The term is ‘content shock’. Coined by Mark Shaefer, effectively it means that as we exponentially increase the content we produce, eventually that will intersect with our limited human capacity to consume it.
For us as content consumers (as well as producers), that’s a scary thought. With so much content, how can we wade through millions of articles, comments, tweets and videos to find something of value?
The sheer volume of content raises one major concern – integrity.
In bygone eras, barriers to being a publisher were either based on cost or validity. Now, any individual or organisation with a few spare dollars and hours each month can become a publisher. All this content is vying for the attention of a finite audience.
Brand outlets can shape the news. They can create content which tells a narrative for one purpose or another. The question is, shouldn’t those with accurate and useful content be held in higher esteem? Wouldn’t it be great if there was a way to rank brand and media outlets based on the integrity of their content?
Some organisations have used a Klout score to track and measure the impact of their brand, particularly social media channels. It ranks accounts based on a variety of metrics around influence.
American-based Fohr Card implemented a rating element to its cohort of social media Influencers. The authenticity of the followings of their 15,000 influencers is of great concern to businesses that partner with them.
While both measurements can provide insight into your influence score, this doesn’t represent the quality or value of your content.
Similarly, two-thirds of big businesses have adopted the Net Promoter Score (NPS) to gauge the loyalty of their customers. This is done by a simple question: How likely is it that you would recommend our company/product/service to a friend or colleague?
Spitting out a score between -100 and 100, it gives brands a ranking when it comes to the expected loyalty of their customers. It’s a great metric for understanding how much we’re loved by our customers – but still, not for our content.
To get their content seen in search results or up the top of people’s newsfeeds, brands need to be faster to publish content.
No other stories illustrate this better than in 2015 when a BBC journalist shot out a tweet stating that Queen Elizabeth had died. The reporter had picked up the incorrect information from an internal BBC simulation and had tweeted it out swiftly.
Brands feel the need to command the message and be a big player in the conversation to score their audience’s attention. This haste, however, can have obvious negative impacts on the legitimacy of the message.
While subjectivity is a hard thing to map, media agency Havas estimated that 60 per cent of content created is just “clutter”. That is, content that has little value to its audience, not even taking into account the accuracy – brands publishing and disseminating content for the sake of it.
A content measurement would mean that content appearing in search results, newsfeeds or even content shared via apps or email would have a known level of integrity.
At this stage, there is no metric to help audiences work out which outlets – brand or media – are producing valuable, timely and accurate content. But there should be.
Loren is an experienced marketing professional who translates data and insights using Isentia solutions into trends and research, bringing clients closer to the benefits of audience intelligence. Loren thrives on introducing the groundbreaking ways in which data and insights can help a brand or organisation, enabling them to exceed their strategic objectives and goals.
As communications professionals look toward 2026 planning sessions, one question dominates the conversation - How can we use AI in a safe, scalable, and sustainable way?
Behind this question often lies the hope for an "AI easy button"—a one-click solution for complex measurement challenges. However, as discussed in our recent APAC webinar, the real opportunity lies not in automating old metrics, but in architecting a smarter era of measurement.
Hosted by Russ Horell, Isentia’s Chief Revenue Officer for APAC, the session featured deep dives from two industry leaders who've contributed immensely to research and planning: Ngaire Crawford (Director of Insights, ANZ) and Prashant Saxena (VP of Research and Insights, SEA). Together, they unpacked the transition from using insights and converting them into strategic, measurable storytelling.
Here are the key takeaways from the discussion.
1. From experimentation to transparency
If 2024 and 2025 were the years of "playing in the sandbox," 2026 is set to be the year of transparency.
Ngaire Crawford emphasized that while AI is incredible at summarising data and recognising patterns, it does not automatically generate insight. As we integrate these tools, the focus must shift to methodological integrity—understanding the source data, the structure, and the limitations of the models we use.
"Models are really good pattern finders. But they don't necessarily set what good looks like, or understand the consequences of being wrong. And the antidote to that is always going to be good design." – Ngaire Crawford
2. "More data, better insight" is the misconception
A major misconception remains that feeding AI endless amounts of data will naturally result in better answers. In reality, without the right framework, more data often just creates more noise.
Prashant Saxena warns against the "sameness" that AI can generate. If everyone uses the same models on the same big data sets without specific objectives, they will get similar, generic answers. The role of the insights professional is evolving from descriptive reporting to strategic storytelling—using judgment to break through the "echo chamber" of AI validation.
3. Kill, keep, create: redefining our metrics
The panelists played a game of "keep, kill, create" to determine the future of measurement metrics.
Kill: The panel was unanimous in moving away from vanity metrics. Ngaire called for the end of Cumulative Reach, noting it is a biased metric that offers no context. Prashant agreed, suggesting that AVEs (Advertising Value Equivalents) need to be finally left behind.
Keep:Share of Voice remains useful as a foundational benchmark (a "census" of market presence), provided it is redefined to measure the share of a specific idea or perception rather than just volume
Create: The future lies in Authenticity Metrics. Prashant argued that while reputation is a downstream outcome, authenticity is the upstream outcome that drives it.
"Authenticity is more upstream, as reputation and trust are more downstream... That's an authentic ritual on a day-to-day basis, which leads to reputation." – Prashant Saxena
4. The "home field advantage" for communicators
Despite the technical buzz surrounding AI, the panel argued that communications professionals hold a distinct advantage. "Prompt engineering" is, at its core, a language and communication skill.
The future doesn't necessarily belong to the most technical users, but to the most articulate—those who can clearly define an outcome, ask the right questions, and deconstruct language to get the best result from a model.
Trust your judgment
As we move into 2026, the advice from our experts is to not let AI replace your strategic point of view.
Have an opinion: Don't wait for metrics to be imposed on you. Go into conversations knowing what you want to measure and why.
Pause before you prompt: As Prashant advised, "Paper before a chatbot.". Define your strategy and objectives on paper, using your human experience and judgment, before turning to AI to execute the work.
By combining the speed of AI with the nuance of human strategy, communicators can finally build the sophisticated measurement systems they have always wanted.
Interested in viewing the whole recording? Watch our webinar here.
Alternatively, contact our team to learn more insights into meaningful measurement, KPIs and communicating using the right dataset.
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Blog
Key takeaways from the Future of Measurement webinar
Our recent webinar explores what the future of measurement in 2026 looks like and what brands must do to scale in this AI era.
The media landscape is accelerating. In an era where influence is ephemeral and every angle demands instant comprehension, PR and communications professionals require more than generic technology—they need intelligence engineered for their specific challenges.
Isentia is proud to introduce Lumina, a groundbreaking suite of intelligent AI tools. Lumina has been trained from the ground up on the complex workflows and realities of modern communications and public affairs. It is explicitly designed to shift professionals from passive media monitoring back into the role of strategic leaders and pacesetters.
“The PR, Comms and Public Affairs sectors have been experimenting with AI, but most tools have not been built with their real challenges in mind.” said Joanna Arnold, CEO of Pulsar Group.
“Lumina is different; it is the first intelligence suite designed around how narratives actually form today, combining human credibility signals with machine-level analysis. It helps teams understand how stories evolve, filter out noise and respond with context and confidence to crises and opportunities.”
Setting a new standard for PR intelligence
Lumina is centered on empowering, not replacing, the human element of communications strategy. This suite is purpose-built to help PR, Comms, and Public Affairs professionals significantly improve productivity, enhance message clarity, and facilitate early risk detection.
Lumina enables communicators to:
Understand & Interpret: Move beyond basic alerts to strategically map the trajectory and spread of narrative evolution.
Focus & Personalise: Achieve the clarity necessary to execute strategic action before critical moments pass.
We are launching the Lumina suite by making our first module immediately available: Stories & Perspectives.
In the current fragmented, multi-channel media environment, communications professionals need to be able to instantly perceive not just how a story is growing, but also how it is being perceived across different stakeholder groups.
Stories & Perspectives organizes raw media mentions into clustered, cohesive Stories, and the Perspectives that exist within each, reflecting distinct media, audience, and public affairs angles. This unique functionality allows users to:
Rise above the noise: Instantly identify which high-level topics are gaining momentum or fading from attention.
Get to the detail, fast: Uncover the influential voices, niche communities, and specific channels actively shaping the narrative.
Catch the pivot point: Precisely identify the moment a story shifts—from a strategic opportunity to a reputation risk—or when a new key opinion former begins guiding the conversation.
"Media isn’t a stream of mentions," said Kyle Lindsay, Head of Product at Pulsar Group. "But rather a living system of stories shaped by competing perspectives. When you can see those structures clearly, you gain the ability to understand issues as they form, anticipate how they’ll evolve, and act with precision. That’s what we mean when we talk about AI built for communicators, and that's what an off-the-shelf LLM can't give you."
The Lumina Roadmap: AI tools for the future of comms
The launch of Stories & Perspectives is the first release of many. Over the upcoming months, we will systematically roll out the full Lumina roadmap, introducing a comprehensive set of AI tools engineered to handle every phase of the communications lifecycle.
The full Lumina suite will soon incorporate:
Curated media summaries: AI-driven daily summaries customized specifically to the priorities of senior leadership, highlighting only the most relevant stories.
Reputation analysis: Advanced measurement tracking how critical themes like ethics, innovation, and leadership are statistically shaping corporate perception.
Press release & media relations assistant: Tools designed to accelerate content creation and craft hyper-focused, personalized pitches that reach the precise contacts faster.
Predictive intelligence layer: Technology engineered to track and anticipate story momentum and strategic change before the window of opportunity closes.
Intelligent agents: Background agents continuously scanning all media channels for emerging key spokespeople and previously undetected reputation risks.
Enhanced audio, broadcast & crisis detection: Complete, real-time oversight of all channels—including audio and broadcast—enabling rapid context building and optimal crisis response delivery.
Want to harness the power of Lumina AI for your PR, Comms, or Public Affairs team? .
Complete the form below to register your interest.
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Blog
Announcing Lumina: The purpose-built AI suite for PR, Comms, and Public Affairs
An intelligent suite of AI tools trained on the language, workflows, and realities of modern public relations and communications.
