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.

Should my feedback board be public or private?

Start private while you establish your triage process and feedback response habits. Go public when you can commit to triaging weekly and responding to posts within a week. Public boards build community and reduce duplicate support tickets, but an unmaintained public board is worse than no board because it signals that you do not care about user input.

How do I handle feature requests from enterprise customers differently?

Use Canny's user segmentation to tag feedback by account tier. During triage, filter for enterprise requests and cross-reference with revenue data. Enterprise requests often warrant direct PM follow-up to understand the full use case. Some teams create a private enterprise board where strategic accounts can submit and vote on requests with higher visibility to the product team.

How many feedback boards should I create?

3-4 boards is the sweet spot for most products. Fewer than 2 means everything is mixed together. More than 5 means users are unsure where to post and your triage burden multiplies. Group boards by feedback type (requests, improvements, bugs) rather than by product area. If you need product-area granularity, use categories within boards.

How-To2026-09-049 min read

How to Build a User Feedback Board in Canny

User feedback without a system is noise. Feature requests arrive through support tickets, sales calls, Slack messages, social media, and in-app surveys. Without a centralized board, popular requests get lost in email threads, loud customers override data, and the same request gets filed a dozen times without anyone realizing its true demand. Canny solves this by giving feedback a single home with voting, categorization, and roadmap integration.

But setting up Canny poorly just moves the chaos from email to a new tool. A board with 500 uncategorized posts and no triage process is no better than a cluttered inbox. This guide covers building a feedback system that captures requests efficiently, surfaces genuine patterns, and connects directly to your planning process so feedback actually influences what you build.

Step-by-step guide

Create your board structure

In Canny, create separate boards for distinct feedback categories. Most teams need 3-4 boards: Feature Requests (new capabilities), Improvements (enhancements to existing features), Integrations (connectivity requests), and Bugs (if you do not have a separate bug tracker). Keep boards focused. A single 'General Feedback' board quickly becomes a dumping ground that is impossible to triage. Add clear descriptions to each board explaining what belongs there.

Create boards for Feature Requests, Improvements, and Integrations
Write clear board descriptions explaining what to post
Set board visibility (public or internal) based on your strategy

Configure categories and statuses

Set up categories within each board that match your product areas. For a project management tool, categories might include: Collaboration, Reporting, Integrations, Mobile, and Administration. Configure statuses that match your development workflow: Under Review, Planned, In Progress, and Complete. These statuses will later connect to your roadmap, so choose labels your customers will understand.

Set up the feedback widget in your product

Install Canny's in-app widget so users can submit feedback without leaving your product. Configure it to appear as a sidebar button on relevant pages. Pass user identity data (name, email, account, plan) automatically so feedback is attributed without requiring users to fill in their details. Add a link to the feedback board in your product's navigation or help menu so users can browse and vote on existing requests.

Install the Canny JavaScript widget in your frontend
Configure user identity to auto-populate from your auth system
Add a feedback link in your product navigation

Build the triage workflow

Establish a weekly triage process: every Monday, review new posts from the past week. For each post, check if it duplicates an existing request (merge it), needs clarification (comment asking for details), or is truly new (categorize and tag it). Assign an owner to each triaged post who is responsible for updating its status. Use Canny's internal comments for team discussion so the decision-making process is documented alongside the request.

Connect Canny to your roadmap

Link Canny to your project management tool (Linear, Jira, or Asana) so planned posts automatically update when their linked ticket progresses. In Canny, mark requests as 'Planned' and link the corresponding development ticket. When the ticket ships, the Canny post automatically moves to 'Complete,' and all voters are notified. This closes the loop with users and demonstrates that you listen to feedback.

Connect Canny to your project management tool
Link high-priority posts to development tickets
Configure automatic status updates when tickets complete

Set up analytics and reporting

Use Canny's analytics to identify trends. Create a monthly feedback report showing: total new posts, most-voted requests, feedback by category, and requests completed. Track the ratio of feedback submitted to feedback acted on. If fewer than 20% of requests ever get addressed, your board will lose credibility and users will stop submitting. Share the report with leadership to ensure feedback influences roadmap planning.

Common mistakes

Treating vote count as the only prioritization signal

The most-voted request is not always the most important one. Large customer requests may have fewer votes but higher revenue impact. Internal knowledge about technical debt or strategic direction also matters. Use vote count as one input alongside revenue impact, strategic alignment, and engineering effort when prioritizing.

Not responding to feedback

A feedback board where posts go unanswered teaches users that submitting feedback is pointless. Respond to every post within one week, even if the response is 'Thanks, we are tracking this but it is not on our near-term roadmap.' The acknowledgment matters more than the answer.

Making the board too public too early

A public feedback board before you have a triage process means unmoderated content, unanswered questions, and competitor visibility into your weaknesses. Start with an internal or private board, establish your triage cadence, and only go public when you are confident the board will be well-maintained.

Tips

Use Canny's autopilot feature to automatically detect and merge duplicate posts, saving significant triage time on popular requests.

Create a 'Changelog' in Canny that publishes shipped features, and link each changelog entry to the feedback posts it addressed. This shows users their feedback leads to action.

Segment feedback by customer plan tier using Canny's user properties. When prioritizing, filter to see what enterprise customers are requesting versus free-tier users.

Add an internal-only tag for feedback that came from sales deals to track how often feedback-driven features influence revenue.

How Vantage helps

Vantage turns user feedback into product specifications. When a Canny request accumulates enough votes to warrant action, import the feedback thread as context in Vantage to generate a PRD grounded in actual user language and needs, then track the resulting tickets through to deployment and back to Canny for completion notification.