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Same Election. Same Policies. Different Voters. Different AI Answers.
The Hidden Coverage Gap in New Zealands AI Election New CiteCompass research reveals potentially significant gaps in how AI presents political-party policies to different groups of New Zealand voters, raising questions about how much of the electorate can readily discover relevant policy information. Political parties publish policies to explain how they intend to address the…
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Meet the Research Team Behind the CiteCompass NZ Election 2026 AI Visibility Study
The People Exploring How Generative AI Is Changing Election Information Discovery When New Zealanders ask ChatGPT, Gemini or Perplexity about election policies, what information do these AI systems surface? Which sources do they cite? And how does that information change as the election approaches? These are the questions driving the CiteCompass NZ Election 2026 AI…
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NZ Election 2026: Stuff Puts CiteCompass AI Visibility Research in the Spotlight
As New Zealand prepares for its first general election in the age of generative AI, independent media coverage is drawing attention to a critical question: how well are political parties represented when voters turn to AI for answers? On 7 October 2026, Stuff journalist Finn Hogan published an in-depth analysis titled The first AI election…
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The Content Arms Race: Avoiding Shortlist Exclusion without AI Slop
Author Perspective “Many marketing leaders I talk to are caught in a predicament, there is immense downward pressure from executives to prove ROI for their initiatives. With the explosion of AI tools, content has never been cheaper to produce, so naturally business leadership expects more of it. In addition AI search has never mattered more…
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From Project to Practice: Turn AEO Into a Recurring Retainer
Author Introduction “Partnerships taught me that the real value is never the first deal – it is the relationship that follows. AI visibility works the same way. Models update, competitors move, and content goes stale, which makes maintenance the mandate. This article shows how one successful project becomes a recurring practice, and why clients will…
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Content Writers First 60 Days as an AEO Visibility Strategist
Author Introduction “Every transformation programme I have led lived or died on the first sixty days. Strategy earns trust only when it is delivered in a clear sequence. Your first AI visibility engagement is no different – baseline, audit, rebuild, prove. This article gives you that sequence, so you can deliver with confidence rather than…
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What Content Writers need to Look for When Choosing an AI Search Tool
Introduction “In two decades of evaluating technology partnerships, I learned one rule: the wrong tool costs more than no tool. AI visibility platforms are multiplying fast, and most only count brand mentions. Before you commit to any approach, you need criteria that separate commercial insight from vanity dashboards. That is exactly what this article sets…
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Building a Business Case for AEO Content
Author Introduction “I have spent my career building business cases for boards that only fund what they can measure. Content Writers face the same test now. For content writers the value of your work is shifting from words produced to influence inside AI answers – and that influence can be quantified, priced and defended. This…
CiteCompass AEO Blog
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Recent Posts
- Same Election. Same Policies. Different Voters. Different AI Answers.
- Meet the Research Team Behind the CiteCompass NZ Election 2026 AI Visibility Study
- NZ Election 2026: Stuff Puts CiteCompass AI Visibility Research in the Spotlight
- The Content Arms Race: Avoiding Shortlist Exclusion without AI Slop
- From Project to Practice: Turn AEO Into a Recurring Retainer
- Content Writers First 60 Days as an AEO Visibility Strategist
- What Content Writers need to Look for When Choosing an AI Search Tool
- Building a Business Case for AEO Content
- Why Your Best Content Stopped Performing
