Don’t be deceived by the tip of the iceberg
Likes, shares, comments and retweets. These social media metrics are often used by marketers to measure the performance of their campaigns or contents. However, this is just the tip of an iceberg. In this whitepaper, Isentia reveals why.
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.
R U OK? is a public health campaign founded in Australia, focusing on creating a world where we’re all connected and protected from suicide. Their mission is to inspire and empower people to meaningfully connect with those in their world and lend support when they are struggling with life.
R U OK? focuses on building the motivation, confidence, and skills of the help-giver—the person who can have a meaningful conversation with someone who is struggling with life. R U OK? encourage four steps to have a meaningful conversation:
R U OK? have a host of free resources to help you ask, ‘are you OK?’ and lend support to the people in your world every day of the year. Because when we genuinely ask, ‘are you OK?’, and are prepared to talk to them about how they’re feeling and what’s going on in their life, we can help someone who might be struggling to feel connected and supported long before they’re in crisis.
The annual R U OK? Day campaign is their National Day of Action, where people are reminded that every day is the day to start a meaningful conversation that could change a life.
To assess their impact and gauge progress towards their goal of behavioural change, R U OK? sought to evaluate the effectiveness of their campaign messaging, ambassadors, and public discourse in their communities. Additionally, they wanted to understand the main narrative in these communities to shape their future campaign themes and strategies.
Through a number of different datasets, Isentia provided the organisation with comprehensive insight into its campaign messaging as well as the volume and quality of media reporting on R U OK? This valuable information was obtained through Isentia’s Media Analysis reports shedding light on common themes, trends, and messages associated with R U OK? through media coverage.
“We know Isentia are trusted friends. We know we can come to the team with any ideas or queries and be provided with a great solution. Our long term partnership has allowed us to go on this journey together, seeing such change in the Australian landscape for health and suicide prevention.
Isentia’s reports have helped us (and continue to) understand the impact of our coverage and the reach of our campaign messaging, and that every day is the day to ask, are you OK?”
Katherine Newton, R U OK? CEO
The analysis revealed the following:
Isentia’s support to R U OK? has helped them measure their campaign impact consistently over time.
Our analysis quantified the success of R U OK? in reducing negative portrayals of suicide and stigma in the media and R U OK? events. With an impressive 87% national brand awareness and a 25% participation rate, it highlights the positive and supportive behaviour that emerges when individuals actively engage in these conversations.
Media coverage, including increased editorial attention, has effectively promoted R U OK?, raising awareness and fostering an important culture around meaningful conversations.
The organisation’s brand mentions, advertising space rate (ASR), and cumulative audience figures have consistently increased each year, also indicating the successful penetration of their messages. The most prominent messages, in terms of volume, emphasise that R U OK? builds awareness of suicide and mental health issues, while the annual campaign day helps to build community capacity to have meaningful conversations with the people in their world.
Our analysis demonstrates the positive changes in the Australian landscape regarding health and suicide prevention. People are more engaged, have a better understanding of their role in suicide prevention, and desire deeper connections. This means genuinely asking, ‘are you OK?’, and knowing how to connect with and support others when they express they are not okay.
Isentia’s data and analysis not only fulfilled their objectives but exceeded their expectations. The reports provided are invaluable, so much so that we are their sole earned media insights provider.
These Media Analysis reports helped the organisation understand the impact of their messaging on their audience. They learned what worked and what didn’t, providing insight for future messaging and their content development strategy. These reports have also served as a valuable tool for reporting to the R U OK? board of directors, funding partners, and government. Providing concrete evidence of the organisation’s campaign impact in the media and success in stimulating community action for suicide prevention.
“Isentia’s Media Analysis reports help us look at the narratives to see where people are at and where we can take them next.”
For more information on how Isentia's data and insights can help your organisation, simply fill out the form below.
" ["post_title"]=> string(65) "How R U OK? harness Isentia Insights for their campaign strategy" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(4) "open" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(35) "how-r-u-ok-harness-isentia-insights" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2024-09-09 02:45:49" ["post_modified_gmt"]=> string(19) "2024-09-09 02:45:49" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(32) "https://www.isentia.com/?p=27946" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" }Challenge R U OK? is a public health campaign founded in Australia, focusing on creating a world where we’re all connected and protected from suicide. Their mission is to inspire and empower people to meaningfully connect with those in their world and lend support when they are struggling with life. R U OK? focuses on […]
The Your Right to Know Campaign was established in response to deteriorating media freedom. It prompted an unprecedented collaboration between competitors including Nine, News Corp, the ABC, SBS, The Guardian and journalists’ union in the Media, Entertainment and Arts Alliance. All in an effort to call for reforms to protect public interest from Australia.
On Monday 21 October, Australian media organisations blacked-out text on print newspapers, instead of showing front-page headlines. The first bold statement instigated by campaign members. As a result, it created a lot of chatter in the media - mentions spiked at 3,042 across across social and traditional media.
Data analysed by Isentia, shows in the week October 21 to October 25 2019 there were a total of 6,242 mentions of "press freedom."
While it was the media who started the campaign on Monday, through the week politicians had 60% share of voice on the topic. Prominent journalists followed with 22.8% and CEOs of media organisations 15.3%.
Despite journalists and media organisations instigating the campaign, politicians dominated the conversations. The top spokespeople discussing the topic for the week period were:
1.Scott Morrison, Australian Prime Minister - 95 mentions
2.Anthony Albanese, Federal Opposition Leader - 38 mentions
3. Barnaby Joyce, Nationals MP - 33 mentions
4.Hugh Marks, CEO Nine Entertainment - 33 mentions
5. Campbell Reid, Senior Journalist, News Corp - 32 mentions
Dominating the discussions, politicians generated negative sentiment around “press freedom”.
Over the past two decades, 75 laws related to secrecy and spying have been passed through parliament. These laws criminalise some practices within journalism and penalise whistleblowers. Government wrongdoings could be hidden and important decisions regarding public information may be concealed. As a result, Australia has been described by the New York Times as the world’s most secretive democracy.
Media organisations are taking action with the ‘Your Right to Know’ campaign. They’re determined to change the government's approach to media freedom so they can provide Australians with essential information. They’re pressing for the introduction of a Media Freedom Act, which they say would be advantageous for national security, press freedom and democracy, and ensure legitimate journalism is not subject to criminal charges.
If you would like to receive unparalleled media insight or to better understand trends in the media, get in touch with us today.
" ["post_title"]=> string(66) "Your Right to Know: Who is leading the Media Freedom conversation?" ["post_excerpt"]=> string(240) "The Your Right to Know Campaign was established in response to deteriorating media freedom. It’s prompted an unprecedented collaboration between competitors. All in an effort to call for reforms to protect public interest from Australia. " ["post_status"]=> string(7) "publish" ["comment_status"]=> string(4) "open" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(27) "your-right-to-know-campaign" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-01-23 05:07:22" ["post_modified_gmt"]=> string(19) "2020-01-23 05:07:22" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(31) "https://www.isentia.com/?p=4160" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" }The Your Right to Know Campaign was established in response to deteriorating media freedom. It’s prompted an unprecedented collaboration between competitors. All in an effort to call for reforms to protect public interest from Australia.
Following our webinar on 5 May, our panelists respond to the questions we didn’t get to on the day.
AI is already shaping your organisation’s reputation — whether you’re managing it or not.
On 5 May, Isentia brought together three leading voices in communications and insights for a conversation about what’s really happening on the ground as AI reshapes the workspace. Catherine Arrow (Executive Director, PR Knowledge Hub), Russ Horell (Isentia APAC’s ex-Chief Revenue Officer) and Ngaire Crawford (Isentia and Vuelio's Executive Director for AI Strategy in PR & Comms) explored how communications leaders are navigating AI conversations with executives and boards, where pressure is increasing across risk, measurement and strategic advisory, how teams are adapting workflows and decision-making in response to AI influence, and where do communicators see the right opportunity.
The session saw many questions popping up from our audiences that we couldn't really address them all. So we went back to our panelists and asked them to respond. Below, Catherine Arrow and Ngaire Crawford share their thoughts on what attendees most wanted to know.
Catherine Arrow is the Executive Director of PR Knowledge Hub, a professional development and training organisation for public relations practitioners. A veteran of the communications industry with deep expertise in strategic counsel, crisis and issues management, and information disorder, Catherine is known for her clear-eyed thinking on the intersection of AI, reputation and organisational responsibility. She is a trusted voice on what AI actually means for practitioners — not in theory, but in practice.
One of the main difficulties is that organisations and their leaders seldom have a clear picture of what they already have at their fingertips when it comes to AI. Many organisations, for example, use the Microsoft suite and may already have access to Copilot, but what can actually be achieved depends on the licences, payments and subscriptions in place. At the same time, leadership teams are influenced, as we all are, by the level of hype that has bubbled to the surface over the last 12 months. Too often, AI is regarded as a passive tool that lives inside a box and as practitioners we have a role to play helping leaders move beyond that limited view. We need to help them understand not only the functional use of particular tools but the bigger picture, to understand the impact AI may have on the organisation’s decision-making, relationships, reputation and licence to operate. The issue is whether the organisation understands the consequences of handing decisions, or the appearance of decisions, to AI in ways that may affect stakeholders, employees, communities of interest and others connected to the organisation’s activities.
So, when I need to tactfully push back or redirect the conversation, my starting point is usually a set of simple questions. What are you trying to achieve with this? How does it align with your organisational outcomes? Is it being applied ethically? Do you understand the consequences? What could it do to your reputation, relationships and ability to maintain your licence to operate?
That approach allows the conversation to move away from the excitement of the new shiny tools and back towards purpose, responsibility and organisational impact. From there, you can begin to workshop the options, discuss the implications, consider the real costs and identify the areas that need attention before AI of any kind is deployed.
Yes, AI picks up social media commentary but it will only pick up what it can access. Generally, that means publicly available commentary or material available through an API connection or approved data source. So, in terms of general digital chatter, yes, AI can identify and interpret some of that activity.
The difficulty is that we have to be careful about what it is actually reading. You can already see this in some AI overviews and AI-generated summaries, where the system may refer to “chatter” or online discussion without always digging deeply enough into whether the original sources are genuine, reliable or themselves AI-generated. So we end up with AI nested inside AI, nested inside AI.
That creates a bigger problem for communication and engagement. People are increasingly using AI to generate and optimise social media content but that is not the same as engaging with people. At the same time, many platform algorithms are designed to reward optimised content. The result is a circular loop where AI feeds AI, which feeds AI again. Human language, judgement and connection get pushed aside.
People can become immune to this kind of content because it does not sound like the way we speak to each other, nor does it reflect the way genuine relationships are built. Then, when conflict or outrage is layered on top, the environment becomes even harder to interpret.
So the short answer is yes, AI can monitor social media commentary. The longer answer is that it often does so in ways that require considerable caution, human judgement and a much deeper understanding of what is being surfaced, amplified and missed.
Personally, I try to maintain credibility by doing my best to remain human. That is probably the best advice I would give to others as well. Use your own intelligence to understand the people and communities you want to engage with. Do not use AI as a barrier between you and them. Use it as a handy tool. Let it help you edit where necessary, test an idea or explore an angle, but do not hand over your voice, judgement or identity. The same applies to imagery. If you are creating images with AI, treat it as a collaboration rather than giving the system an idea and simply running with whatever it gives back. AI-generated imagery carries assumptions and bias, so we must question what is produced and make conscious choices about what we use.
For me, maintaining credibility and authenticity means being yourself and not allowing AI to suffocate your identity. That will become harder to do as digital twins, synthetic voices and other tools make it easier for organisations to use it as a mask. The real challenge is not so much maintaining credibility. It is about maintaining humanity, empathy, kindness and a genuine wish to connect with others beyond the AI-intermediated space.
Different AI systems can reflect, distort or flatten cultural context in several ways and one of the biggest concerns is the continental drift between the major model providers. Many of the systems most widely used are strongly shaped by US language, culture, law, commercial assumptions and social norms. At the same time, Chinese models are being developed within a very different political, linguistic and cultural environment – much better at APAC languages for example. So the question is twofold: whether an AI system is “accurate” and “accurate according to whom, trained on what, governed by which assumptions and optimised for which worldview”?
Training data matters enormously. In the early days of the general release of generative AI, we saw certain words and phrases appear everywhere. “Delve” is one example, and “dive into” is another. These were signals of the linguistic patterns embedded in the data, the training process and the reinforcement layers shaping outputs. When those patterns are repeated at scale, they begin to influence the way people write, speak and frame ideas. Over time, that blunts understanding, with distinctive voices, local idioms and cultural ways of knowing pushed towards a generic machine-mediated style.
There is important work being done by Māori researchers and others on the cultural impact of AI, particularly in relation to language and data sovereignty, indigenous knowledge and the right of communities to determine how their knowledge is represented, protected and used. The research is still developing but the concern is real. AI systems can absorb, repackage and reproduce cultural knowledge without context, consent or accountability. They can also misread or flatten concepts that do not translate neatly into dominant languages or Western knowledge structures.
That is why the homogenisation of culture and language is something we need to understand and contest. In many ways, AI becomes a form of digital colonisation. Knowledge is scraped, curated, classified and reproduced by systems that may have no meaningful relationship with the people, histories or communities from which that knowledge came. In some instances, it risks rewriting history, or at least a narrowing of it, where contested, local or marginalised perspectives are buried beneath the most available, most optimised or most dominant version of events.
So, different AI systems may distort cultural context by privileging dominant languages, simplifying complex meanings, mistranslating concepts, omitting local histories or reproducing the worldview of their developers and training environments. They may flatten culture by making everything sound the same. And that presents a real danger, not only for communication professionals but for society more broadly, because shared understanding, cultural memory and social cohesion all depend on our ability to recognise difference, preserve nuance and respect the knowledge that communities hold for themselves.
The Managing Information Disorder session will stream live on 2nd July. Please register here.
In case you can't make it, you can always signup and access the live recording. As part of the session, you will also receive the Information Disorder Framework and the practical tools that accompany it, designed to help you recognise and respond to misinformation, disinformation, mal-information, narrative attacks, deepfakes and other risks in the current information environment.
If you would like to know more about AI, the AI in Public Relations – What’s New, What’s Next and What Now? session is also available. It is designed to help you get up to speed with the latest developments, understand what they mean for public relations practice and identify what you need to do next.
You can also access some of the resources Catherine mentioned during the webinar, including the Chaos Compendium, which is freely available. It exists to help you think through what is happening now, prepare your organisation for the months ahead and take practical steps to manage the risks, issues and pressures already coming into view.
Ngaire Crawford is Executive Director for AI Strategy, with a mandate spanning both Isentia and Vuelio to ensure the Group’s AI strategy is coherent, credible and commercially effective. A driving force behind Isentia’s insights and measurement capability for a number of years, Ngaire is a well-respected voice across the communications measurement industry — with customers, at industry events, and in the broader conversation about the future of PR and communications. Her curious, thoughtful approach, deep expertise in measurement, and early adopter mindset with AI have helped shape much of what Isentia is building.
If we assume people are already off the first rung and past treating AI as a workflow assistant for drafting and summarising, the more interesting mistakes tend to start after that.
The one I’d put first is assuming this is a more neutral information environment than it actually is. It’s a tempting thing to believe after years of algorithmic outrage, the idea that AI hands everyone a calmer, more balanced version of events is genuinely appealing. But I don’t think the echo chamber disappears with LLMs; it just gets dressed differently. Social platforms built echo chambers by amplifying whatever made you angry. LLMs have a gentler version of the same habit, they’re built to be helpful and agreeable, so if you ask a leading question you’ll often get an answer that politely validates your framing. And the more personalised they get, the more pronounced that becomes. So when you’re thinking about how your audiences are forming views through these tools, what matters isn’t just what the system “says” — it’s who’s doing the asking, how they’re asking, and what the system has already learned about them.
And then a more practical one: getting the order of operations wrong when you build out intelligence capability. The instinct to bring more of this in-house is understandable, but it often gets handed straight to a data or tech team, and however good the pipeline they build, you can end up with something impressive that produces information nobody quite knows how to act on. What’s signal versus noise for this organisation, what’s actually useful to a comms leader — are communications questions, not engineering ones. Sort those out first and the technology tends to slot in behind them; do it the other way round and you usually get the impressive-but-unusable version.
The thing is, “perform” is doing two jobs. There’s visibility (does evidence-rich content get cited more?) and there’s reputation (when you do get cited, is the picture the system paints one you’d actually recognise?) They’re not the same question, and an evidence base does fairly different things for each.
On visibility, it’s, broadly yes. Well-sourced, clearly structured, quotable content does tend to get picked up more, there’s research pointing that way, though honestly it’s mostly from controlled studies and it moves around a lot depending on the topic and the platform. But what’s getting rewarded there is just clarity, good sourcing, consistency, authority. Which is less a shiny new lever and more the basics of communications.
Reputation is where “perform better” can start to lead you astray. Getting cited isn’t the same as being represented well. You can have a flawless evidence base, get pulled into an answer, and still find that answer describes you in a way you’d never have approved because the model’s also leaning on everything everyone else has said about you. You can definitely nudge your visibility, but how you’re represented is downstream of your whole information environment, and that’s a slower, longer term shift.
So yes, a real evidence base matters, but not because it’s a button you press to perform better. It matters because being genuinely worth referencing is what trusted sources cite, and it’s those sources, built up over time, that shape how these systems talk about you. What I’d be wary of is treating an “overt evidence base” as something you manufacture to game your way in.
What comes through clearly in both Catherine’s and Ngaire’s responses is that AI is a shifting set of conditions that communications professionals need to understand, question and actively work within, not just hand over.
The organisations that will navigate this well are not necessarily those with the most sophisticated AI tools. They are the ones asking better questions earlier, about purpose, about accountability, about what it means to remain genuinely credible and human in an environment where both are increasingly easy to fake.
If you missed the webinar or want to revisit it, access the recording here. Watch this space — there’s more to come.
" ["post_title"]=> string(44) "Inside the AI Shift: Your Questions Answered" ["post_excerpt"]=> string(189) "Panelists from Isentia's "Inside the AI Shift" webinar address some of the audiences' unanswered questions on maintaining credibility, AI leadership and evidence-based content performance. " ["post_status"]=> string(7) "publish" ["comment_status"]=> string(4) "open" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(43) "inside-the-ai-shift-your-questions-answered" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2026-06-09 02:26:47" ["post_modified_gmt"]=> string(19) "2026-06-09 02:26:47" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(32) "https://www.isentia.com/?p=48129" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" }Panelists from Isentia’s “Inside the AI Shift” webinar address some of the audiences’ unanswered questions on maintaining credibility, AI leadership and evidence-based content performance.
There is a new frontier where public perception is shaped: Large Language Models. Right now, LLMs are answering critical questions about your organisation. What are they saying? And more importantly, which sources are shaping those answers?
To navigate this landscape, public relations professionals don't need generic tools, but rather technology that speaks their language, and addresses the realities of a changed media and informational landscape.
That is why we're unveiling Lumina AI View, the latest addition to our intelligent suite of AI tools from Isentia. Trained specifically on the workflows and challenges of modern PR & communications, Lumina AI View helps you understand exactly what AI knows about you, and how it learned it.
AI View tracks your citation strength and source quality alongside those of your competitors, giving you a clear view of where you hold authority and where you have gaps.
Lumina AI View maps your AI reputation from the ground up, allowing you to:
Lumina AI View is built on the principle that insights get stronger with repeated measurement. To help you maintain a clear view of your reputation, our proprietary scoring system provides regular updates that show you:
Whether you run it weekly, on-demand, or whenever you need a check-in, patterns will emerge, trends will become clear, and you will build a baseline that makes any sudden narrative changes both comprehensible and the prerequisite to action.
Lumina AI View is part of Lumina AI, a comprehensive suite of AI tools built specifically for communicators. Our Lumina suite evolves traditional media monitoring into narrative intelligence, enabling you to truly understand how perceptions form, evolve, and impact your reputation.
Get in touch to register your interest and see what Lumina AI View can do for you.
" ["post_title"]=> string(66) "Introducing Lumina AI View: AI Visibility Built for PR & Comms" ["post_excerpt"]=> string(158) "Lumina AI View, the latest in Isentia's AI suite, is trained on PR & comms workflows to help you understand what AI knows about you — and how it learned it." ["post_status"]=> string(7) "publish" ["comment_status"]=> string(4) "open" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(59) "introducing-lumina-ai-view-ai-visibility-built-for-pr-comms" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2026-06-04 04:13:37" ["post_modified_gmt"]=> string(19) "2026-06-04 04:13:37" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(32) "https://www.isentia.com/?p=47963" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" }Get in touch or request a demo.