Observed Signal · Sep 16, 2026 · Perspective / Opinion · Source: https://martech.org/feed/ · Impact: 3/5 · Sentiment: Neutral
Companies Misalign AI Measurement with Customer Value
An opinion piece argues that most companies are measuring AI against internal productivity goals rather than customer value. Epsilon's 2026 benchmark study of 257 marketing decision-makers found 71% use AI for productivity, yet 46% measure its impact by revenue. The article highlights a perception gap between C-level and senior managers regarding AI maturity and value. It also cites data on AI's growing influence in search and retail traffic. The author suggests focusing on customer-centric outcomes and warns against treating AI as a strategy substitute. The piece includes insights from Gartner, Adobe, and Forrester on AI's effects.
Provides industry perspective on AI measurement, backed by Epsilon and Forrester research, highlighting a misalignment relevant to MarTech strategy.
Key Takeaways & Evidence Grounding
- Epsilon's 2026 benchmark study of 257 marketing decision-makers found 71% primarily use AI for productivity, but 46% measure AI performance by revenue.
- Epsilon found 67% of C-level marketers rate their organization as extremely mature in AI, versus 33% of senior managers.
- Adobe found AI referral traffic to U.S. retail sites grew 693% year-over-year during the 2025 holiday season, converting 31% better than non-AI traffic.
- Gartner projected traditional search traffic will drop 25% by 2026 due to AI chatbots.
- Forrester research indicates firms with high AI use report productivity gains but cost savings of under 10% and revenue gains of under 5%.
Connected Companies & Entities
5 Entities mappedEpsilon
Identity-driven adtech and martech platform for enterprises.
“New research from Epsilon and Forrester shows that most companies are approaching AI integration the wrong way without realizing it....”
Forrester
Enterprise research, advisory and benchmarking subscriptions for business leaders.
“New research from Epsilon and Forrester shows that most companies are approaching AI integration the wrong way without realizing it....”
Adobe
Creative, document and experience software for professionals and enterprises.
“Adobe found AI referral traffic to U.S. retail sites grew 693% year-over-year during the 2025 holiday season....”
Menlo Ventures
Early-stage venture capital firm investing heavily in AI startups.
“Menlo Ventures found 76% of AI use cases are already being purchased rather than built....”
Gartner
Research and advisory firm for enterprise technology and business leaders.
“Gartner projected traditional search traffic will drop 25% by 2026 as AI absorbs product queries....”
Ontology Mapping & Concepts
Track Real-Time Market Signals & Shifts
Set up custom watchlists to receive automated, evidence-grounded executive digests whenever material signals or shifts occur across your tracked landscape.