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PRD — Checkout Redesign · V1
Generating

Requirements

R1

Redesign /checkout step 3 to reduce drop-off 34% → target 18%

R2

Reuse PaymentForm component — avoid duplicating Stripe SDK init

R3

Evaluate Apple Pay parity — competitor added Q4, 38% iOS share

R4

Tag checkout_complete in Amplitude for success metric tracking

Status

Tickets ready
8
Compliance
Passed
Conflicts
2 flagged
Effort est.
3.5 sprints
Compliance ✓2 conflicts6 tickets
vantage.so · just now
Context

The more context you give, the smarter the output.

Paste your product URL. Upload a doc. Connect a data source. Vantage turns your context into product intelligence — not generic advice.

Without context
R1

Add a checkout flow to the product.

R2

Consider user experience best practices.

R3

Implement payment processing.

R4

Add error handling for failed payments.

Generic. No product context. Could be any app.
With context
R1

Redesign /checkout step 3 (payment) to reduce Stripe drop-off from 34% → target 18%.

R2

Reuse PaymentForm component from /components/checkout — avoid duplicating Stripe SDK init.

R3

Competitor Acme added Apple Pay in Q4 — evaluate parity given 38% iOS share.

R4

Success metric: checkout conversion in Amplitude — tag event checkout_complete.

Your product. Your stack. Real baselines.
Website URL
Crawl your product
Competitor URLs
Market context
File upload
PDFs, screenshots
Free text
Describe your flow
Google Docs / Sheets
Live data connector
GitHub
Codebase context
Slack / Notion
Docs and threads
Context coverage
Add more sources to improve output quality
82%
The Problem

Your product context is scattered across every tool your team uses.

Every PRD you write is missing context that lives in your comms, your codebase, or last quarter's analytics. Every ticket is written without the full picture. That's not a workflow problem — it's a context problem.

<>
Your CodebaseGitHub, GitLab…
Your TicketsLinear, Jira…
Your DocsNotion, Confluence…
💬
Your CommsSlack, Teams…
Your DesignsFigma, Sketch…
#
Your SpreadsheetsSheets, Excel…
Your AnalyticsGA, Mixpanel…
?
Your SupportIntercom, Zendesk…
wherever your team works · context lost on every switch
replaced by
V
Vantage
One unified workspace
Codebase context
Competitor intel
PRD + version history
Tickets + grooming
Prototype builder
Design review
Analytics + compliance
1 workspace · full context · every step
80%
of code at Anthropic written by Claude
Taste at Speed
10–30
PRs shipped per day by Boris Cherny's team
Product Growth Pod
200%
productivity per engineer, despite 3× headcount
Taste at Speed

Building is no longer the constraint — deciding what to build is. A prototype shows what. The spec explains why, how you'll measure, and when you'll pull the plug.

— Taste at Speed, Aakash Gupta

How It Works

From idea to execution plan in under 3 hours.

Four steps. No prescribed sequence. PRD and tickets stay in sync the whole way.

1

Describe

Type your idea or paste your product URL. That's all you need to start.

2

Add context

Connect sources, upload docs, describe your flow. The more context, the smarter the output.

3

Generate

PRD, prototype, or both — your choice, either order. No prescribed sequence.

4

Execute

Dependency-aware tickets, agent prompts, or let AI agents build it. PRD and tickets stay in sync.

Most teams go from blank page to execution plan in under 3 hours.

Why Vantage

Three things that make every PM faster.

Research, context, and execution — connected in one workspace so nothing falls through the cracks.

Research

Research while you write

Ask anything about your market, competitors, or product — right inside the editor. Every answer comes with traceable citations you can verify and insert directly into the PRD. Your PRD is evidence-backed, not opinion-backed.

Every claim cited
Context

Your product, understood

Paste your URL. Upload your docs. Connect your data. Vantage indexes your product context and gets smarter with everything you add. Ask 'are my requirements conflicting?' and get an answer about YOUR product, not generic advice.

Context compounds
Execution

Plan to action, one click

Generate dependency-aware tickets with effort estimates and execution waves. Groom them with your team in a conversational chat. Export to Linear or copy structured prompts for Cursor. PRD and tickets stay in sync — always.

PRD → tickets in 1 click

The workspace where PMs become builders

Research and requirements, side by side. Always in sync.

app.vantage.so/workspace/prd-123
Workspace
PRD Editor
Research
Tickets
Context
PRDs
Auth Revamp
Query Engine
Ticket Gen
Query Engine PRD
5 requirements · Last updated 2 min ago
Live
R1User Authentication

OAuth2 + email/password login with MFA support

P0M
R2PRD Generation Engine

AI-powered structured PRD from natural language input

P0XL
R3Query & Research Panel

Web + product context search with citation support

P1L
R4Ticket Generation

Dependency-aware tickets from PRD requirements

P1L
R5Linear Export

Bidirectional sync with Linear project boards

P2S
Research3 results
PRD generation best practices 2025
Best practices for AI-powered PRD tools in 2025
productboard.com97% match

Teams that use AI-assisted PRD generation report 40% faster planning cycles and significantly higher requirement completeness scores...

How Notion compares to purpose-built PM tools
lenny.substack.com91% match

The core limitation of general-purpose docs for product work is the lack of structured data. Requirements need IDs, priorities, and traceability...

OAuth2 implementation patterns for SaaS products
auth0.com88% match

For R1: PKCE flow recommended for web apps. Support at minimum Google and GitHub OAuth providers alongside email/password...

Why not just use Claude?

Claude generates a document. Vantage runs a system.

Vantage makes every tool you already use more effective — because it carries the full product context.

AI
Any AI / Notion AI
General-purpose assistant
  • No memory between sessions — starts from scratch every time.
  • PRD drifts from tickets by week 2 of the sprint.
  • No conflict detection — two teams can build contradictory things.
  • Forgets your product context every conversation.
V
Vantage
Product-aware system
  • Product context compounds over time — every PRD makes the next one smarter.
  • PRD and tickets always in sync — edit a requirement and affected tickets update.
  • Conflict detection across requirements and across PRDs in the same org.
  • Gets smarter with every project. Context persists at the org level.
The Results

The data on prototype-first shipping

Numbers from Anthropic's Claude Code team and Aakash Gupta's research on 224,000+ PMs

0%
Kill rate — intentional

Top prototype-first teams kill 4 in 5 versions. That's not failure. That's the job.

0%
Productivity per engineer at Anthropic

Claude Code writes ~80% of code. Engineers focus on what only they can do.

0 min
Down from 4–8 hours for a full PRD

PMs using AI-native workflows reclaim entire days every week.

What PMs are saying

Finally a tool that actually knows what I'm building. Every other AI just gives me templates.

S
Senior PM
Series B startup

PRD to tickets in 30 minutes. That used to take the better part of a week.

H
Head of Product
Enterprise SaaS

Context-aware output changed everything. It references our actual codebase, not generic advice.

P
Product Lead
Growth-stage fintech

I shipped 3 features in the time I used to spend writing one PRD. The ticket generation is insane.

P
Product Manager
YC W25

The conflict detection caught a clash between two parallel workstreams before it became a sprint blocker.

D
Director of Product
Scale-up, 200 eng

Compliance check in the PRD phase saved us from a last-minute legal review. Worth it for that alone.

S
Senior PM
Regulated fintech

Finally a tool that actually knows what I'm building. Every other AI just gives me templates.

S
Senior PM
Series B startup

PRD to tickets in 30 minutes. That used to take the better part of a week.

H
Head of Product
Enterprise SaaS

Context-aware output changed everything. It references our actual codebase, not generic advice.

P
Product Lead
Growth-stage fintech

I shipped 3 features in the time I used to spend writing one PRD. The ticket generation is insane.

P
Product Manager
YC W25

The conflict detection caught a clash between two parallel workstreams before it became a sprint blocker.

D
Director of Product
Scale-up, 200 eng

Compliance check in the PRD phase saved us from a last-minute legal review. Worth it for that alone.

S
Senior PM
Regulated fintech
Pricing

Simple, transparent pricing

Start free. Upgrade when you need to ship faster.

Free
$0

Perfect for exploring Vantage and your first PRDs.

  • 3 PRDs / month
  • 20 queries / month
  • Basic PRD templates
  • Web search (no product context)
  • Export to Markdown
Most Popular
Pro
$49/seat/month

For PMs who want to move fast and ship with confidence.

  • Unlimited PRDs
  • Unlimited queries
  • Full context engine (docs, screenshots, crawl)
  • Intelligent ticket generation
  • Agent prompts for Cursor
  • Export to Linear
  • Grooming chat
  • Change propagation
  • Priority support
Team
$99/seat/month

For product teams that need integrations, multiplayer, and sync.

  • Everything in Pro
  • Multiplayer editing
  • Bidirectional Linear sync
  • Slack integration
  • SSO / SAML
  • Admin dashboard
  • Dedicated onboarding
  • SLA support

All plans include a 14-day free trial. No credit card required to start.

The PM's role is changing. Build the future of it.

Engineers have Cursor. Designers have Figma. Now PMs have Vantage.

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