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Artificial intelligence (AI). Just saying the words invokes visions of an apocalyptic future teeming with deadly machines like The Terminator or even software like The Matrix's Agent Smith. At least that’s the dystopia the scaremongers are peddling. If the latest hype is anything to go by, AI will not only change life on earth as we know it, it will probably take your job too.

As an editor, content marketer and millennial, it appears my head is on the chopping block. Gartner predicts that by 2018, 20 per cent of business content will be authored by machines, and many are speculating that journalists will cease to exist. Add Elon Musk comparing AI to a demon, and even I’m spooked.

But I won’t pack up my desk just yet. Here’s why.

We’re surrounded by AI

Let’s be honest: this is nothing new. Artificial intelligence, machine learning and automation have been around for quite a while, and we’ve all been targeted by Facebook’s AI-applied targeted advertising and subject to Google AdWords’ AI-powered, automated bidding for years.

Your top picks on Netflix? AI technology fuels its recommendation engine. Apple’s personal assistant, Siri? She’s machine learning to better predict, understand and answer your questions. Google? Depends on AI to rank your search results.

But the machines haven’t taken over yet. Despite it trickling into everyday life, AI is still in its infancy. Instead of conjuring images of alien robots, we should really think of the technology as a baby Bicentennial Man in nappies – waiting for us to teach it.

AI is growing up fast

To be useful for content marketing, AI needs a mammoth amount of fresh, structured data.

Its power lies in its ability to analyse large data sets to reveal patterns and trends. Feed it enough high-quality data and it will be able to predict share prices or a human's lifespan and, in some cases, even write content.

Natural language generation (NLG) is a type of AI software capable of producing coherent, readable text. NLG robo-journalists are already creating basic sports content and corporate earnings reports. But, as smart as it is, NLG isn’t truly independent – it needs very specific data sets and templates before it can write, and it can’t create anything genuinely new.

Still, that doesn’t mean we can’t use the technology. In the realm of content marketing, AI can gather, sort and make sense of oceans of data – something the industry is swimming in.

AI: Spotting trends, making predictions

Ask any marketer and they’ll tell you they’re ‘data driven’.

Sure, we’re data driven. We look at engagement metrics to tell us what’s working, and change things accordingly to make them work better and inform future decisions. But it’s generally retrospective.

A lot of what we do is still based on instinct. We still speak to real people. We still search online to understand what people are asking. We still study search volumes.

What we need is the ability to predict something before it needs to be changed. This is where the opportunity for AI is in content marketing right now.

Exciting stuff for a content marketer working in a media and data intelligence business. We’re already using our own AI to process seven million news items every day, at a rate of 234 stories per second.

With that much data, our software can make strong recommendations about what type of content we should be creating, and for whom. As it evolves (and learns), it should be able to spot trends and patterns early, informing communications strategies and helping businesses to maximise opportunity and minimise risk.

Humans and AI, living together

AI and predictive analytics will help content marketers understand who they should be talking to and what they should be saying, but it’s up to us to create the content.

AI relies on human data and intelligence to function and learn. At least for now, this is where its limitations lie.

Humans are still needed to create original work that connects with its audience at an emotional level. To completely replace a writer or content marketer, AI would need to have an opinion, think abstractly, be curious and show emotion.

So, while your inbox might be full of propaganda alluding to our impending cyberdoom, we’re not there yet.

However, we shouldn’t be naïve, as the way we work is being transformed. To stay in the game, we should spearhead the change rather than hiding in the corner.

I for one welcome working with our new robot overlords, and I urge you all to join me. As the machine said, “Come with me if you want to live.”

Disclaimer: This article was not written by a robot.

​

Paige Richardson, Isentia Strategy & Content

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A weekly tracker tracing the stories, figures and policies driving media and social coverage in the 2026 New Zealand General Election across Online News, TV, Radio, Newspaper, Magazine, X, Facebook, Instagram, TikTok, Threads and Forums. This edition covers conversations and coverage from 8th - 15th October, highlighting what’s shaping the election conversation.

1. Election Conversation

Media = news coverage. Social = all public posts across X, Facebook, Instagram, TikTok, Threads and Forums - everyone posting, not just media outlets.

2. Media Issue of the Week

Green and Te Pāti Māori MPs Draw Criticism Over Meeting With Mongrel Mob Members

Candidates and sitting MPs from the Green Party and Te Pāti Māori attended a meeting with Mongrel Mob members at a gang address. When photographs from the meeting were shared on social media, the response from commentators and rival parties was swift and largely critical.

This was not the week's highest-volume story, accounting for only 112 of 4,479 media items (2.5%, after filtering out unrelated international content) and 116 of 13,938 unique social posts (0.8%, after collapsing retweet/repost duplicates down to one count per message), well below the volume generated by ongoing leaders' debate coverage, which totalled 1,125 media items. Two independent methods nonetheless support treating it as a genuine, separable story: an exact keyword count aligns closely with an unsupervised clustering analysis of the entire media population, which identified it as a distinct 47-item cluster - smaller than general campaign coverage and several specific policy announcements, but clearly distinguishable from them. What sets the story apart is the intensity of the reaction rather than its scale: 72% of social commentary on the topic was negative, the most one-sided sentiment recorded for any subject this week, and the average post attracted roughly 5.7 times the typical level of engagement. Taken together, these figures point to a genuine public reaction concentrated on social platforms, and the episode provides National and ACT with a law-and-order narrative that may continue into coming weeks. It has not been linked to a tracked party policy below, as it reflects a matter of conduct rather than a policy position.

3. What's happening across media and social?

4,479 media items · 13,938 social items · share of each channel's own conversation, so the two bars are directly comparable

"Social" is all public posts across X, Facebook, Instagram, TikTok, Threads and Forums - not just media organisations' own accounts.

The most active commentary this week came from Sean Plunket, the Chris Chang and Tova O'Brien pairing, and John MacDonald.

By follower reach, the most prominent social accounts posting about the election this week were major outlets' own accounts - the New Zealand Herald, 1News, RNZ, Stuff and Radio Tarana - alongside the official Labour Party account. Individual leaders' personal accounts posted actively but with smaller followings than these outlet and party accounts.

The Greens continue to receive disproportionately greater attention on social media relative to traditional news coverage, accounting for 20.4% of social party conversation compared with 14.1% in media coverage - roughly 1.4 times the media share.

Law and order shows a similarly pronounced gap between channels this week, accounting for 10.6% of social conversation compared with 5.3% in the news. This is consistent with the public reaction to the Mongrel Mob meeting, which appears to have generated considerably sharper engagement on social platforms than mainstream coverage volume alone would suggest.

4. Party Share of Conversation

Shown for the four largest parliamentary parties (National, Labour, Greens, NZ First); ACT, Te Pāti Māori and TOP are tracked elsewhere in this report but not included in this chart, so these shares sum to 100% of the four shown, not of all tracked parties. Share of conversation measures attention and mentions only - it is not polling and should not be read as an indication of electoral success.

5. Top candidates this week

Winston Peters leads the rankings this week, a shift driven primarily by a widely circulated moment in the minor-party leaders' debate in which he described diversity as "a weakness rather than a strength" while delivering a pointed critique of the left-leaning bloc. Christopher Luxon and Chris Hipkins follow closely behind as the campaign moves into its final weeks, while David Seymour and Chloe Swarbrick complete the top five, each drawing attention largely through their parties' own policy announcements this week.

6. Election Issues

Top 4 themes this week

What's driving conversation about each party?

Each major party's top-ranked issues this week, by real topic volume in their social conversation (after excluding other parties' names, individual people, and procedural or horse-race chatter), with how that conversation leaned

Volume and sentiment above are based on social media data only.

7. Issues to Watch

• The meeting between Green and Te Pāti Māori representatives and Mongrel Mob members represents a reputational risk for both parties heading into the final weeks of the campaign. Whether National and ACT are able to sustain this as a law-and-order narrative through to the 7 November election is worth monitoring closely.
• Labour's fiscal plan issue recorded the most negative social sentiment of any tracked policy this week, at 55.3% negative, followed by Greens' wealth tax at 53.7% and ACT's fiscal plan at 50.0%. All three touch on tax, spending or fiscal policy specifically, suggesting the fiscal debate is where social sentiment is running most negative across the board this week, rather than any one party facing an isolated problem.
• Social media discussion of the Greens continues to centre on polling performance and tactical voting considerations rather than policy substance. Coalition and tactical-voting framing accounts for 12.7% of their social conversation this week, compared with just 2.2% focused specifically on their wealth tax proposal - a pattern that has now held for three consecutive weeks. Whether that balance shifts as the campaign enters its final stretch would be worth tracking.

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If you want to find out more about how Isentia can help you understand the NZ media landscape, please reach out to us here.

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A weekly tracker tracing the stories, figures and policies driving media and social coverage in the 2026 New Zealand General Election across Online News, TV, Radio, Newspaper, Magazine, X, Facebook, Instagram, TikTok, Threads and Forums. This edition covers conversations and coverage from 1st – 8th October, highlighting what’s shaping the election conversation.

1. Election Conversation

2. Media Issue of the Week

National Proposes Drug Testing and Benefit Cuts for Jobseekers

National announced a five-point welfare policy: random drug testing for JobSeeker recipients (with sanctions for repeat failures), reduced payments for long-term beneficiaries, and a doubled stand-down period for repeatedly leaving jobs without good reason. Labour and the Greens called it "punching down" and "cruel"; ACT proposed going even further; Luxon defended it as "fairness" for taxpayers.

The single largest media cluster this week (183 of 600 sampled items) was generic "campaigning intensifies as election day nears" coverage. This welfare policy, while smaller by volume (29 items), is a genuine flashpoint: a specific, controversial announcement that sharply divided every major party and will likely keep generating reaction into next week.

3. What's happening across media and social?

4,360 media items · 17,277 social items · share of each channel's own conversation, so the two bars are directly comparable

The Greens get more than twice the relative attention on social media as in the news. On social, the Greens are 20.8% of party conversation; in the news, they're 10.3%.

Health is a top-four issue on social but not in the news this week - Infrastructure takes its place in media's top four instead. Social conversation is tilting toward the health system while media coverage stays on economy, cost of living and infrastructure announcements.

4. Party Share of Conversation

Share of conversation measures attention and mentions only - it is not polling and should not be read as an indication of electoral success.

5. Top candidates this week

Luxon and Hipkins remain close at the top as the campaign enters its final stretch. Peters follows, still driven by coalition speculation. Seymour moves up to fourth on the back of ACT's economic-reform push (including floating a higher superannuation age), overtaking Swarbrick, whose fifth-place mentions continue to track the Greens' polling strength.

6. Election Issues

Top 4 themes this week

How are policies landing for each party?

Each major party's most prominent specific policy, and how social conversation reacted to it

Volume and sentiment above are based on social media data only.

7. Issues to Watch

• National's welfare drug-testing policy is a fresh, sharply divisive flashpoint - the "punching down" framing from Labour and the Greens, and ACT signalling it wants to go further still, both point to more reaction next week.
• Labour's capital gains tax remains the week's clearest negative outlier (85.5% negative on social). National's own infrastructure pledge is also net-negative this week (42.3% vs 21.2% positive), despite infrastructure announcements usually landing on safer ground than tax policy. ACT's KiwiSaver policy, by contrast, remains clearly positive (91.3%).
• On social, discussion of the Greens is mostly about polling results and tactical voting rather than their own policy: 14% of their social conversation is coalition/tactical-voting framing (which bloc to "party vote" for), versus just 2% specifically about their wealth tax policy - their polling surge is driving attention more than their platform is.

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If you want to find out more about how Isentia can help you understand the NZ media landscape, please reach out to us here.

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