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.

Does Vantage replace Canny?

No. Canny remains your public-facing feature voting board. Vantage connects to Canny and uses the vote data as input for product prioritisation alongside your other data sources (CRM, support, analytics).

How often does Vantage sync with Canny?

Vantage indexes Canny data when you connect it and on subsequent intelligence runs. You can trigger a re-index anytime from workspace settings.

Can I see which Canny requests map to existing projects?

Yes. Vantage automatically links Canny requests to existing projects and requirements when the topics overlap. You see "This project addresses 4 Canny requests with 156 combined votes" in your project context.

How-To2026-09-137 min read

How to Prioritise Features Using Canny Vote Data

Canny gives you a public scoreboard of what customers want. But a vote count alone does not tell you what to build — you need to know who is voting, how it connects to your roadmap, and what the engineering cost is.

This guide shows how to connect Canny to your product workflow so feature votes become actionable priorities, not just a number on a board.

Step-by-step guide

Connect Canny to Vantage

In workspace settings, paste your Canny API key. Vantage indexes all feature requests with vote counts, statuses, boards, and voter details.

See demand alongside your roadmap

Canny feature requests appear as context in your workspace. When you are planning a project, you see "This relates to 3 Canny requests with 89 combined votes" automatically.

Weight votes by customer value

If you have CRM data connected (Salesforce, HubSpot), Vantage cross-references Canny voters with account data. "89 votes, but 40 of those are from 3 enterprise accounts worth $1.2M" changes the priority.

Turn top requests into projects

When a Canny request reaches critical mass, turn it into a Vantage project. The request description, voter comments, and related requests become the project context. Requirements are grounded in what people actually asked for.

Update Canny when features ship

When tickets ship via Linear/Jira sync, Vantage traces back to the Canny request. Update the status to "Complete" and notify voters — closing the loop builds trust.

Common mistakes

Building only the most-voted features

Raw vote counts favour features that appeal to your largest user segment, which is often not your most valuable one. An enterprise feature with 5 votes from $100K accounts outweighs a cosmetic feature with 200 votes from free users.

Ignoring the "why" behind votes

A vote tells you someone wants something. The comments tell you why. Read the comments — they often reveal the underlying problem, which might have a different (better) solution than what was requested.

Letting the board go stale

If you never update statuses or respond to requests, voters stop participating. A stale Canny board is worse than no board — it signals you are not listening.

Tips

Review Canny trends monthly — what is getting more votes vs declining

Cross-reference Canny data with support tickets for a complete demand picture

Use Canny board categories to align with your product areas — makes prioritisation cleaner

Respond to high-vote requests even if you are not building them yet — explain why

How Vantage helps

Vantage connects to Canny and indexes your feature requests with vote data. Requests auto-cluster and cross-reference with your existing projects and requirements. When you generate PRDs, the AI grounds them in actual customer requests with vote counts. Feature prioritisation becomes evidence-based instead of opinion-based.