Everyone Knows Better Measurement Matters. So Why Aren't They Doing It?

Most communications teams know their measurement isn't good enough, they just don't have the infrastructure to fix it. Traditional tools track mentions, clicks, and share of voice. They don't track what ChatGPT says about your brand, or whether Gemini is describing you with three-year-old positioning. That's the real measurement gap: not between awareness and action, but between yesterday's metrics and today's reality.

Sixty-five percent of communications professionals know they should be using comprehensive metrics to measure their work. Only thirty-five percent actually are. Those numbers come from Hotwire's State of Data & Analytics Maturity Report, and they don't surprise us. We see this gap every week at Five Blocks.

The gap isn't awareness. It's infrastructure. PR teams understand that better measurement matters. They've heard from every vendor in the space that metrics drive decisions, that data beats intuition, that you can't scale what you don't measure. They believe it. But believing something and having the infrastructure to act on it are two very different things.

Traditional measurement tools weren't built for the questions teams need to answer now. Your media monitoring dashboard tells you how many mentions you got. It tells you who covered you and where. But it doesn't answer the question that keeps marketing leaders awake at night: How does our brand actually appear when people ask an AI?

We track eight LLMs through our AIQ platform — ChatGPT, Gemini, Copilot, Grok, Perplexity, Claude, AI Overview, and AI Mode. When we run a first audit for a new client, the reaction is almost always the same: 'We had no idea it said that.' Not angry. Not defensive. Just genuinely surprised that their brand, their messaging, their narrative exists in an entirely different form in AI than it does in traditional media.

Here's a real example. A financial services client came to us confident their reputation was strong. The coverage was positive. Their competitors were barely visible in the press. But when we ran their first AIQ audit, the AI narrative told a different story. ChatGPT was still leading with a regulatory issue from 2019 that the client had long since resolved. Gemini described them using positioning language from three years ago, before a major strategic shift. Their competitor — the one with half their media volume — was being described more favorably and more accurately across every model we tracked. The press clippings said they were winning. The AI narrative said otherwise.

This is the measurement gap. Not between awareness and action. Between yesterday's metrics and today's reality.

The Metrics Are Moving Faster Than the Tools

What mattered in 2023 still shows up in every PR report: clicks, impressions, referral traffic, share of voice. These metrics made sense when your audience found you through traditional channels. Search, media coverage, brand awareness — the flow was linear. Someone read about you in the Wall Street Journal. They clicked the link. They became a prospect. You could measure the journey.

That flow doesn't exist anymore. Or rather, it exists alongside a completely different flow. Someone asks ChatGPT about your category. ChatGPT cites your competitor. They go there instead of you. No click. No referral traffic. No mention in your media monitoring tool. But you've lost the conversation entirely.

Most teams are still measuring yesterday's KPIs. Not because they're lazy or resistant to change. Because the infrastructure for tomorrow's metrics didn't exist until very recently. You can't measure what you don't have tools to see.

Data and Experience Aren't Opposites

Hotwire's report includes an interesting finding: eighty-nine percent of respondents are blending experience with data, while only eleven percent are data-foundational. It's presented as a gap. But I'd argue it's exactly where you should be. Experience matters. Intuition built over decades has real value. The veteran communicator who can read a room, sense where a story will land, predict how journalists will react — that skill is irreplaceable.

But here's what happens when you don't have the infrastructure to validate what you know: you can't prove it. You can't scale it. You can't act on it fast enough. Your instinct tells you that a particular narrative isn't landing the way it should. Your gut says something is off. But without the data infrastructure to measure it, you can't move faster than the organization will let you. You're trapped explaining yourself instead of acting.

The Teams That Will Lead in 2026

The teams that will lead in 2026 aren't abandoning experience for data. They're using data to act on their insights before competitors notice the shift has happened. They're building infrastructure — starting with the main areas powering corporate reputation including: Wikipedia, Google search, Earned Media/News, AI, and Social Networks. They're measuring not just mentions, but narrative. Not just volume, but positioning. Not just what journalists say, but how AI models describe and represent organizations, and how reputation surfaces across the platforms where their audience actually makes decisions.

Sixty-five percent of communications professionals know they should be using better metrics. Thirty-five percent have the infrastructure to do it. Where's your team?

The measurement gap is real. But it's closable — if you have the right tools to see it.

AIQ tracks how eight major LLMs describe your brand, your executives, and your positioning — and shows you how that compares to competitors. Book a demo to see what your AI narrative looks like today.