How is Vantage different from ChatGPT or Claude?

ChatGPT and Claude are great for one-off generation. Vantage is a full workspace. It connects your tools, tracks dependencies across projects, catches conflicts between products, and surfaces what needs your attention every morning. It also remembers every past decision, so a new PM can query across all projects and get cited answers in seconds.

Do I have to switch away from Notion or Linear?

No. You keep all your tools. Vantage connects to them and builds intelligence on top. When you're ready, you can push tickets to Linear or Jira. But the value starts before you create anything — just by connecting your tools and seeing what the intelligence layer surfaces.

What happens on day one?

You connect your tools — GitHub, Linear, Slack — 2 minutes each. Vantage indexes your existing data overnight. By the next morning, you see your first decision queue: what's stale, what conflicts, what changed. No manual setup. No templates to fill out.

What if I only manage one project?

Vantage works for single projects, but it shines when you manage 3–5 or more. Conflict detection, cross-project memory, and the decision queue are most valuable when you have multiple projects that need to stay in sync. If you manage one project, start with the free tier and see if the cited query engine alone saves you time.

All data encrypted in transit and at rest. We never train on your data — the AI providers we use are contractually barred from it. You can disconnect any integration or delete your account at any time. Pursuing SOC 2 Type II.

How does Vantage keep documents and tickets up to date?

When context shifts, you add the new information and Vantage rebuilds every connected deliverable. Documents, prototypes, and tickets all update. You review the changes, accept or reject each one, and approve. Nothing updates silently, and every change is traceable.

How do I get started?

Sign up free at app.vantageos.tech. Connect your tools, and generate your first grounded document within minutes. No credit card required. Upgrade when you need more projects or features.

Canny has a free plan for up to 100 tracked users. Paid plans start at $79/month. The free plan is sufficient to validate whether the workflow works for your team before committing to a paid plan.

Should Canny be public or private?

Public Canny boards build community and generate more submissions but reveal your roadmap to competitors. Private boards (invite-only) limit feedback volume. Most SaaS products use public boards — the community benefit outweighs the competitive risk.

How do you prevent the HiPPO (Highest Paid Person's Opinion) from overriding Canny votes?

Separate the Canny prioritization signal from the final roadmap decision explicitly: "Canny informs us, it does not decide." The PM synthesizes customer votes with strategic context. Show stakeholders the vote data, not just the top feature, to create data-informed conversations rather than vote-driven mandates.

How-To2026-08-218 min read

How to Set Up Feedback Collection in Canny (Step-by-Step)

Canny is the leading public feature request voting platform. Users submit and upvote feature requests, giving PMs quantified signal about what the community wants most. The changelog feature closes the feedback loop: when you ship a feature, Canny notifies everyone who voted for it — turning feature launches into customer delight moments.

This guide covers setting up Canny for maximum feedback signal from your user base, from board configuration through changelog workflows.

Step-by-step guide

Create your Canny account and boards

Sign up at canny.io. Create boards representing major feedback categories: "Feature Requests," "Bug Reports," "Integrations," and "Mobile App" (or whatever categories fit your product). Boards can be public (customers vote) or private (internal team only). Start with 2-3 public boards — too many boards confuses users about where to submit.

Configure user identification

In Canny Settings > Authentication, install the Canny SDK in your app. Pass authenticated user data to Canny: user ID, name, email, and plan. With user identification, every vote is attributed to a real customer. When your enterprise customer votes for SSO, you see their company, plan, and revenue — not just an anonymous vote.

Embed Canny in your product

The most effective feedback collection happens in-product, not on a standalone feedback site. Embed the Canny board using the Widget embed method: a feedback button in your app's navigation that opens a Canny modal. Contextual placement (a "Request feature" link in the Settings page, for example) generates 5x more submissions than a standalone feedback URL.

Connect Jira or Linear for status sync

In Canny Settings > Integrations, connect your issue tracker (Jira or Linear). When you start implementing a Canny request, link it to the corresponding Jira issue or Linear project. Canny automatically updates the request status based on the ticket status: "Planned," "In Progress," "Complete." Users who voted see automatic status updates without PM intervention.

Set up the changelog

In Canny, navigate to Changelog > New Entry. For each shipped feature, create a changelog entry: title, description (1-3 sentences explaining what changed and why it matters), category (New Feature/Improvement/Fix), and associated feature requests (select from the linked Canny posts). Publishing a changelog entry automatically notifies everyone who voted for the associated feature requests.

Configure feedback merging

Duplicate submissions are common — users request the same feature with different titles. In Canny, open duplicate posts and use "Merge" to combine them into a master post. The merge moves all votes and comments to the master post. This deduplication is critical for accurate vote counts that inform prioritization.

Create a prioritization workflow

Use Canny's prioritization view to sort feature requests by: Total Votes, MRR Weighted Votes (requires user identification + revenue data), and Recently Updated. Export the top 10 requests monthly and review against your product roadmap. Feature requests with high MRR-weighted votes and roadmap alignment are your highest-confidence next features.

Common mistakes

Not identifying users

Anonymous votes are weak signal — you cannot differentiate enterprise customers from free users. User identification transforms votes from a popularity contest into weighted business signal.

Creating too many boards

Five or more boards confuse users about where to submit. Two to three broad boards are more effective than seven narrow ones. Users will figure out the right board.

Not closing the loop via changelog

The most value-destroying Canny mistake is shipping a feature without updating the changelog. Users who waited and voted deserve to be notified. The changelog notification is one of the highest-engagement emails you will ever send.

Tips

Add Canny MRR weighting by syncing customer MRR from Stripe via Canny's Segment integration — turns votes into dollar-weighted signals

Set up a Zapier automation to post new Canny submissions to Slack #product-feedback for the team's awareness

Use Canny's email digest feature to send a weekly top feature requests summary to the PM and leadership

Encourage customer success to submit on behalf of customers after sales calls — it captures enterprise signal that customers would not self-submit

How Vantage helps

Vantage can ingest Canny feedback as product context. Paste the top-voted Canny requests as context in a Vantage project, and Vantage generates PRDs grounded in actual customer demand rather than internal assumptions about what users want.