Query your product history in seconds
“Why did we deprioritize SSO?” Cited answer in 12 seconds. The source Slack thread, the analytics data that informed the call, and the ticket where the decision was recorded. No archaeology. No pinging three people who might remember.
12 seconds
Average time to get a cited answer about any past product decision
Compared to 15-30 minutes of searching Slack, asking colleagues, and reconstructing context
Every source
cited and clickable for verification
Cross-project
answers spanning your entire product history
Decision timelines
trace how thinking evolved, not just the outcome
How the query engine works
Ask a question, get a cited answer, trace the decision, share it with your team. Every answer connects back to the data that informed it.
Ask any product question in natural language
Type a question the way you would ask a colleague. "Why did we deprioritize SSO last quarter?" "What was the retention impact of the onboarding redesign?" "Which projects touch the payments flow?" Vantage searches across your entire product history: PRDs, Slack threads, analytics data, design decisions, and ticket history.
- Natural language queries, no special syntax
- Searches PRDs, Slack threads, analytics, designs, and tickets
- Cross-project queries spanning your entire product history
- Follow-up questions to drill deeper into any answer
Get a cited answer in seconds
Every answer includes citations. When Vantage says "SSO was deprioritized because retention data showed 2% of users requested it and the engineering estimate was 6 weeks," you can click through to the Slack thread where the decision was discussed, the Amplitude report showing the 2% figure, and the Linear ticket with the engineering estimate. The answer is traced, not generated from a model's memory.
- Answers in 12 seconds on average, not 12 minutes of Slack searching
- Every claim links to the source: Slack thread, analytics dashboard, or ticket
- Click-through to original sources for verification
- Confidence indicators showing how well-sourced each part of the answer is
SSO was deprioritized because retention data showed 2% of users requested it and the engineering estimate was 6 weeks.
Trace decisions across time and projects
The query engine does not just find the latest mention. It traces the full history of a decision. When did we first discuss SSO? What changed our thinking? Who was involved in the final call? You get the timeline, not just the endpoint. This is especially valuable when team members leave and institutional knowledge would otherwise be lost.
- Full decision timeline from first discussion to final call
- See who was involved at each stage of the decision
- Track how thinking evolved over time with linked sources
- Preserve institutional knowledge even as team members change
Share answers with your team
Copy a cited answer and share it in Slack, paste it into a meeting doc, or reference it in a PRD. The citations travel with the answer, so anyone who reads it can verify the sources. No more "I think someone said this in a meeting three months ago." The answer is sourced, shareable, and verifiable.
- One-click copy with citations included
- Share in Slack, docs, or meeting notes
- Citations travel with the answer for verification
- Permanent links to answers for future reference
SSO was deprioritized because only 2% of users requested it and engineering estimated 6 weeks.
“The generated PRD is one of the best I've seen in the business. Crisp, not too long, to the point and got everything right.”
Nikhil
India Today
Frequently asked questions
Related use cases
PM Onboarding
New PMs query past decisions from day one. No onboarding doc can match searchable product history.
Learn more →AI PRD Generator
The same connected data that powers queries also grounds your generated PRDs.
Learn more →Conflict Detection
Query which projects touch a surface before starting work. Prevent collisions proactively.
Learn more →Stop searching. Start asking.
Query your product history in natural language. Get cited answers in seconds. Free to start.
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