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.

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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.

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Can you track OKRs natively in Linear?

Linear does not have a dedicated OKR feature, but its project milestones, label groups, and custom views combine to create a functional OKR tracking system. By using milestones as objectives and labeled issues as key results, you get the same hierarchy with the advantage of direct links to shipping work.

How many OKRs should a product team have per quarter?

Most effective product teams run three to five objectives per quarter with two to four key results each. This keeps the total number of tracked metrics under twenty, which is manageable for weekly check-ins. If your team has more than five objectives, consolidate or defer lower-priority ones to next quarter.

How-To2026-09-0310 min read

How to Set Up OKRs in Linear

OKRs give product teams a shared language for what matters this quarter, but most PM tools treat them as an afterthought. Linear does not have a dedicated OKR module, yet its project hierarchy, label system, and filtered views make it surprisingly capable as an OKR tracker when configured intentionally.

This guide walks you through setting up a repeatable OKR structure in Linear that connects high-level objectives to the actual issues your team ships against. You will create a labeling taxonomy, build filtered views for leadership check-ins, and establish a cadence for scoring key results without leaving the tool your engineers already live in.

Step-by-step guide

Create a dedicated OKR team or project area

In Linear, create a new project called 'Q4 2026 OKRs' (or the relevant quarter) under your primary team. Set the project status to 'In Progress' and add a target date matching your quarter end. This project becomes the container that links every objective back to a single trackable entity.

Navigate to your team and click 'New Project'
Name it with the quarter and year for easy filtering later
Set the project lead to whoever owns the OKR review cadence

Define objectives as project milestones

Each objective becomes a milestone within the OKR project. Milestones in Linear support descriptions and target dates, which map naturally to the qualitative nature of objectives. Write each objective as a directional statement — 'Improve activation rates for new signups' — not a metric.

Open the project and navigate to the Milestones tab
Create one milestone per objective (typically 3-5 per quarter)
Add a one-sentence description clarifying what success looks like qualitatively

Create key results as issues with measurable acceptance criteria

Under each milestone, create issues that represent individual key results. The issue title should state the metric and target — 'Increase 7-day retention from 32% to 45%'. Use the issue description to document the baseline, data source, and measurement method so scoring is unambiguous at quarter end.

Create 2-4 issues per milestone, each representing one key result
Tag each with a 'Key Result' label for filtering
Set priority to reflect the relative importance within the objective

Build a label taxonomy for OKR categorization

Create a label group called 'OKR' with child labels: 'Objective', 'Key Result', and optionally 'Initiative'. Apply 'Key Result' to your KR issues and 'Initiative' to any downstream work items that contribute to a KR. This taxonomy lets you slice any Linear view by OKR relevance without restructuring your existing workflow.

Go to Settings > Labels and create the 'OKR' label group
Assign colors that stand out — red for Objective, blue for Key Result, green for Initiative
Document the labeling convention in your team's workspace description

Link shipping work to key results using sub-issues or relations

For each key result issue, link the actual engineering and design issues that contribute to moving the metric. Use Linear's 'relates to' or parent/sub-issue relationships so progress on shipping work visually rolls up to the key result. This is where OKRs stop being a slide deck and start being connected to real output.

Open a key result issue and use Cmd+Shift+L to add relations
Choose 'is blocked by' for hard dependencies or 'relates to' for contributing work
Review the relation graph periodically to spot unlinked work

Create custom views for OKR check-ins

Build a saved view filtered to the 'Key Result' label, grouped by milestone (objective), and sorted by status. This becomes your weekly OKR review dashboard. Add a second view filtered to 'Initiative' issues grouped by assignee to see who is working on what across objectives without switching context.

Click 'Views' in the sidebar and create a new custom view
Set filter: Label is 'Key Result', Project is your OKR project
Save and pin it to your sidebar for one-click access during standups

Establish a scoring and review cadence

At the end of each month or quarter, update each key result issue with a score (0.0 to 1.0) in a comment or custom field. Move completed KRs to 'Done' and partially achieved ones to 'Cancelled' with a scoring note. Archive the quarterly project and duplicate the structure for the next quarter to maintain historical records.

Schedule a recurring calendar event for OKR scoring sessions
Use the issue comment thread to document the final metric value and score
Create next quarter's project by duplicating the current one and resetting milestones

Common mistakes

Treating key results as tasks instead of outcomes

A key result should measure a change in a metric, not describe work to be done. 'Launch redesigned onboarding flow' is an initiative, not a key result. 'Increase onboarding completion rate from 40% to 65%' is a proper KR. If your key results do not have numbers, they belong in the initiative layer.

Creating too many objectives per quarter

More than five objectives dilutes focus and makes check-ins exhausting. Linear's milestone view gets cluttered fast. Stick to three objectives per team per quarter, each with two to four key results. If everything is a priority, nothing is.

Forgetting to link initiatives to key results

Unlinked work means your OKR dashboard shows stale progress even though the team is shipping. Make linking a KR a required step in your issue creation template. Without this connection, OKRs become a parallel reporting system that nobody trusts.

Never updating scores mid-quarter

Waiting until quarter end to check OKR progress defeats the purpose of having measurable goals. Use your monthly check-in view to update confidence levels. Linear's comment threads on each KR issue are the right place to capture 'we are at 60% confidence on this one because signups dropped in week 3.'

Tips

Use Linear's project updates feature to write a brief weekly OKR status — it timestamps the narrative alongside the data.

Create a 'Stretch' label for ambitious key results so reviewers know which KRs were intentionally set above 70% difficulty.

Archive previous quarter OKR projects rather than deleting them — they become a searchable history of what the team committed to and achieved.

Set up a Slack notification for when key result issues move to 'Done' so leadership gets real-time visibility without asking for updates.

How Vantage helps

Vantage connects your OKR-linked key results directly to PRD generation, so when you define a new project the system already knows which objectives it supports. As your team scores key results in Linear, Vantage's bi-directional sync surfaces progress alongside the product context that drove each initiative, eliminating the gap between strategy tracking and execution.