Obsessd Blog

Notes on AI
discoverability.

Obsessd, AI discoverability consultancy, Australia. Our thinking on how brands get found, cited, and recommended in the age of AI-generated answers.

Visible on the product, invisible on the need: OVI scores by how the customer framed the prompt
OVI Research 21 October 2026
Name the product and AI finds you. Describe the need and it often doesn't.

None of the four big AI assistants named a healthy ready-made meal brand when asked what to eat after a workout. Ask for "high-protein ready-made meals" and all four did. What our August 2026 audits found, and what to do about it.

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Similarweb 2026 AI Visibility Rank vs Brand Demand Rank chart for beauty brands
Beauty & AI Discoverability 8 August 2026
The Overachievers: What Similarweb's 2026 AI Visibility Data Means for Australian Beauty Brands

Nine beauty brands are outranking their offline demand inside AI search. Not with ad spend, with content architecture. Here's the mechanism, and what it means for AU execution.

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