Observed Signal · Jul 9, 2026 · Industry Analysis / Opinion · Source: https://martech.org/feed/ · Impact: 2/5 · Sentiment: Negative
Rising CAC Linked to Neglected Confidence Gap
The article argues that rising B2B customer acquisition costs (CAC) are not matched by improvements in deal volume, velocity, or size because go‑to‑market (GTM) teams conflate three distinct buyer conditions—awareness, confidence, and trust—into one. It claims most GTM efforts over-invest in awareness and trust while systematically neglecting confidence, which the author describes as the epistemic bridge buyers use to assess claims before extending relational trust. The piece draws on behavioral and causal literature (Kahneman, Mayer/Davis/Schoorman, Pearl) to show that skipping confidence lengthens sales cycles, increases discounting and reference requests, and raises CAC without improving outcomes.
Provides a strategic diagnosis (neglected confidence) relevant to B2B GTM and demand generation; useful for marketing leaders but does not announce platform, policy, or product changes.
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Key Takeaways & Evidence Grounding
- Customer acquisition cost (CAC) is rising across virtually every B2B category.
- The article identifies three distinct buyer conditions—awareness, confidence, and trust—and asserts a causal order: Awareness → Confidence → Trust.
- The author argues GTM practices have optimized awareness and invested in trust programs while systematically neglecting confidence, producing longer sales cycles, more discounts, and higher CAC.
- The article cites behavioral and analytic frameworks (Daniel Kahneman's work on judgment, the Mayer‑Davis‑Schoorman organizational trust model, and Judea Pearl's causal inference) to support its diagnosis.
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Bad Data Breaks B2B Go-To-Market Engine
The article explains how poor data quality in B2B marketing creates misleading ‘high-intent’ signals that distort pipelines, damage sales execution, and erode cross-functional trust. Outdated records, failed lead-to-account mapping, inflated intent spikes from bots/crawlers, and buyers moving to hard-to-track channels (LLMs, Slack, private groups, events, dark social) contribute to missed opportunities and inaccurate forecasts. The piece argues incremental fixes to legacy intent systems are insufficient and advocates redesigning the go-to-market (GTM) architecture around "agentic" intelligence: autonomous AI layers that synthesize buyer-level, cross-platform signals to deliver validated, actionable outreach for marketing and sales. The article frames agentic marketing as a path to restore trust and alignment across GTM functions and signals a follow-up installment on implementation details.
Attribution Limits B2B Growth, Urges Broader Investment
Chris Bagnall, CEO & Founder of Transmission, argues that an overreliance on tidy attribution metrics (especially last-click) constrains B2B marketing growth by diverting budget toward immediately measurable touchpoints and away from brand, community, and creator work that drives future demand. The piece cites research from Gartner, Forrester, McKinsey and Brand Finance to show most of the B2B buying journey occurs out of view of dashboards and involves multiple decision-influencers. Bagnall recommends broader measurement — including account-based attribution platforms (e.g., Dreamdata), incrementality/holdout tests, marketing-mix modelling, brand tracking, and self-reported attribution — and argues businesses should fund activities they cannot fully trace.
Hidden Forces Shaping B2B Buying Decisions
The article argues that B2B buying is not purely rational and is heavily shaped by organizational and personal forces often ignored by sales and marketing. It introduces the concept of the "hidden buyer journey" — the internal organizational path that determines outcomes — and lists influences such as politics, fear, timing, precedent, corporate culture and competing priorities. The piece stresses that buyers present a work persona distinct from their personal identity and highlights behavioral profiling (DISC profiling, now described as enhanced with AI) as a useful framework. Based on nearly a decade of cross‑industry research, the author recommends that go‑to‑market teams map the invisible organizational context and behavioral styles to improve decision velocity and win rates. The article was published on MarTech on 2026-07-06 and authored by Scott Gillum, Founder & CEO of Carbon Design.
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