Overview

Dreamdata links contact activity from the same account into an end-to-end customer journey and standardizes UTM parameters into channels and sources. That model is useful when several people at one company contribute to a buying process; it is less compelling for teams that only need a simple count of site visits. Its IP-to-company resolution engine identifies up to 80% of companies, giving account analysis a substantial base while leaving some company traffic unidentified.

The product combines analytics and attribution with audience activation, AI signals, reporting, and access to an account-based GTM data model. This breadth is an advantage for B2B marketers who want to connect measurement to activation, but it may be more infrastructure than a team seeking standalone web analytics needs.

Key features

Journeys and reporting

Digital Analytics tracks site engagement at account level and connects data from ad networks. Analytics Hub provides custom reports and dashboards with numbers traceable to their source. Together, these give teams both a cross-account view of activity and a way to follow reported figures back to their origin.

Dreamdata connects CRM activity from HubSpot, Salesforce, Microsoft Dynamics, and Pipedrive, alongside integrations across marketing, advertising, data warehouses, BI, and reverse ETL. That range helps fit the product into a broader marketing-data stack, though the value depends on whether a team needs to bring those systems together.

Data access, tracking, and AI

Customers can export Dreamdata’s account-based GTM data model and connect it to BI and ML tools. Hightouch and Census integrations support reverse-ETL workflows, which makes the product more useful to teams that want to put modeled account data to work outside its reporting environment. Client- and server-side tracking APIs, including Node.js and Go SDKs, offer implementation options for teams building their own data flows.

Dreamdata AI includes an Analytics Agent for plain-English questions, an MCP Server for preferred LLMs, and a data-warehouse foundation for custom agents. These options extend access to analytics and data, but are most relevant to organizations already using AI tools or building their own workflows.

Dreamdata states that it is SOC 2 Type II certified, GDPR compliant, and US Privacy compliant. It encrypts data at rest with at least AES-256 and in transit with TLS 1.2 or higher, and offers one-on-one demos, onboarding, and ongoing expert product support.

Pricing

Dreamdata uses a freemium model and offers a free trial. Its Free plan costs 0.00 USD per month, billed $0/month, and includes five seats, two months of user history, three stage models, two notifications, and one sync. The seat allowance makes it a workable starting point for a small team, but two months of history can be limiting when B2B journeys take longer to unfold. The listed caps on stage models, notifications, and syncs also make this a constrained tier for teams with broader operating needs.

Attribution & Activation has custom pricing and custom limits and volumes. That plan is the option for teams that need capacity beyond the free tier, but its price and entitlements will need to be established for the specific deployment. The free plan’s stated caps are the clearest basis for deciding whether a team can begin there or needs a tailored package.

Platforms

Dreamdata runs on web and offers an API. Its tracking APIs include client-side and server-side options, with Node.js and Go SDKs. It also supports event tracking, conversion funnels, ecommerce tracking, and unlimited data retention, giving teams several ways to collect and retain activity data alongside the account-journey model.

Who it's for

Dreamdata is aimed at B2B marketers who need to build and activate audiences, use AI signals, and measure revenue drivers. It is a strong fit for teams whose buying journeys involve multiple contacts and whose marketing data spans CRM, advertising, and analytics systems. A small team can use the free plan to get started, provided two months of history and five seats are enough. Organizations needing more history, seats, or volume should consider the custom-priced Attribution & Activation plan. Teams looking only for basic web analytics are unlikely to need its account-based modeling and data-access breadth.

Pros and cons

Account-level journey modeling: Connecting contacts from the same company gives B2B teams a more coherent view of multi-person buying activity than isolated contact records.
Traceable reporting: Analytics Hub dashboards link numbers back to their source, which helps teams inspect how results are formed.
Flexible data access: Exportable GTM data, BI and ML connections, and reverse-ETL integrations serve teams that want to use account data beyond Dreamdata.
Free entry point with tight boundaries: Five seats and two months of history can support an initial evaluation, but the history cap is a real drawback for longer sales cycles.
Custom plan terms: Custom limits and volumes accommodate different requirements, but teams cannot use a fixed published price to budget for the paid tier.

Alternatives

For teams comparing adjacent tools, the Revenue Operations Software, Email Marketing Analytics Software, Marketing Attribution Software, and Web analytics tools lists cover those categories. Among individual alternatives, RevenueGrid is worth considering when a paid, trial-available option with broad platform support is a better fit. Factors.ai may suit teams seeking a paid option with a free plan and defined tracked-user and company-identification limits. MaxIQ is another option for eligible startups seeking free access through a startup program.

Gong Forecast, Ebsta Forecasting, Forma.ai, Varicent Incentives, and Aviso AI are additional alternatives to consider.

Verdict

Choose Dreamdata if your B2B marketing team needs account-level journey analysis and wants its reporting, activation, and downstream data access connected in one platform. The free plan provides a defined starting point, but its two-month history cap is a poor match for longer buying cycles, and the paid plan requires custom pricing and limits. Look elsewhere if you need only basic web analytics or want a fixed paid price before committing.

	Dreamdata	Open Attribution
Free plan	Yes	Yes
Free trial	Yes	No
Paid from	Free	$0.01/mo
Open source	No	No
Platforms	api, Web	Android, iOS, self-hosted
Free plan	Yes	Yes
Data retention	unlimited	—
Multi-touch attribution	—	Yes
Attribution models	—	custom
Revenue attribution	—	Yes

Dreamdata vs Open Attribution

Dreamdata

Open Attribution