Observed Signal · Jul 31, 2026 · Research Report · Source: https://martech.org/feed/ · Impact: 2/5 · Sentiment: Neutral
AI Speeds Marketing Production While Measurement Lags
A new Knak report finds AI is accelerating marketing production but measurement practices are not keeping pace. Marketers are far more likely to judge email and landing page performance by click-through rates than by revenue or pipeline influenced. Only 29% of surveyed organizations consider themselves advanced AI adopters; that group uses AI agents for coding, compliance checks, and localization, while others mainly use AI for draft copy or image generation. The survey of 333 marketing decision-makers (U.S., U.K., Canada) highlights gaps in workflows, governance, and reporting that prevent teams from tying faster production to business outcomes despite available integrations between marketing automation/CRM systems and opportunity records.
The report highlights measurable gaps between AI-enabled production and business measurement (CTR vs revenue/pipeline), which is relevant to MarTech vendors, marketers, and analytics teams but is not a platform-level policy or industry-shifting development.
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Key Takeaways & Evidence Grounding
- Marketers are 68% more likely to measure email and landing page performance by click-through rate than by revenue or pipeline influenced, according to Knak.
- Only 29% of respondents rated their organizations as advanced AI adopters.
- 69% of respondents measure click-through rates for email and landing page campaigns, while 41% track revenue or pipeline influence.
- The survey included 333 marketing decision-makers in the U.S., U.K., and Canada and ran from April 29 to May 18, 2026.
Connected Companies & Entities
1 Entity mapped“MarTech is owned by Semrush Inc....”
Ontology Mapping & Concepts
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AI Saves Time, Marketers Spend It Fixing Output
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