Blog post
July 12, 2019

Social Media: The Newest Political Battlefield

With the NZ local elections fast approaching, candidates have begun their 2019 campaign through building a social media presence and engaging with their followers. This year’s election is looking to be more interesting than usual as we delve into the effects of social media throughout an election campaign.

October 12, 2019 marks when the local authority elections will take place for city and district councils, regional council and district health boards. As the local authority election turnout has been declining in many areas of New Zealand since the 1980s, the Electoral Commission will be running an enrolment campaign #Vote2019NZ to lift nationwide voter turnout (to greater than 50 per cent) as well as increase people’s engagement with their local council.

With social media now at the forefront of election campaigns and political information being readily available through social networking sites, it has been questioned if:

1. It’s important for candidates to have a social media presence

2. If having a social media strategy matters

3. Whether the usage of social media can be an indicator for predicting election outcomes

Political Environment And Social Media

Social media operates 24/7 and response time expectations are demanding, especially throughout the duration of an election where it’s crucial to monitor what is being said, by whom as well as understanding the sentiment that goes with it.

It is suggested there is a statistically significant relationship between the size of online social networks, voting behaviours and election results. With the recent disparity between political polls internationally and in New Zealand, it has raised questions about the accuracy of polling surveys and whether they should be paid attention at all.

Nowadays, government bodies and agencies view social media engagement as a ‘no choice’ situation and the power of social media allows these government bodies to give responses in real-time. Although Facebook and Twitter are increasingly being used by political parties and candidates in their electoral campaigns, candidates are recommended to start their campaign strategy early to ensure they establish a strong social presence that can be maintained for the duration of the campaign. Having this set up will assist with building rapport and trust with their followers.

Is a high level of online interest and engagement indicative of wider electoral support?

Online social media environments present new challenges and profoundly different experiences. As there is an increasing emphasis on social media being a powerful online marketing channel, it can be much more complex than what is seen on the surface. Each social media channel has their own algorithm, determining how frequent and vast any content gets shared. Most channels design their algorithm in a way to reward extremism to entice the user to stay on the platform and potentially influence the user opinion of a particular topic.  Due to the vast amounts of content and media items available throughout an election campaign, it is important to stay across these conversations as well as monitor media bias with social media monitoring.

Polling And Social Media

It has been said public opinion could be better analysed from social media rather than just opinion polls. Considered to be outdated, opinion polls are conducted by large, successful organisations who are predominantly interested in protecting their reputations, and anxiously anticipate their electoral predictions to resemble their estimates. The head of Strategy at a top Kiwi research firm has acknowledged social media is a more valid way to assess voter habits than the polling surveys conducted by research companies.[1] This is due to the sentiment being measured off observations of conversations across social media which can be significantly different than provided in polling surveys. So, if politicians are consistently looking to appeal to the masses and win points in polls, they run the risk of losing the interest of the key constituents they need to appeal to in order to win their campaign.

Is There A Better Way?

With polling and betting markets missing the mark with several elections, experts are progressively turning to social media to judge voter sentiment on a larger scale. Our Mediaportal can provide coverage of key New Zealand media coverage related to the election campaign and can help determine breaking news and voter sentiment. Being across this data can be beneficial as it has been seen in the recent Australian Federal election, where an unexpected victory from the Coalition contradicted weeks of almost identical opinion polls predicting a Labor win.  Other notable examples of pollsters getting their predictions wrong include Brexit – where opinion polls showed majority of voters in favour of remaining a member of the European Union, and the victory of Donald Trump where the national polling average was in favour of Hillary Clinton by 3.1 per cent[2], Trumps active social media engagement resulted in his election victory.

In the 2017 NZ election, Jacinda Ardern’s age, gender and keen use of social media livened up the election campaign where there has been a long run of politicians considered dull or out of touch with young and female voters. [3] Starting with a strong social media following, Jacindamania was ignited. Adding to this, Jacinda’s confident and mediagenic personality has set her up to be a leader younger voters can relate to and has resulted in her being the most watched New Zealand politician on Twitter during her electoral campaign.[4] She continues to have a strong social presence following as she directly connects with her audience, proving the power of social media.

The Power Of Social Media

The benefits of any social network – real or digital – come from the quality of relationships with members of the network rather than the volume of members within it. As younger generations reach voting ages and social media becomes even more universal, it will be necessary for democratic institutions and practices to revisit and restyle their political communications to tie in with the interests and discourse of contemporary young culture. By analysing the election campaign coverage from multiple angles such as share of voice, media bias, candidate promises and the effectiveness of a campaign strategy it will provide the necessary information required for organisations to make informed decisions about the proposed policies and understand what’s driving the agenda across Councils.


If you would like to keep up to date for the duration of the local election campaign, our daily curated briefing can ensure you’re across all campaign announcements, policy updates and share of voice. If you would like to learn more about the services we can offer, get in touch with our team to discuss your needs.


[1] https://www.nzherald.co.nz/business/news/article.cfm?c_id=3&objectid=12238919

[2] https://indianexpress.com/article/world/world-news/hillary-clinton-leading-donald-trump-by-3-1-percentage-points-polls-average-3731849/

[3] https://www.forbes.com/sites/ralphjennings/2017/09/20/how-one-womans-likes-tweets-and-vibes-threaten-the-ruling-rightists-of-new-zealand/#46694557ca94

[4] https://www.forbes.com/sites/ralphjennings/2017/09/20/how-one-womans-likes-tweets-and-vibes-threaten-the-ruling-rightists-of-new-zealand/#46694557ca94

Share

Similar articles

object(WP_Post)#9104 (24) { ["ID"]=> int(927) ["post_author"]=> string(2) "36" ["post_date"]=> string(19) "2019-06-20 00:18:31" ["post_date_gmt"]=> string(19) "2019-06-20 00:18:31" ["post_content"]=> string(1060) "

Stay on top of the federal election coverage

During an election, the volume of media coverage on political promises and topical debates increases. This can have a positive or negative impact on your organisation.

With our comprehensive federal election briefing, you can monitor and track relevant media data to gain insight into the federal election.

Understand your organisation, your competitors, your industry and the important topics. Understand the media data that shapes each campaign day.

From policy, campaign and program announcements to funding commitments and latest polling figures we can ensure you're kept up to date.

Download your sample below or get in touch with us to today!

" ["post_title"]=> string(38) "Your insight into the federal election" ["post_excerpt"]=> string(404) "During an election, the volume of media coverage on political promises and topical debates increases greatly, which can have a significant impact on your organisation. As such, it’s imperative to monitor and track relevant media data so you can understand who’s saying what about your organisation, your competitors, your industry, and any other topic that’s important to you and your organisation." ["post_status"]=> string(7) "publish" ["comment_status"]=> string(4) "open" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(38) "your-insight-into-the-federal-election" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-01-23 02:55:48" ["post_modified_gmt"]=> string(19) "2020-01-23 02:55:48" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(35) "https://isentia.wpengine.com/?p=927" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" }
Whitepaper
Your insight into the federal election

During an election, the volume of media coverage on political promises and topical debates increases greatly, which can have a significant impact on your organisation. As such, it’s imperative to monitor and track relevant media data so you can understand who’s saying what about your organisation, your competitors, your industry, and any other topic that’s important to you and your organisation.

object(WP_Post)#8883 (24) { ["ID"]=> int(47963) ["post_author"]=> string(2) "75" ["post_date"]=> string(19) "2026-06-03 02:01:58" ["post_date_gmt"]=> string(19) "2026-06-03 02:01:58" ["post_content"]=> string(5651) "

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.

A new standard for AI visibility

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:

  • See which sources matter: When tools such as ChatGPT or Gemini discuss your organisation, which outlets do they cite? Track your source footprint over time and view the impact of key target media on how you’re discussed. We measure your citation strength and source quality alongside those of competitors, giving you a clear view of where you have authority and where you have gaps.
  • Gain industry-specific insight: Your competitors get cited from Financial Times and Bloomberg. You get cited on Reddit. Each brings opportunity – and risk. Discover how you measure up against industry standards, and target the sources that actually influence how AI represents you.
  • Catch narrative shifts early: AI responses change when new sources appear, sentiment shifts, or old controversies resurface. Get alerts when citation patterns change suddenly, before they impact the way you’re perceived by stakeholders.

Measure your progress: From media monitoring to full media intelligence

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:

  • Evolving trends in how sources cite your organisation
  • Competitive standing and benchmark metrics
  • Where models differ in information presented, and sources cited 

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" }
Blog
Introducing Lumina AI View: AI Visibility Built for PR & Comms

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.

object(WP_Post)#11843 (24) { ["ID"]=> int(47943) ["post_author"]=> string(2) "75" ["post_date"]=> string(19) "2026-05-20 04:07:51" ["post_date_gmt"]=> string(19) "2026-05-20 04:07:51" ["post_content"]=> string(13873) "

Why PR and comms teams need to take LLM visibility seriously — and what to do about it

The next time a journalist, investor or potential customer wants to know about your organisation, it’s now increasingly likely they won’t Google you. They'll ask an AI.

They'll type a question into ChatGPT, Claude or Gemini, something like "Who are the leading renewable energy companies in Australia?" or "What's the best PR agency for healthcare in Singapore?" and the AI will give them an answer. The question is whether your own organisation shows up in that answer.

The implications are significant for communications professionals, whether they’re in the agency-side working with clients or in-house managing a brand. The rules of reputation and discovery are being rewritten, and there’s a new kind of playbook that we all need to adapt to. That’s what’s going to take us forward.

The shift no one saw coming, but perhaps should have

For decades, earned media has been the backbone of credibility. A strong piece in a respected outlet signalled trust, authority and relevance. This hasn't particularly changed, but the way that coverage gets used has.

Large language models (LLMs) are trained on vast amounts of publicly available content - news articles, company websites, industry reports, social media, expert commentary. When someone asks an AI a question, it synthesises all of that material into a single answer. If an organisation has a strong, consistent, well-sourced presence across those channels, it is more likely to show up. If it doesn't, it becomes invisible and is absent from the conversation entirely.

Gartner's latest predictions for Chief Communications Officers underline how serious this shift is. They forecast that as LLMs increasingly replace traditional search, PR and earned media budgets will double by 2027. What they say is that this is a communications challenge, one that requires PR expertise to build trust, secure quality coverage, and maintain consistent messaging across stakeholders.

Their research also predicts that by 2029, 45% of CCOs will be using narrative intelligence technologies to monitor reputation amid rising disinformation, a recognition that the old keyword-based approach to media monitoring simply can't keep up with the way stories now form, spread and multiply. 

The AI-generated content loop and why it matters

One of the less obvious risks in this new landscape is what happens when AI starts feeding on itself.

Catherine Arrow, Executive Director of the PR Knowledge Hub, raised this point during Isentia's recent Inside the AI Shift webinar. As she explained, "AI can identify and interpret some publicly available commentary. The difficulty is that we have to be careful about what it is actually reading. You can already see this in AI overviews where the system may refer to online discussion without 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 real problem for anyone in communications. If the content landscape is increasingly populated by AI-generated material which is optimised to be found by algorithms rather than to inform real people, then the signals that LLMs rely on to build their answers become less trustworthy. Human judgement, original thinking and genuine expertise become harder for these systems to find, precisely because they're being drowned out by content that was designed to game them.

Catherine puts it simply, "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."

For PR and comms teams, it's not enough to produce more content. The right content needs to be produced, one that is original, expert-led, and well-placed in the channels and formats that LLMs are most likely to surface.

What this means in practice

So what does it actually look like to build LLM visibility into your communications strategy? It starts with the fundamentals, but applied with new intent:

  • Expert commentary placed in credible publications. 
  • Thought leadership that's genuinely distinctive, not a rehash of what everyone else is saying. 
  • Consistent messaging across channels. 
  • Media coverage that's authoritative enough for an AI system to treat it as a reliable source.

This is where the gap between media monitoring and media intelligence becomes critical. Monitoring tells you what's been said. Intelligence tells you how stories are forming, which perspectives are shaping them, and where your organisation sits within those narratives — including how AI systems are representing you.

Dr Nici Sweaney, Founder and Director of AI Her Way, made this distinction sharply during Isentia's AI as a New Stakeholder webinar. "What will set people apart, and what AI cannot replicate is the human lens. The judgment, the relationships, the institutional knowledge, the strategic read of a room. The organisations that lean into supporting their people to harness these tools, rather than just deploying the tools, will be the ones best placed.”

That's an important framing. The answer to AI disruption is to get clear on what only humans can do and then make sure the tools we’re using actually support that.

Staying credible when the noise is deafening

There's a temptation, when faced with a challenge like this, to throw more content at the problem – more posts, more articles, more releases. But Catherine Arrow points out the risks of that approach.

"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.”

That advice matters just as much for organisations as it does for individuals. Brands that let AI do their thinking, generating bland, interchangeable content at scale, will find themselves blending into the noise rather than cutting through it. The brands that show up in LLM answers will be the ones with a clear, consistent, well-evidenced point of view.

Dr Nici Sweaney reinforced this from the operational side. "Ethical use is not about not using AI. It’s about using it with intention, honesty, and a clear sense of what good looks like on the other side.”
She was also direct about the risks of rushing in, "Don’t add new shiny AI projects on top of already overloaded teams. That creates resentment, not buy-in. Start by solving the problems people already have."

The cultural dimension

There's another layer to this that often gets overlooked and that’s the cultural one.

Catherine Arrow raised important concerns about how different AI systems can distort or flatten cultural context. Many of the most widely used models are shaped by US language, commercial assumptions and social norms. Chinese models operate within a different political and cultural framework. For organisations working across the Asia-Pacific region, it directly affects how the brand, messaging and the market are understood and represented by AI.

"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.”

For communicators operating across diverse markets, this means paying close attention to where content sits, who produced it, and whether the AI systems the audiences are using can actually interpret it with the nuance it deserves.

Where Isentia's platform fits with its new toolkit for AI visibility

This is precisely the challenge that Isentia's Lumina suite was built to address. Lumina is an intelligent suite of AI tools trained on the language, workflows and realities of modern public relations and communications, designed to empower, not replace, the human element of communications strategy.

Isentia's Lumina AI View feature will allow organisations to track how their brand, competitors and key topics are described by leading LLMs, with auditable claims, citations and transparency with regards to the sources. It's the difference between wondering whether AI is getting your story right and actually being able to see for yourself. These aren't generic AI features bolted onto a monitoring tool. They're intelligence systems built for the way communicators actually work.

The bottom line

The communications landscape has shifted. AI isn't just a tool the team might use, it's a stakeholder in its own right, actively shaping how an organisation is discovered, understood and evaluated.

For PR and comms professionals, the priorities are to ensure experts, commentary and evidence are placed widely enough for LLMs to find them and include them in their answers. Intelligence is imperative and required to how narratives are forming across both traditional media and AI platforms. All of this needs to be done without losing the human credibility that makes communications worth paying attention to in the first place.

As Dr Nici Sweaney put it, "The people who get the most from AI aren’t the ones who use the most tools, they’re the ones who understand their work deeply enough to know exactly where AI can add the most leverage."

That's the opportunity. The question is whether we’re set up to take it.


To explore how Isentia's Lumina suite can help your team navigate AI visibility, get in touch or discover Lumina.

" ["post_title"]=> string(51) "If AI can't find you, neither can your stakeholders" ["post_excerpt"]=> string(140) "We explore why LLM visibility should be a priority for PR and comms teams — and why harnessing AI, not just deploying it, is what matters." ["post_status"]=> string(7) "publish" ["comment_status"]=> string(4) "open" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(49) "if-ai-cant-find-you-neither-can-your-stakeholders" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2026-05-20 04:07:57" ["post_modified_gmt"]=> string(19) "2026-05-20 04:07:57" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(32) "https://www.isentia.com/?p=47943" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" }
Blog
If AI can’t find you, neither can your stakeholders

We explore why LLM visibility should be a priority for PR and comms teams — and why harnessing AI, not just deploying it, is what matters.

Ready to get started?

Get in touch or request a demo.