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.

Why might a merge not finish the Story?

Another open pull request or unmerged branch can be treated as pending work and delay a handler.

Can an existing pull request be linked?

Yes. Add the Story reference to its title, description or a new comment.

How-To2026-11-082 min read

Automate Shortcut Story Status from GitHub Pull Requests

Shortcut Event Handlers move linked Stories to chosen workflow states when GitHub events occur. Configure the event and destination state after installing the integration.

GitHub and Shortcut administrators install the integration. Members should match their primary GitHub email to an email in Shortcut; only granted repositories participate.

Example: move a linked Story to In Review when its pull request opens, then use a separate merge handler for the completed state after validating your team’s release policy.

Step-by-step guide

Verify the repository connection

Open Integrations > GitHub and confirm the correct account and repository access. Have an administrator install or adjust the GitHub App if the repository is missing.

Link one Story to its pull request

Use Git Helpers on a Story to generate a branch containing /sc-<story-id>/, or add [sc-123] with the actual ID to the pull request title or description.

Create the event handler

Open Integrations > GitHub > Event Handlers and select Add New Event Handler. Choose the pull-request event, any requested branch or label condition, and the destination workflow state.

Exercise the intended transition

Use a harmless linked test Story and open the relevant pull request. Inspect the Story’s new state before enabling a merge-to-completed policy for production delivery.

Common mistakes

Testing with a draft pull request

Draft GitHub pull requests do not trigger handlers until opened. The skip-sc label or [skip-sc] text can also intentionally suppress transitions.

Sources and verification

Based on product documentation checked on 2026-11-04. This is a documentation-based guide, not a hands-on benchmark. Features and availability can change.

GitHub

Frequently asked questions

Spend less time on setup, more on decisions

Vantage connects your tools and generates specs grounded in real data. Free to start.

Spec to tickets

Working in Shortcut? Turn your spec into dependency-ordered tickets.

Paste the feature or spec. Vantage pulls out the requirements and breaks them into tickets, ordered by what blocks what, ready to groom with your team.

How this works

We save what you typed. No AI runs on this page.
You create a free account.
Vantage builds a PRD and dependency-ordered tickets from it inside your own workspace.

Why ask for an account? We’re a small team, and a full generation runs a multi-step AI pipeline that costs us real money. So we tie it to a free account instead of running it anonymously. You also get to keep the result and edit it.

Your text is only used to create your project, and it stays private to your account. If you don’t sign up, we delete it after 7 days. Privacy policy

Free to start. No credit card required.