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AI Search & Visibility Insights
A collection of articles exploring how AI-powered search systems like ChatGPT, Gemini, and Google AI Overviews decide which brands to mention, cite, and recommend.
These posts explain AI Search Optimisation, entity-based visibility, and content structure, helping businesses move beyond rankings and become trusted sources in AI-generated answers.


What does “Visibility” Mean in AI Search (Why Traffic Is No Longer the Metric)
Visibility in search used to be simple: if you ranked highly, you were seen. We’ve broken down how that ranking model works in detail here. That model still exists, but it is no longer the one shaping most decisions. Today, people are increasingly starting their search journey inside AI systems, where they receive a generated answer instead of choosing between a list of results. That answer is built by selecting and combining information from multiple sources. This creates a

Elaine Subritzky
Apr 1610 min read


What AI Optimisation Actually Means (And Why SEO Signals Aren’t Enough)
Most businesses understand how ranking works. You create relevant content, build authority over time, and earn your position in search results. When that’s working, you expect visibility and for that visibility to translate into traffic. But something has started to feel off. Businesses are still ranking. Their SEO hasn’t dropped off. On paper, everything looks like it’s working and yet traffic isn’t lining up the way it used to, clicks feel less predictable, and a new questi

Elaine Subritzky
Apr 88 min read


AI Optimisation vs. Traditional SEO: Why Ranking #1 No Longer Guarantees Visibility
Ranking #1 used to be the goal. If your website appeared at the top of search results, you were visible, you were clicked, you were chosen. That model no longer holds. The way people are searching is changing, and it is changing quickly. No longer are people turning to Google to begin their research. Now, they are turning to tools such as ChatGPT, Perplexity, or Gemini. These tools are being used to explore a topic, understand their options, and shape their thinking before th

Elaine Subritzky
Mar 255 min read


How AI Models Decide When to Repeat a Brand (And How to Optimise for It)
How AI moves from trust to repetition. Learn how brands become reused in AI answers through association, categorisation, and consistent patterns.

Elaine Subritzky
Mar 2213 min read


How AI Systems Build Trust Over Time (and Why One Blog Post Is Never Enough)
AI visibility does not happen instantly. Instead, it develops through what we call the AI Visibility Loop, a cycle in which AI systems discover, retrieve, reuse, and reinforce explanations over time. AI Visibility Loop: the process through which AI systems repeatedly discover, retrieve, reuse, and reinforce explanations as they build confidence in sources over time. In understanding what AI search is, one of the key concepts to grasp is that AI search systems generate an expl

Elaine Subritzky
Mar 1111 min read


Why Tool Brands Receive More AI Mentions Than Service Businesses
If you look closely at AI-generated answers, a pattern appears: tool brands are mentioned by name far more often than service businesses. When someone asks about project management software, specific platforms are listed, but when someone asks about marketing consultants, the answer is often general advice. This difference is not random. It reflects how AI systems decide which entities they can confidently include inside generated answers. AI Mentions Are Selective, Not Compr

Elaine Subritzky
Feb 255 min read


What “AI Mentions” Actually Are (and Why Rankings Alone Don’t Create Them)
What Are AI Mentions? AI mentions are instances where AI systems like ChatGPT, Gemini, Perplexity, or Google AI Overviews reference a brand, business, product, or person inside a generated answer. At AI Optimisation, AI mentions are treated as a visibility signal because they show that an AI system has selected an entity for inclusion inside the answer itself, not just ranked a webpage in search results. For years, visibility in search meant one thing: ranking on page one of

Elaine Subritzky
Jan 3013 min read


How AI Systems Decide Which Brands to Mention (and Which They Ignore)
AI search is changing how customers discover brands. But most businesses still don’t understand how AI decides who gets mentioned. People used to search, scan blue links, and click. Now they ask ChatGPT, Gemini, Perplexity, or Google’s AI Overviews.And AI responds with complete answers, often naming specific brands. Some brands appear repeatedly. Others never show up at all. This isn’t random. And it isn’t about who posts the most content. AI systems generate answers by predi

Elaine Subritzky
Jan 218 min read


How AI Ranks Your Business and How to Get Mentioned in AI Search
You've been doing the work. Publishing content. Updating your website. Maybe even seeing decent rankings in Google. But something's changed. Traffic isn't converting the way it used to. Or worse, traffic is dropping and you're not entirely sure why. Here's what's happening: people are still searching, they're just not clicking through to websites the way they used to. Instead, they're getting answers directly from AI. Tools like ChatGPT, Google's AI Overviews, and Bing Copilo

Elaine Subritzky
Jan 1312 min read


How to Improve Your Website’s Visibility on AI Chatbots in New Zealand (and Beyond)
If you haven’t already read our article on "how Google AI and ChatGPT are changing search behaviour in 2025", it’s a great place to start, it explains why this shift is happening and how it affects every NZ business. Combine Traditional SEO with AI-Focused Optimisation To appear in AI chatbot answers, continue applying strong SEO foundations but extend them with AI-specific strategies: Create localised content that reflects New Zealand audiences and culture, including te reo

Elaine Subritzky
Oct 11, 20253 min read


Why Your Business Needs to Be Optimised for AI Search (Before It’s Too Late)
We’re in the middle of a huge shift in how people search online. As discussed in the previous post AI tools like ChatGPT, Google Gemini, and Microsoft Copilot are quickly changing the way customers find information and businesses. If your business isn’t showing up in AI-generated answers, you’re missing out on opportunities. Worse… your competitors might already be there. The Big Shift: How AI is Taking Over Search Just a couple of years ago, getting found online mostly meant

Elaine Subritzky
Jun 13, 20252 min read
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