Linear integration with Improvado
Linear is a modern project management tool for software development teams.
Key Takeaways What your AI agent extracts from Linear
Improvado pulls complete Linear advertising performance data: campaign and ad group metrics including spend, ROAS, impressions, clicks, conversions, CPM, and CPC. Your AI agent accesses granular performance insights across all your Linear paid advertising initiatives.
Data objects and fields Improvado extracts from Linear
| Object | Fields |
|---|---|
| Issue | status priority assignee created_at updated_at cycle |
| Project | progress issue_count completed_issues team status |
| Cycle | start_date end_date completed_issues total_issues progress |
| Team | active_issues completed_issues members velocity |
From connection to autonomous action in three steps
Connect
Connect Linear via OAuth in under 60 seconds. The agent accesses your workspace, teams, projects, and issue data with read/write permissions you control.
Ask
Ask questions like 'Which features are blocked by external dependencies?' or 'Show me all P0 issues created this week across product teams' or 'What's the average cycle time for bugs in the mobile project?'
Act
The agent creates issues, updates priorities and assignees, moves issues between projects and cycles, changes issue status, adds labels and comments, links related issues, and adjusts sprint assignments based on your requests.
What teams ask their AI agent about Linear
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Show me all Linear campaigns with ROAS below 2.5 in the last 30 days
Your AI agent analyzes Linear data and delivers actionable insights — automatically, in seconds.
Compare Linear CPC and conversion rates against our Facebook and Google campaigns this quarter
Your AI agent analyzes Linear data and delivers actionable insights — automatically, in seconds.
Pause all Linear ad groups with CPM above $45 and fewer than 10 conversions
Your AI agent analyzes Linear data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Linear — it optimizes campaigns
Read
The agent reads issues, projects, teams, cycles, sprints, labels, priorities, assignees, statuses, comments, attachments, relationships between issues, custom fields, workflow states, and historical data including velocity metrics and cycle times.
Write
The agent creates new issues, updates existing issue fields (priority, status, assignee, labels, project, cycle), moves issues between sprints, changes workflow states, adds comments, links related issues, creates sub-issues, and bulk-updates multiple issues simultaneously.
Monitor
The agent monitors issue status changes, new high-priority issues, blocked issues, overdue items, sprint capacity thresholds, velocity drops, cycle time anomalies, unassigned critical bugs, and issues approaching SLA deadlines.
Query Linear performance, update budgets, pause underperforming ad groups, and monitor ROAS thresholds through Claude, ChatGPT, Cursor, or any MCP client. Every campaign change, budget adjustment, and data query is logged, versioned, and governed for full audit trails.
| Sprint | Completed Points | Velocity Change |
|---|---|---|
| Sprint 47 (Current) | 89 points | +12% |
| Sprint 46 | 79 points | -6% |
| Sprint 45 | 84 points | +8% |
| Sprint 44 | 78 points | +3% |
| Sprint 43 | 76 points | -2% |
Send Linear data anywhere
Load normalized data to your preferred warehouse, BI tool, or cloud storage. Click any destination to see its integration guide.
They extract data. Improvado deploys an agent.
Traditional tools move data from A to B. Improvado gives you an AI agent that reads, acts, and monitors — with Linear as one of 1,000+ integrated sources.
| Feature | Improvado | Supermetrics | Funnel.io | Fivetran |
|---|---|---|---|---|
| Data fields extracted | 200+ | ~90 | ~120 | ~80 |
| Total integrations | 1,000+ | ~150 | ~500 | ~300 |
| Cross-channel normalization (CDM) | ✓ Built-in | ✗ Manual | ● Basic mapping | ✗ Raw only |
| AI Agent access (MCP) | ✓ Read, Write, Monitor | ✗ | ✗ | ✗ |
| Data warehouse destinations | ✓ 16+ warehouses & BI tools | Sheets, Looker, BigQuery | BigQuery, Snowflake, Redshift | ✓ Broad warehouse support |
| Refresh frequency | Every 15 min | Scheduled triggers | Daily / 6hr | Every 15 min (premium) |
| SOC 2 Type II & HIPAA | ✓ | ✗ SOC 2 only | ✓ SOC 2 | ✓ |
| Best for | Teams that want an AI agent, not a pipeline | Small teams, spreadsheets | Mid-market, data teams | Engineering-led ELT pipelines |
Comparison based on publicly available documentation as of April 2026. Feature availability may vary by plan tier.
Frequently asked questions
How does Improvado connect to Linear?
What Linear data does Improvado pull?
How often does Linear data refresh?
Can the AI agent write data back to Linear?
Is Linear data secure with Improvado?
How does Linear connect with other platforms in Improvado?
"Improvado saves about 90 hours per week and allows us to focus on data analysis."
"Improvado's reporting tool effortlessly integrates all our marketing data so we can easily track users across their entire digital journey. This saves me and my team countless hours."
Put an AI agent on your Linear today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.