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Head-to-head · Marketing Attribution Software

Zobrx vs Dreamdata

  • Updated Sep 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score Zobrx #4 in Marketing Attribution Software 7.8/10 Free plan · paid from $79/mo (annual) · 14-day trial Free plan✓ 4 of 4 features Visit Zobrx
Dreamdata #8 in Marketing Attribution Software 6.9/10 Free plan Free plan✓ 0 of 4 features Visit Dreamdata

Zobrx leads on 4 checks, Dreamdata on 0, and 1 is even. Who comes out ahead on the 5 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreZobrx · 7.8/10
  • Free planboth
  • Most featuresZobrx · 4 of 4

Zobrx scores higher on our rubric for marketing attribution software: 7.8 against 6.9 out of 10; our editors rank them #4 and #8.

Zobrx offers multi-touch attribution; Dreamdata doesn't publish it. Zobrx offers offline data attribution; Dreamdata doesn't publish it. Zobrx offers revenue attribution; Dreamdata doesn't publish it. Zobrx offers data warehouse export; Dreamdata doesn't publish it. On data retention, Dreamdata gives you Unlimited where Zobrx offers Annual.

Zobrx is the better fit for teams wanting broad attribution at low cost. Dreamdata is the better fit for B2B teams wanting free account attribution.

  • Zobrx fits best

    Teams wanting broad attribution at low cost

  • Dreamdata fits best

    B2B teams wanting free account attribution

Advertiser disclosure: iTechGuides is reader-supported. We may earn a commission when you click some links. It never changes our verdict. How we rank.

Side by side

Feature Zobrx 7.8/10 Visit ↗ Dreamdata 6.9/10 Visit ↗
At a glance
Editor score 7.8 6.9
Ranking #4 in Marketing Attribution Software #8 in Marketing Attribution Software
Best for Teams wanting broad attribution at low cost B2B teams wanting free account attribution
Pricing model Free plan + paid Free plan + paid
Starting price $79/mo Not published
Free plan ✓ ✓
Free trial — —
Deployment Cloud Cloud
Platforms Web Web
Integrations 92+ integrations 20 integrations
Features Zobrx 4/4 · Dreamdata 0/4
Multi-touch attribution ✓ (best) Not published
Offline data attribution ✓ (best) Not published
Revenue attribution ✓ (best) Not published
Data warehouse export ✓ (best) Not published
Specs
Attribution models Multi_touch Not published
Journey window Not published Not published
Data retention Annual Unlimited
Our review
Pros
  • Covers Markov, Shapley, MMM, geo-lift and other attribution models
  • Connects ad, CRM, ecommerce, analytics and warehouse systems
  • Offers a free plan plus offline conversion and identity-resolution features
  • Free plan includes B2B analytics, attribution, tracking, and audience tools
  • Connects CRM, advertising, ecommerce, sales, and collaboration platforms
  • Supports account journeys tied to pipeline, deals, and revenue
Cons
  • The Free plan is limited to 3 Shopify stores and 1 team seat
  • The Free plan retains only the last 30 days of data
  • The product's 2024 origin means a shorter operating history
  • Paid Attribution & Activation pricing is custom
  • Advanced attribution and optimization are paid-plan features
  • Custom limits and volumes require the paid plan
Our verdict

Zobrx is a marketing intelligence platform for growth teams, ecommerce brands, agencies and enterprises. It brings together multi-touch attribution, marketing mix modeling, geo-lift incrementality testing, clean-room analytics, offline…

Read the review →

Dreamdata is a B2B attribution and analytics platform for marketing teams that need to connect website, advertising, CRM, marketing automation, and other go-to-market data. Its account-based customer journey timelines tie marketing…

Read the review →
  1. ZobrxMarketing Attribution Software 7.8Free plan · paid from $79/mo (annual) · 14-day trial
  2. DreamdataMarketing Attribution Software 6.9Free plan

Strengths and trade-offs

  • Zobrx — where it wins

    • Covers Markov, Shapley, MMM, geo-lift and other attribution models
    • Connects ad, CRM, ecommerce, analytics and warehouse systems
    • Offers a free plan plus offline conversion and identity-resolution features

    Where it doesn't

    • The Free plan is limited to 3 Shopify stores and 1 team seat
    • The Free plan retains only the last 30 days of data
    • The product's 2024 origin means a shorter operating history

  • Dreamdata — where it wins

    • Free plan includes B2B analytics, attribution, tracking, and audience tools
    • Connects CRM, advertising, ecommerce, sales, and collaboration platforms
    • Supports account journeys tied to pipeline, deals, and revenue

    Where it doesn't

    • Paid Attribution & Activation pricing is custom
    • Advanced attribution and optimization are paid-plan features
    • Custom limits and volumes require the paid plan
  • Zobrx7.8/10 · Free plan · paid from $79/mo (annual) · 14-day trial

    Broad attribution coverage with a free plan and a $79 annual-billing entry tier.

    Visit ZobrxFull verdict →
  • Dreamdata6.9/10 · Free plan

    A strong free starting point for account-based B2B attribution and analytics.

    Visit DreamdataFull verdict →

More comparisons

All marketing attribution software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Sep 2026

Last updated · How we research and update