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Marketing & Analytics · head to head

Improvado vs Linear

I

Improvado

Marketing & Analytics

Data integration platform for marketing teams

From
$1000/month
Rated
-
Linear logo

Linear

Technology

The issue tracking tool you'll enjoy using

From
Free
Rated
-

The short version

  • Only Linear has a free tier, so it costs nothing to try first.
  • Each has a real cost: Improvado no pricing is published, and no cost driver or minimum is stated; Linear no task-level Gantt chart; Timeline view is available for projects only, not individual issues
  • They diverge on capability: Improvado covers 500+ data source connectors, Linear covers Fast, real-time sync.

Where they differ

Only the attributes on which Improvado and Linear actually diverge.

Attributes where Improvado and Linear differ
AttributeImprovadoLinear
Starting price$1000/monthFree
Pricing modelsubscriptionUnknown
Free tierNoYes
PlatformsWeb, Api, Data-warehouseWeb, iOS, Android, macOS, Windows
CategoryMarketing & AnalyticsTechnology
Founded20152019

Identical on both: user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Improvado

  • 500+ data source connectors
  • Data transformation
  • Real-time syncing
  • Data warehouse integration
  • ETL capabilities
  • Data quality monitoring
  • Historical data
  • Custom connectors

Only in Linear

  • Fast, real-time sync
  • Keyboard-first design
  • Automatic issue tracking
  • Cycles (sprints)
  • Projects & milestones
  • Custom workflows
  • API & webhooks
  • Built-in roadmaps

Both cover

  • SOC2

What people use each for

The jobs each tool is most often brought in to do.

Improvado

  • Aggregating marketing data from many platforms into one pipelinenot Linear
  • Feeding blended campaign data into BI tools and dashboardsnot Linear

Linear

  • Issue management and triage, converting customer feedback into prioritized issuesnot Improvado
  • Strategic planning via initiatives, roadmaps, and PRDs from idea to launchnot Improvado
  • Agent-assisted development, with agents drafting docs and submitting pull requestsnot Improvado
  • Code review with structural diffs for human and agent outputnot Improvado
  • Progress monitoring via dashboards tracking cycle times and project healthnot Improvado

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Improvado

  • No pricing is published, and no cost driver or minimum is stated
  • The route to a figure is a working session with a solutions engineer rather than a rate card

Linear

  • No task-level Gantt chart; Timeline view is available for projects only, not individual issues
  • No native time-tracking or hour-logging feature
  • No native Linux desktop app; official FAQ states it 'may come in the future but it's not on the roadmap for now'
  • Free tier capped at 250 issues and 2 teams

Pricing, plan by plan

Improvado

$1000/month
  • Starter$1000/month
    • Up to 20 data sources
    • Basic transformations
    • Standard support
  • Professional$2500/month
    • Up to 100 data sources
    • Advanced transformations
    • Priority support
  • Enterprise$undefined/month
    • Unlimited data sources
    • Custom integrations
    • Dedicated support

Linear

Free
  • FreeFree
    • Unlimited members
    • 2 teams
    • 250 issues
  • Basic$10/month
    • 5 teams
    • Unlimited issues
    • Unlimited file uploads
  • Business$16/month
    • Unlimited teams
    • Private teams/guests
    • Triage Intelligence
  • Enterprise$undefined/month
    • SAML/SCIM
    • Granular admin controls
    • Invoice/PO billing

Which should you pick?

Choose Improvado if

  • You need 500+ data source connectors.
  • You work on Web, Api, Data-warehouse.
  • You also want data transformation.

Choose Linear if

  • You need fast, real-time sync.
  • You want to start without paying.
  • You work on Web, iOS, Android, macOS, Windows.
  • You also want keyboard-first design.

Questions people ask

Is Improvado or Linear better?
Neither clearly leads. Improvado starts at $1000/month and Linear at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Improvado or Linear?
Linear has a free tier; the other does not. Paid plans start at $1000/month for Improvado and Free for Linear.
Does Improvado or Linear run on more platforms?
Improvado runs on Web, Api, Data-warehouse. Linear runs on Web, iOS, Android, macOS, Windows.
Can I use Linear for free?
Yes. Linear has a free tier, so you can try it without paying. Improvado starts at $1000/month.
What is Improvado best used for?
Improvado is most often used for aggregating marketing data from many platforms into one pipeline, feeding blended campaign data into bi tools and dashboards. Of those, aggregating marketing data from many platforms into one pipeline and feeding blended campaign data into bi tools and dashboards are not what Linear is typically brought in for.
What can Improvado do that Linear cannot?
Improvado covers 500+ data source connectors, Data transformation, Real-time syncing, Data warehouse integration. Linear covers Fast, real-time sync, Keyboard-first design, Automatic issue tracking, Cycles (sprints). Both handle SOC2.

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