Observed Signal · Aug 21, 2026 · Research Report · Source: https://martech.org/feed/ · Impact: 3/5 · Sentiment: Neutral

B2B Marketers Lack Trust in Measurement Data

Executive Signal Summary

A new 10Fold study of 400 marketing and communications professionals across the U.S., U.K., France and Germany finds less than half (49%) are very confident in the accuracy and completeness of the data that informs B2B marketing budgets. Measurement still heavily influences budgeting across channels (e.g., paid social, paid media, owned content), but teams struggle to integrate data: only 35% have fully integrated reporting and 37% still use manual spreadsheets. The study also finds growing executive attention to downstream business outcomes and emerging AI-related metrics such as AI visibility and LLM citation tracking, though connecting those signals to revenue remains difficult.

Polaris7 AgentPolaris7 Strategic Assessment
High Confidence

Study highlights widespread measurement gaps, limited data integration, and the rise of AI-related metrics — issues that affect MarTech tool demand, attribution practices, and budget allocation decisions across B2B marketing.

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Key Takeaways & Evidence Grounding

  • Only 49% of respondents are very confident in the accuracy and completeness of their measurement data.
  • The study surveyed 400 people responsible for marketing and communications in the U.S., U.K., France, and Germany.
  • Measurement influences strategy or budgets for 88% of respondents in paid social, 87% in paid media and digital, and 85% in owned content.
  • Only 35% of respondents have fully integrated reporting across earned media, paid social, content, and digital channels; 37% still use manual spreadsheets.
  • 54% measure AI search visibility or brand citations in AI-generated content; 42% track the number of LLM prompts citing their brand’s media coverage.

Connected Companies & Entities

1 Entity mapped

“MarTech is owned by Semrush Inc., and the page notes the company ownership and includes Semrush product links....”

Primary Source Grounding & Direct Attribution
Direct Origin Attribution
Primary Reporting: https://martech.org/feed/•Published: Aug 21, 2026
Original Coverage Title: “B2B marketers don’t trust the data used to shape budgets”

Related Market Signals & Shifts

Recent verified developments and strategic activity across this market segment.

Measurement & AnalyticsJul 15, 2026

Marketers Lose Trust in Measurement Amid Conflicting Signals

Industry figures Zach Epstein (founder of Haus) and Jon Humphrey (GM of Rokt Ads) tell The Drum that marketing measurement is failing because multiple platforms send overlapping data and claim credit for the same conversions. They argue that more data has produced conflicting signals, outdated budget inputs, and attribution that often reflects correlation rather than causation. The pair promote focusing on higher-quality, intent-confirmed environments (the 'Transaction Moment'), continuous incrementality testing and counterfactuals, and independent, causal data as prerequisites for trustworthy AI-driven marketing decisions. Haus claims its platform provides real-time signatures of incremental events to reduce insight-to-action lag.

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Measurement & AnalyticsJun 5, 2026

Report: Marketing Measurement Fails Amid Fragmentation

Bitly’s "The Marketing Visibility Report" (surveying more than 250 marketing professionals) finds that marketing measurement is increasingly fragmented: the average team uses six measurement tools but only 18% have a clear view of what works. Organic social is the most-used channel (72%) yet is also where visibility gaps are largest, followed by landing pages, paid social, search, and email. The report highlights that channel-specific metrics and disconnected tools prevent marketers from tying activity to business outcomes. Emerging phenomena — AI-generated answers, zero-click behavior, private sharing and "dark-funnel" activity — are creating more untracked interactions, while AI-driven campaign acceleration increases the volume of signals that teams must reconcile.

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Measurement & AnalyticsSep 28, 2026

AI Deepens Marketing's Measurement Paradox, Kantar Finds

At The Drum Live, measurement experts discussed a paradox: marketers have more data than ever, yet confidence in using it is declining. Kantar previewed research showing declining confidence among 800 senior marketers globally, accelerating over the past year. AI is both a contributor and potential solution, but panelists warned that AI only works as well as the data it's fed. Fragmentation and self-serving platform metrics exacerbate distrust. The consensus favors incrementality and outcome-based measurement over last-touch attribution and surface metrics. Organizational alignment on success definitions is critical. The shift also highlights the short-term vs. long-term balance, with confidence in this balance dropped from 60% to 50% in a year. Preparing measurement systems with proper data taxonomy and C-suite ownership is essential for AI readiness.

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