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We ran 8 Google AI Overview and AI Mode searches from Australia and logged every cited site. Business Profiles, .gov.au, Canstar and a few review sites showed up; Yellow Pages and hipages did not. Full data, method and a listing checklist.
AI search in NZ, with sources: how many Kiwis and NZ businesses use AI, which Google AI features are live in New Zealand, and an 8-query study of which sites Google AI Overviews cite for NZ searches, plus a checklist to get cited.
Which content formats get cited by AI? We compared 19 studies on listicles, comparisons, tables, FAQs, length and video, explain why their numbers disagree, and map the right format to each query intent.
Most AI citations point to pages brands do not own. Here is what the earned-media studies really show, which source types dominate in the prompts we track, how to find the pages AI cites for you, which PR tactics work, and how to measure PR in AI answers.
Self-promotional 'best X' lists still get cited by AI engines, but often the engine recommends a competitor from them. Seven 2025-2026 studies side by side, our own citation data, Google's rules and a checklist for lists that deserve citation.
AI answers change between runs on their own, so most GEO experiments measure noise. A method guide built on 972 repeated runs: hypothesis, matched control pages, how many prompts and runs you need, test length, metrics per engine, and decision rules.
How Claude decides to search, which index it reportedly uses, what ClaudeBot, Claude-SearchBot and Claude-User each control, how claude.ai, the API and Claude Code differ, and our data on how stable Claude citations are.
AI engines lean toward recently updated pages, and a date-only bump lifted citations 31.5% in one test, yet Google calls fake freshness a warning sign. The evidence, its limits, Google's exact guidance, and a refresh and measurement system that holds up.
YouTube is a top-cited source in Google AI Overviews and AI Mode, but ChatGPT, Claude and Copilot rarely cite video and Perplexity largely stopped in August 2026. Here is what eight studies and our own checks show about what engines read and how to get cited.
AI Overviews summarize a normal results page; AI Mode is an opt-in conversational search. Google docs and eight studies compared: how each picks sources, how often they cite the same pages, what each does to clicks, and how Search Console counts them. Checked October 2026.
Reddit still feeds Google AI Overviews, AI Mode and Perplexity, but ChatGPT cut Reddit citations up to 94% in August 2026. Per-engine data, the Reddit rules that get brands banned, and an ethical playbook.
AI share of voice is your share of all brand mentions in AI answers. Get the mention, citation and position-weighted formulas, a worked example, spreadsheet formulas, sample-size math from 968 tracked runs, vendor definitions side by side and a reporting template.
