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.

What is a sample user story?

A sample user story is a complete example showing the persona-action-outcome format with acceptance criteria. It serves as a reference that product managers can adapt for their own products. The samples above include story IDs, priority levels, and point estimates to show a complete backlog item.

How do I estimate story points for these examples?

The point estimates in these examples use a Fibonacci scale (1, 2, 3, 5, 8). They represent relative complexity, not hours. A 1-point story is the simplest work the team does (a config change or copy update). Each higher level represents roughly twice the complexity. Your team should calibrate these against your own reference stories.

What do Must, Should, and Could priorities mean?

This is the MoSCoW prioritization framework. Must = required for the feature to be usable (non-negotiable). Should = important but the feature can launch without it. Could = nice-to-have that adds polish. Would not = explicitly out of scope for this release. Use MoSCoW during sprint planning to decide which stories to include when capacity is limited.

How do I organize sample user stories into sprints?

Group Must stories into the first sprint. Add Should stories if capacity allows. Could stories go into future sprints. Within a sprint, order stories by dependency (build the API before the UI) and by business value (most impactful first). The total story points should not exceed the team's average velocity.

Can Vantage generate stories like these for my product?

Yes. Vantage generates user stories grounded in your actual product data — analytics, Slack conversations, Figma designs, and your codebase. Stories include acceptance criteria traced to the data that informed them, priority levels, and point estimates based on your team's historical patterns.

Examples

Sample User Stories with Full Acceptance Criteria

Complete sample user stories organized by feature: authentication, search, notifications, and settings. Each includes the standard format, multiple acceptance criteria, story point estimates, and MoSCoW priority levels.

Generate with AI in Vantage Jump to stories

How to use these sample stories

These sample user stories are organized by common product features that most software teams build at some point: authentication, search, notifications, and settings. Each story includes a unique ID, the standard format, priority level, story point estimate, and multiple acceptance criteria.

Use these as starting points. Replace the personas with your actual user segments, adjust the acceptance criteria to match your product\'s specific behavior, and recalibrate the point estimates against your team\'s velocity. The structure and quality level are what you should replicate, not the specific content.

Sample stories by feature

Authentication

AUTH-01

Sign up with email

3 pts | Must

As a new visitor, I want to create an account using my email address, so that I can access the platform without needing a Google or GitHub account.

Acceptance Criteria

1. Given I am on the signup page, when I enter a valid email and password and click "Create Account," then my account is created and I am redirected to onboarding.
2. Given I enter an email that is already registered, when I click "Create Account," then I see an error message saying "This email is already registered" with a link to sign in.
3. Given I enter a password with fewer than 8 characters, when I click "Create Account," then I see a validation error before the form submits.

AUTH-02

Sign in with Google OAuth

2 pts | Must

As a returning user, I want to sign in with my Google account, so that I do not have to remember a separate password.

Acceptance Criteria

1. Given I am on the login page, when I click "Sign in with Google," then I am redirected to Google's OAuth consent screen.
2. Given I approve the Google OAuth consent, when I am redirected back, then I am signed in and see my dashboard.
3. Given my Google account email matches an existing account, when I sign in with Google, then my accounts are linked and I can use either method.

AUTH-03

Reset password

2 pts | Must

As a user who forgot my password, I want to reset it via email, so that I can regain access to my account.

Acceptance Criteria

1. Given I am on the login page, when I click "Forgot password" and enter my email, then I receive a password reset email within 2 minutes.
2. Given I click the reset link in the email, when I enter a new password that meets the requirements, then my password is updated and I am signed in.
3. Given the reset link is older than 24 hours, when I click it, then I see a message saying the link has expired with an option to request a new one.

Search

SRCH-01

Full-text search

5 pts | Must

As a team member, I want to search across all documents by content, so that I can find relevant information without remembering the exact document title.

Acceptance Criteria

1. Given I type a search query in the search bar, when I press Enter, then results appear within 2 seconds showing documents that contain the query in their content.
2. Given results are displayed, when I click on a result, then I am taken to the document with the matched term highlighted in context.
3. Given my query matches no documents, when results load, then I see an empty state suggesting I try different keywords.

SRCH-02

Search filters

3 pts | Should

As a power user, I want to filter search results by document type and date range, so that I can narrow down results when searching a large workspace.

Acceptance Criteria

1. Given I have search results showing, when I select "PRDs only" from the type filter, then only PRD documents appear in the results.
2. Given I select a date range of "Last 30 days," when results refresh, then only documents created or modified within that range are shown.
3. Given I have multiple filters applied, when I click "Clear all filters," then all filters reset and the full result set is displayed.

SRCH-03

Recent searches

2 pts | Could

As a frequent searcher, I want to see my recent search queries when I click the search bar, so that I can quickly repeat common searches.

Acceptance Criteria

1. Given I have performed searches in the past, when I click the search bar, then my 5 most recent queries appear as suggestions.
2. Given I see recent search suggestions, when I click one, then the search executes immediately with that query.

Notifications

NOTIF-01

In-app notifications

3 pts | Must

As a team member, I want to receive in-app notifications when someone mentions me or assigns me a task, so that I do not miss important updates.

Acceptance Criteria

1. Given someone mentions me in a comment, when the comment is saved, then I see a notification badge on the bell icon within 5 seconds.
2. Given I click the notification bell, when the dropdown opens, then I see a list of unread notifications sorted by most recent.
3. Given I click a notification, when it opens, then I am taken to the relevant item and the notification is marked as read.

NOTIF-02

Email notification preferences

2 pts | Should

As a user, I want to choose which events trigger email notifications, so that I only receive emails for things I care about.

Acceptance Criteria

1. Given I am on the notification settings page, when I toggle off "Email for task assignments," then I no longer receive emails when tasks are assigned to me.
2. Given I have all email notifications disabled, when someone mentions me, then I still receive in-app notifications (email is off, in-app is always on).

NOTIF-03

Digest email

3 pts | Could

As a manager, I want to receive a daily digest email summarizing activity across my projects, so that I can stay informed without checking the app constantly.

Acceptance Criteria

1. Given I have daily digest enabled, when it is 9:00 AM in my timezone, then I receive an email summarizing new comments, completed tasks, and status changes from the past 24 hours.
2. Given there was no activity in the past 24 hours, when the digest would normally send, then no email is sent.

Settings and Preferences

SET-01

Update profile information

1 pts | Must

As a user, I want to update my display name and profile photo, so that my teammates can identify me in comments and assignments.

Acceptance Criteria

1. Given I am on the profile settings page, when I change my display name and click "Save," then the new name appears across all my comments and assignments.
2. Given I upload a new profile photo, when it is saved, then the photo appears in the navigation bar and in all my comments within 10 seconds.

SET-02

Change timezone

2 pts | Should

As a remote team member, I want to set my timezone in settings, so that all dates and times in the app are displayed in my local time.

Acceptance Criteria

1. Given I am on settings, when I change my timezone from UTC to PST, then all timestamps across the app update to reflect PST.
2. Given a teammate in a different timezone views the same event, when they check the time, then it shows in their configured timezone.

Frequently asked questions

Generate user stories from your product data

Connect your tools and Vantage generates stories with traced acceptance criteria. Free to start.

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Sample User Stories with Full Acceptance Criteria

How to use these sample stories

Sample stories by feature

Authentication

Sign up with email

Sign in with Google OAuth

Reset password

Search

Full-text search

Search filters

Recent searches

Notifications

In-app notifications

Email notification preferences

Digest email

Settings and Preferences

Update profile information

Change timezone

Related templates

User Story Template

User Story Examples

Acceptance Criteria Template

Frequently asked questions

Generate user stories from your product data

Related reading