AI Visibility Research & Blog
Evidence-based analysis of how AI systems cite, rank, and recommend Australian businesses. No guesswork. No generic SEO tactics.
Why Your AI Visibility Strategy is Failing (The 4 LLM Blind Spots)
If you treat AI visibility like an SEO checklist, you will fail. You have to understand hidden state drift, context rot, and alignment suppression.
Read more → ResearchGoogle AI Overviews vs Perplexity: Who Cites What?
Google AI Overviews and Perplexity cite very different sources. The citation patterns are completely different. Here is what that means for your strategy.
Read more → StrategyWhat Gets a Business Recommended by ChatGPT? The Signals That Matter
Forget keyword stuffing. These are the structural signals that make ChatGPT recommend a business, and why backlinks matter less than you think.
Read more → AustraliaThe 2026 AI Visibility Playbook for Australian Brands
A complete, step-by-step playbook for Australian businesses to build AI visibility in 2026. Covers entity signals, schema, review strategy, and citation building.
Read more → AustraliaHow Australian Businesses Are Getting ChatGPT to Recommend Them in 2026
The specific tactics Australian service businesses are using to appear in ChatGPT recommendations. Includes local entity signals and Australian-specific platform strategy.
Read more → StrategyHow to Get Cited by Perplexity AI (The Two-Gate Framework)
Perplexity does not care about your backlinks. Getting cited requires passing two specific gates. Here are the nine signals that actually matter.
Read more → GoogleHow to Optimise for Google AI Overviews (Before Your Competitors Do)
Google AI Overviews are eating the top of the search results page. If you aren't the cited source, you are losing the click. Here is the exact structure you need.
Read more →How Do AI Systems See Your Business?
Reviewly works directly with Australian businesses to build the clear, consistent and verified signals that AI systems such as ChatGPT, Perplexity and Google AI Overviews look for before they name a business.
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