#attribution

Return on ad spend (ROAS) has been the standard metric for evaluating marketing performance, but according to [MarTech](https://martech.org/why-performance-marketing-needs-more-than-roas/), it fails to explain overall growth in a complex digital ecosystem.

Performance marketing is shifting from relying solely on return on ad spend (ROAS) as organizations seek clearer accountability for growth, according to MarTech. ROAS, which measures dollars in versus dollars out, is simple but insufficient in the increasingly complex digital ecosystem, as it focuses on immediate efficiency rather than long-term business outcomes.

High-ROAS campaigns often capture existing demand, such as retargeting users near conversion, but contribute little to incremental...

Return on ad spend (ROAS) has been a standard metric for assessing marketing performance, but according to [MarTech](https://martech.org/why-performance-marketing-needs-more-than-roas/), it fails to explain overall growth in a complex digital ecosystem.

B2B marketers repeatedly describe data as their most valuable asset, investing significantly in tools like marketing automation platforms (MAPs), customer relationship management systems (CRMs), and customer data platforms (CDPs). According to MarTech, despite this investment, the abundance of data from digital campaigns has not clarified decision-making, as reports often feature metrics that improve without explanations of why.

B2B companies use these tools to generate analytics, filling...

B2B marketers view data as a vital asset, comparing it to resources like gold or oil, and invest significantly in tools such as marketing automation platforms (MAPs), customer relationship management systems (CRMs), and customer data platforms (CDPs), according to MarTech.

B2B marketers frequently describe data as their most valuable asset, comparing it to gold or oil, and invest heavily in tools such as marketing automation platforms (MAPs), customer relationship management systems (CRMs), customer data platforms (CDPs), and other martech solutions, according to [MarTech](https://martech.org/b2b-marketers-are-drowning-in-data-but-starving-for-insight/).

B2B marketers repeatedly describe data as their most valuable asset, comparing it to gold or oil, and invest heavily in tools like MAPs, CRMs, CDPs, and various martech solutions that consume a significant portion of their budgets. Despite this investment, reporting now includes analytics from digital campaigns, a shift from past practices where B2B companies advertised in trade publications with limited evidence of benefits, yet more data has not clarified decision-making as marketers fail to...