Integrations
Search & Product Analytics Insights: Data-Driven PM
Extract actionable insights from search analytics, feature usage data, and user journeys.
search product analytics insights
product analytics AI
Algolia insights
feature usage analysis
Discover content gaps automatically
Connect usage data to decisions
Identify underused features
Data-driven prioritization
Real Example
Discovering a Content Gap from Search Data
The PM wants to understand what users are searching for but not finding. They run the search analytics job.
How it works:
- 1Agent retrieves no-results queries from the last 30 days
- 2Identifies top 10 queries with zero results (integration, API, export)
- 3Cross-references with feature requests and support tickets
- 4Discovers "API documentation" is searched 200x/week with no results
- 5Drafts recommendation to create API docs section
Outcome
The PM prioritizes API documentation. After launch, no-results queries drop 40%. Support tickets about API questions drop 60%.
Is this right for you?
If you answer "yes" to any of these, search product analytics insights can help.
Do you know what users search for but don't find?
Is feature usage data disconnected from product decisions?
Do you wish analytics insights surfaced automatically?
Are you making decisions without usage data?
Do you struggle to identify content gaps?
The pmkit Solution
How pmkit handles search product analytics insights
Pre-Built Job Types
- • Daily Brief: Synthesize overnight activity from Slack, Jira, support, and community
- • Meeting Prep: Prepare for customer meetings with context from calls and tickets
- • VoC Clustering: Cluster feedback into actionable themes with evidence
- • Competitor Intel: Track competitor changes with strategic implications
- • Roadmap Alignment: Generate alignment memos with options and trade-offs
- • PRD Draft: Draft PRDs grounded in customer evidence
Draft-Only Pattern
pmkit never writes directly to external systems. All outputs are proposals that you review, edit, and approve before anything is published. This gives you AI autonomy with human control.
Enterprise Governance
- • Role-based access control (RBAC)
- • Comprehensive audit logging
- • SSO integration (SAML/OIDC)
- • Every insight cites its source
Try search product analytics insights in the demo
See it in action with a complete mock enterprise dataset. No signup required.
Launch Demo