In boardrooms and client meetings across the industry, PR professionals are presenting measurement dashboards filled with impressive numbers – yet nearly half feel only “somewhat confident” in the metrics they’re sharing. In this two-part series, we will cover Muck Rack’s 2025 State of PR Measurement report revealing this concerning paradox at the heart of the industry as we begin 2026: While 81% of PR teams actively measure their work, a troubling gap exists between what they track and what they trust.

This comprehensive study examines how measurement practices are evolving in response to AI innovations while uncovering persistent challenges around proving business impact and navigating the tension between what’s easy to measure and what actually matters.

The Universal Commitment to Measurement

Measurement has become almost universal in PR. This near-total adoption reflects how deeply embedded measurement has become in modern communications practice with half of PR professionals describing it as “extremely important” and another 32% calling it “very important.”

The primary driver behind this measurement imperative is clear: 90% of PR pros report results to demonstrate their impact to leadership or clients.

Additionally, 65% use measurement data to inform and adjust their strategic focus, while 60% track performance to establish internal benchmarks. Despite this widespread commitment, most teams keep measurement efficient with 90% spending less than four hours per week on tracking and reporting activities.

The Metrics That Dominate and Disappoint

The gap between what PR teams measure and what they trust reveals a troubling disconnect. Stories placed remains the most tracked metric at 86%, followed closely by reach and impressions at 79%. Yet when asked which metrics most accurately reflect their efforts, the confidence drops significantly – only 69% believe stories placed truly captures their work, and just 49% trust reach and impressions despite nearly 80% using them. This suggests PR professionals are caught in a cycle of tracking what’s readily available rather than what’s most meaningful. On average, teams monitor five different metrics, but the reliance on traditional vanity metrics persists even as professionals question their accuracy. More strategic indicators like key message pull-through, cited by only 40% as currently tracked, actually rank higher in perceived accuracy at 41% – suggesting that when teams invest in more sophisticated measurement, they find it more valuable.

The Framework Gap

Perhaps most striking is that 61% of PR professionals don’t follow any formal measurement framework, despite the industry’s decades-long push toward standardization through guidelines like the Barcelona Principles and AMEC’s Integrated Evaluation Framework. Only 7% adhere to the Barcelona Principles, while just 4% use AMEC’s framework.

This absence of structured approaches may explain why connecting PR metrics to business goals remains PR professionals’ top challenge. While 75% of PR pros say their measurement efforts are at least somewhat tied to broader business key performance indicators like sales, brand awareness or talent recruitment, only 20% describe that connection as very close. The reality is that most teams are measuring in isolation, using proprietary or ad-hoc approaches that make it difficult to demonstrate clear business value or benchmark against industry standards.

AI’s Emerging Role in Measurement

The measurement landscape is on the cusp of transformation through artificial intelligence, with 93% of PR professionals expecting AI to impact PR measurement within two years. Currently, only 28% are using AI-powered tools for measurement, but an additional 16% plan to adopt them within the next year, signaling rapid growth ahead.

PR teams see broad potential for AI across measurement functions. Leading the way, 64% identify AI search visibility and large language model monitoring as having the most potential for enhancing measurement – an acknowledgment that as audiences increasingly turn to ChatGPT, Perplexity and Gemini for information, brands need to understand their presence in AI-generated answers. This practice, known as tracking generative engine optimization efforts through LLM visibility, represents a fundamental shift in how PR impact is measured. Currently, 63% see automation potential, 55% point to coverage categorization capabilities, and 45% anticipate value from predictive analytics.

However, adoption comes with significant concerns. Three-quarters of PR professionals cite accuracy of results as their biggest worry about AI measurement tools, followed by ethical risks like bias and misinformation at 55%. About one-third worry about transparency in how AI works, proving ROI to stakeholders or lacking adequate tools and resources to implement AI measurement effectively.

The Rise of LLM Visibility as a New Metric

One of the most significant developments is the emergence of LLM visibility as a measurement priority. While only 12% currently track this metric and just 16% find it most accurate for measuring their efforts, the forward-looking indicators tell a different story. A striking 78% of PR pros say tracking whether their brand, executives or clients are mentioned in AI-generated answers is important to their work.

The measurement-action gap here is notable: while 61% are either currently tracking or planning to track their brand’s visibility in AI tools, that still leaves a significant portion of teams who recognize the importance but haven’t yet implemented tracking. Looking ahead, 67% of PR professionals believe LLM visibility will become a standard metric within the next two to three years, with only 5% considering this unlikely. This convergence of recognition and expectation suggests that understanding brand presence in AI-generated content will soon be as fundamental as tracking traditional media placements.

The Confidence Crisis

Despite investing significant time and resources in measurement, PR professionals remain only moderately confident in what they’re reporting. Just 44% describe themselves as somewhat confident in their metrics when presenting to stakeholders, while 36% feel very confident and only 7% extremely confident. This tepid confidence level suggests that even as teams measure more extensively, they’re uncertain whether they’re capturing the metrics that truly matter or telling the right story about their impact.

This confidence gap becomes even more problematic when considering that 46% of PR teams say their budgets are directly impacted by their ability to reach goals. When measurement doesn’t inspire confidence yet directly affects resources, the stakes for getting it right become critical. The challenge is compounded by the fact that 39% of PR professionals cite journalist engagement as the biggest factor impacting their ability to reach goals – an element that’s notoriously difficult to measure comprehensively.

The Tools That Enable – and Limit – Measurement

Media monitoring platforms remain the foundation of PR measurement, used by 85% of professionals, while 66% rely on analytics and reporting tools. Adoption of AI-powered analytics tools stands at just 15%, though this is likely to grow as the technology matures and concerns about accuracy diminish.

The allocation of measurement responsibilities varies widely across teams. About 31% say the entire team collaborates equally on measurement and reporting while 26% assign the task to a coordinator or specialist. This distributed approach reflects both the democratization of measurement tools and the complexity of modern PR tracking, which often requires technical expertise, strategic thinking and cross-functional coordination.

The Marketing-PR Alignment Challenge

How PR teams coordinate their measurement with marketing reveals another layer of complexity. While 31% integrate PR metrics directly into marketing reports and another 31% share reports for alignment, a significant 27% handle reporting separately with no coordination at all. This siloed approach makes it difficult to present a unified narrative about communications impact and may explain why linking PR to business goals remains such a persistent challenge.

Only 21% of PR pros say they’re part of the same team as marketing, suggesting that organizational structures continue to separate functions that increasingly need to work in concert. The 19% who hold joint meetings to discuss combined metrics represent a best practice, but they remain a minority, indicating significant room for improvement in how communications teams collaborate on measurement.

The measurement crisis in PR isn’t about a lack of data, it’s about data not aligning properly with business development goals. As teams track more metrics yet trust them less, the path forward requires a fundamental shift from measuring what’s easy to measuring what matters. The emergence of LLM visibility and AI-powered analytics offers an opportunity to reset measurement practices, but only if the industry addresses the underlying issues: the absence of standardized frameworks, the disconnect between PR metrics and business outcomes, and the persistent organizational silos that prevent unified storytelling. The confidence gap won’t close until the industry commits to tracking metrics that genuinely reflect business value, even when those metrics are harder to capture.

Check out part two of this series here to learn more about next steps for measurement moving forward.

Brianna Loewke is a Washington, D.C.-based account executive at Poston Communications.