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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.


How Much Does AI SEO Cost in New Zealand? (2026 Pricing Guide)
What AI SEO Costs in New Zealand A realistic monthly range for a New Zealand business Most New Zealand businesses land somewhere between $500 and $4,000 a month for genuine search optimisation, with a lot of that activity clustering in the $1,000–$3,000 range for an established, ongoing commitment. Businesses running multi-location, highly competitive, or category-dominance campaigns can push well past that into the $5,000–$11,000+ a month range. That's a wide span, and it sh

Elaine Subritzky
Aug 2711 min read


What Are Authority Signals in AI Search?
Authority Signals (noun) AI Visibility Engine™ framework, stage three Authority Signals is the process of accumulating independent, third-party evidence - reviews, citations, mentions, expert content that AI systems weigh against each other to judge whether a business is credible enough to cite or recommend. Related terms: E-E-A-T, trust signals, consensus, third-party mentions Distinct from: Domain Authority (a single vendor score AI systems don't consult), citations (a sing

Elaine Subritzky
Jul 29 min read


What is an entity in AI search and why your business is invisible without one
Entity Definition (noun) AI Visibility Engine™ framework, stage one Entity Definition is the process of establishing a business as a distinct, recognisable entity with a consistent name, location, category, and cross-referenced signals so AI systems can identify it, distinguish it from similar businesses, and treat it as a real, citable thing rather than just a string of words. Related terms: knowledge graph, schema markup, NAP consistency, sameAs property Distinct from: keyw

Elaine Subritzky
Jun 421 min read


How Do Businesses Improve Visibility in AI Search Results?
AI Search Visibility Improves when a Business becomes easier to Understand, Trust, and Reuse Traditional search visibility was largely built around rankings, businesses focused on improving the position of webpages inside search results, with the assumption that stronger rankings would naturally lead to more clicks, traffic, and visibility. AI search systems work differently, they retrieve information from multiple sources, evaluate which information appears most relevant and

Elaine Subritzky
May 1211 min read


What Is AI SEO? SEO vs AEO vs GEO Explained for NZ Businesses
If you searched "AI SEO" to land here, here's the first thing worth knowing: none of the major AI systems actually use that term. Ask ChatGPT, Gemini, Perplexity or Google's own AI Mode to explain the difference between AI search strategies, and every one of them answers in a different vocabulary - SEO, AEO, GEO. Three letters, three letters, three letters, not "AI SEO" anywhere. That's not a contradiction, it's just a gap between how people talk and how the systems themselve

Elaine Subritzky
Aug 26, 20257 min read
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