How is Vantage different from ChatGPT or Claude?

ChatGPT and Claude write you a document. Vantage keeps the document, prototype, tickets and roadmap connected to the feedback and decisions behind them, and tells you when one of them changes. You can also bring your Vantage context into Claude or ChatGPT, so you don’t have to choose.

Do I have to move off Notion or Linear?

No. Keep the tools you use and connect them to Vantage. Tickets push to Linear with two-way sync, and you approve every change that comes back.

What can I do in the first ten minutes?

Paste customer feedback or describe a problem, and get a PRD with every requirement linked to its source. You can try the demo on this page without signing up. Connect your tools whenever you’re ready.

I own several projects. What does Vantage do across them?

It briefs you every morning on what needs your call, catches specs that contradict each other, and flags anything that went stale after a decision changed. It works for a single project and earns its keep at two or more.

What if the AI gets something wrong?

Nothing updates silently. Every requirement cites the quote, call or metric behind it, and every change arrives as a diff you accept or reject before it touches your docs, tickets or Linear.

Can I use Vantage from Claude or ChatGPT?

Yes. Connect Vantage’s MCP server to Claude, add the GPT Action in ChatGPT, or use an API key. Then ask about your projects, search your specs, or create tickets from wherever you work.

Start on your own for free. When teammates join, they work from the same context, with admin, editor and viewer roles and private drafts that stay invite-only until you publish.

What does fair use mean on the unlimited features?

Unlimited features are meant for real day-to-day work by one person: up to 50 questions a day on Pro and Business, and on Business up to 10 PRDs, journeys or ticket batches a day. Very few people get close. If your team regularly needs more, talk to us.

Your data is encrypted in transit, and we never train on it. The AI providers we use are contractually barred from training on it too. You can disconnect any integration or delete your account at any time. We’re pursuing SOC 2 Type II.

How much does it cost?

Vantage is free to start with 300 credits and no credit card. Projects are unlimited on every plan, and AI work like generating a PRD or a ticket batch uses credits. Pro is $19 per seat a month billed annually ($25 monthly) with 1,500 credits a month, unlimited questions and prototypes. Business adds a shared team workspace and 4,000 credits per seat a month.

Who can comment on Vercel preview deployments?

Users who have access to the preview and the Vercel Toolbar. This typically includes team members and people who have been given access. Check your team's settings.

Can Vercel comments create Linear or Jira issues?

Vercel offers integrations for converting comments into issues in tools such as Linear, Jira, and GitHub. Availability depends on what your team has connected.

Are comments kept after a new deployment?

Comments are attached to the deployment where they were left. Check the latest preview to confirm whether feedback has been addressed.

How-To2026-10-077 min read

How to Collect Feedback on Vercel Preview Deployments with Comments

Feature review often happens in the wrong place. A PM takes a screenshot, pastes it into Slack, and describes the problem in a sentence. The engineer has to work out which page, which state, and which deployment. By the time the thread is resolved, nobody remembers which feedback was addressed.

Vercel preview deployments give every pull request its own URL, and Vercel Comments let reviewers leave feedback directly on the page, attached to specific elements. This guide covers enabling comments, running a review on a preview, managing threads, and converting feedback into issues in your tracker.

Try it free, no sign-up

Before you set this up, check what customers are actually asking for.

Paste call notes, support tickets or feedback. Vantage pulls out the signals and themes in about 30 seconds.

Step-by-step guide

Make sure previews and the toolbar are enabled

Preview deployments are created automatically for branches and pull requests when your Git repository is connected to Vercel. Comments are part of the Vercel Toolbar, which appears on preview deployments for authorized users. Check your project settings to confirm the toolbar and comments are enabled for previews.

Confirm the project is connected to your Git repository
Check that preview deployments are created for pull requests
Confirm the Vercel Toolbar and comments are enabled in project settings

Share the preview link for review

Each pull request gets a preview URL, which Vercel posts on the pull request. Share it in the ticket and in the review request. Reviewers need access to comment, so confirm that PMs and designers are members of the Vercel team or have been given access.

Leave feedback in context

Reviewers open the preview, use the toolbar to start a comment, and click the element they want to discuss. The comment is pinned to that location on that deployment. Be specific: describe what you expected, what you saw, and whether it blocks launch.

Open the preview deployment
Start a comment from the toolbar
Click the element or area the feedback refers to
State whether the feedback is blocking or a nice-to-have

Use mentions and threads

Mention the engineer or designer who needs to act. Keep the discussion in the comment thread so the context stays attached to the page. Avoid moving the conversation to Slack unless a broader decision is needed.

Convert feedback into tracked issues

Vercel offers integrations that let you turn comments into issues in tools such as Linear, Jira, or GitHub, depending on what your team has connected. Use this for feedback that will not be fixed in the current pull request, so it does not get lost when the preview is superseded.

Connect your issue tracker integration in Vercel if available
Convert non-blocking feedback into an issue
Link the issue back in the comment thread
Resolve the thread once the issue exists

Resolve threads before merging

Before merging, check that every blocking comment is resolved. Make this part of your pull request checklist. Resolved threads are a lightweight record of what was reviewed.

Run a structured review for larger features

For significant features, schedule a review session where the PM, designer, and engineer walk through the preview together and leave comments live. A 30-minute session on a real deployment surfaces more issues than a week of screenshot threads.

Common mistakes

Reviewers without access

If PMs or designers cannot authenticate on the preview, they fall back to screenshots. Set up access before review time.

Not distinguishing blocking from non-blocking

Without a clear label, engineers treat every comment as blocking and launches slip. Mark each comment's severity.

Leaving feedback on old previews

Comments on a superseded deployment may not reflect the latest code. Review the most recent preview.

Tips

Add the preview link to the ticket automatically through your Git and tracker integrations.

Use a 'blocking:' prefix on comments that must be fixed before merging.

Review previews on mobile as well as desktop.

Convert recurring feedback themes into design system or checklist updates.

How Vantage helps

Preview feedback is most useful when reviewers can check it against the spec. Vantage keeps PRD requirements and acceptance criteria linked to the tickets pushed to Linear or Jira, so reviewers on a preview know exactly what the feature was supposed to do and can flag gaps against it.