product ManagementLarge TeamsStrategic Planning

Suggest a Tool or Share Feedback

Suggest a new PM tool, report a correction, or share feedback. I review every submission.