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Marketing · head to head

Dreamdata vs Improvado

Dreamdata logo

Dreamdata

Marketing

B2B revenue attribution platform

From
Free
Rated
-
Full reviewWebsite
Improvado logo

Improvado

Marketing

Data integration platform for marketing teams

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Dreamdata company identification only reaches approximately 80% accuracy even with proprietary IP-to-company resolution; Improvado free tier limited to 50 MCP actions per week
  • They diverge on capability: Dreamdata covers Multi-touch attribution, Improvado covers 500+ data source connectors.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Dreamdata and Improvado actually diverge.

Attributes where Dreamdata and Improvado differ
AttributeDreamdataImprovado
Pricing modelUnknownfreemium
PlatformsWebWeb, Api, Data-warehouse
Founded20182015

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Marketing).

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 Dreamdata

  • Multi-touch attribution
  • Account-based analytics
  • Pipeline analytics
  • Customer journey mapping
  • Revenue modeling
  • Content attribution
  • Channel performance
  • Data unification

Only in Improvado

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

Both cover

  • Salesforce
  • HubSpot
  • Google Ads
  • GDPR compliant
  • SOC2
  • Data encryption

What people use each for

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

Dreamdata

  • B2B attributionnot Improvado
  • Revenue analyticsnot Improvado
  • Pipeline forecastingnot Improvado
  • Marketing ROInot Improvado

Improvado

  • Marketing data integrationnot Dreamdata
  • Multi-workspace data orchestrationnot Dreamdata
  • Incrementality testing and attributionnot Dreamdata
  • Multi-touch attribution modelingnot Dreamdata

Where each one falls short

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

Dreamdata

  • Company identification only reaches approximately 80% accuracy even with proprietary IP-to-company resolution
  • Advanced features like custom attribution models require expensive custom pricing tier
  • Steep implementation lift for complex multi-touch attribution setup
  • Free tier limited to 2 months of historical data

Improvado

  • Free tier limited to 50 MCP actions per week
  • Advanced and Enterprise tiers require custom pricing quotes
  • No publicly listed Advanced or Enterprise rates

Pricing, plan by plan

Dreamdata

Free

No published plan breakdown. See the Dreamdata review.

Improvado

Free
  • Free LimitedFree
    • 50 MCP actions per week
    • 1 workspace
    • Live API requests to all sources
  • MCP Only$100/month
    • 2M rows per year
    • Daily data sync
    • 300 MCP actions per week
  • Advanced$null/custom
    • 600M rows per year
    • Up to 4x daily syncs
    • 200 actions per day
  • Enterprise$null/custom
    • 1B rows per year
    • 600 actions per day
    • Unlimited workspaces

Which should you pick?

Choose Dreamdata if

  • You need multi-touch attribution.
  • You want to start without paying.
  • You also want account-based analytics.
Dreamdata review

Choose Improvado if

  • You need 500+ data source connectors.
  • You want to start without paying.
  • You work on Web, Api, Data-warehouse.
  • You also want data transformation.
Improvado review

Questions people ask

Is Dreamdata or Improvado better?
Neither clearly leads. Dreamdata starts at Free and Improvado at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Dreamdata or Improvado?
Dreamdata starts at Free and Improvado at Free.
Does Dreamdata or Improvado run on more platforms?
Dreamdata runs on Web. Improvado runs on Web, Api, Data-warehouse.
Can I use Dreamdata for free?
Both have a free tier, so you can try either at no cost before committing.
What is Dreamdata best used for?
Dreamdata is most often used for b2b attribution, revenue analytics, pipeline forecasting, marketing roi. Of those, b2b attribution and revenue analytics are not what Improvado is typically brought in for.
What can Dreamdata do that Improvado cannot?
Dreamdata covers Multi-touch attribution, Account-based analytics, Pipeline analytics, Customer journey mapping. Improvado covers 500+ data source connectors, Data transformation, Real-time syncing, Data warehouse integration. Both handle Salesforce, HubSpot, Google Ads, GDPR compliant.

Answered from the vendors’ own pages

Dreamdata: Is there a free tier for Dreamdata?

Yes. Dreamdata offers a free tier with 5 seats, 2 months of history, company identification, and web analytics included.

Source
Improvado: What is Improvado's free tier?

Improvado Free Limited tier costs $0/month and includes 50 MCP actions per week, 1 workspace, live API requests to all sources, AI Agent, and MCP. No credit card required to start.

Source
Dreamdata: What CRM integrations does Dreamdata support?

Dreamdata integrates natively with Salesforce and HubSpot, pulling opportunity and account data to build attribution models.

Source
Improvado: What are Improvado's paid plans?

Paid tiers include MCP Only ($100/month with 2M rows/year and 300 weekly actions), Advanced (custom pricing with 600M rows/year and 50 workspaces), and Enterprise (custom pricing with 1B rows/year, unlimited workspaces, and SSO).

Source
Dreamdata: Can I build custom attribution models in Dreamdata?

Yes. Custom attribution models are available on the Attribution Advanced plan, which requires contact for custom pricing.

Source
Improvado: Does Improvado offer data sync frequency limits?

MCP Only tier offers daily data sync, Advanced tier allows up to 4x daily syncs, and Enterprise tier includes no stated sync frequency limits. Free tier enables live API requests without scheduled syncing.

Source
Improvado: What compliance and security features does Improvado include?

Improvado holds SOC 2 Type II, HIPAA, GDPR, and CCPA compliance. Enterprise tier specifically includes SSO with Azure and Okta support for identity management.

Source
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