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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.
AI Search Mechanics
Plain-English guides to how AI search works, including how systems retrieve, select, assemble and reuse information in generated answers.


How ranking works in traditional search
How ranking works in traditional search Ranking orders pages, not answers Traditional search engines are built to assess and organise information into the best possible options for a given query. When a user searches, the system retrieves a set of web pages and orders them based on relevance and authority. The outcome is a ranked list… first, second, third, and so on. It is designed to present options, not conclusions. Ranking does not determine what information or brand is u

Elaine Subritzky
Apr 17 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


Why Most “Optimise for ChatGPT” Advice Doesn’t Work: AI Doesn’t Rank Pages, It Assembles Answers
Over the past year, a new phrase has started appearing everywhere in marketing conversations: “Optimise for ChatGPT.” Guides promise ways to “rank in AI answers” or “optimise your website for ChatGPT.” But there’s a problem. Much of this advice is built on a misunderstanding of how AI systems actually work. If you're unfamiliar with how AI systems decide which brands or sources to reference, this article explains the mechanism in detail. How AI Systems Decide Which Brands to

Elaine Subritzky
Mar 513 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


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 Are Google AI and ChatGPT Changing Search Behaviour in 2025?
Search behaviour has shifted dramatically in 2025, with over 50% of Google searches triggering AI Overviews and 66% of young adults using ChatGPT as a search tool. The takeaway? Your business needs to optimise for both to stay visible. Search Is Changing Faster Than Ever If you’ve been following our blog, you’ll know we’ve talked a lot about how AI search works and why it matters for businesses. But now, we have the numbers and they show we’re already living in a generative-A

Elaine Subritzky
Sep 14, 20252 min read


Google AI Mode in NZ: How a Local Mechanic (and Any Business) Can Optimise for AI Search
Google has rolled out AI Mode in New Zealand, and it’s changing how people search online. Instead of scrolling through ten blue links, users now see AI-generated answers directly in the search results. For local businesses, whether you’re a mechanic in Auckland, a café in Wellington, or a law firm in Christchurch this means traditional SEO isn’t enough. To stay visible, you need to adopt Answer Engine Optimisation (AEO) and Generative Engine Optimisation (GEO). What is Google

Elaine Subritzky
Sep 2, 20253 min read


GEO vs SEO vs AEO: What’s the Difference?
Search is changing. For years, businesses have focused on getting found in Google. That has usually meant investing in SEO, improving website content, working on technical performance, building authority and making sure the business appears when people search for its products or services. This still matters but people are no longer only searching by typing a few words into Google and scrolling through a list of links. They are asking ChatGPT, Gemini, Perplexity, Microsoft Co

Elaine Subritzky
Aug 26, 20259 min read


Why Google and ChatGPT show different results... and what NZ Businesses need to do about it!
Have you ever Googled something, then asked ChatGPT the same question and got completely different answers? You’re not imagining it. New research shows Google and ChatGPT understand what we’re searching for in very different ways. For small to medium businesses in New Zealand, this matters more than ever. If your website content isn’t speaking the right “language” to these AI platforms, you’re missing out on visibility and that means missed sales, bookings, and enquiries. I’l

Elaine Subritzky
Aug 4, 20252 min read


What Is AI Search (and Why Is It Different from Traditional SEO)?
Next Step: How NZ Businesses Can Optimise for AI-Driven Search? In a previous blog, we looked at how AI tools like ChatGPT and Bing Copilot are changing the way people search and what that means for your business. This follow-up dives into what you can actually do right now to make your website and content visible in AI-native search, especially if you're a New Zealand-based business. Because while Google still matters, being AI-search ready gives you a first-mover advantage

Elaine Subritzky
Jul 28, 20253 min read
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