AI Visibility is a brand-monitoring tool that presents itself as a way to check whether ChatGPT, Claude, and Gemini recommend a given brand. The project was submitted to Hacker News as a Show HN item. The available listing reports a score of 2 and no comments, providing little independent validation. The source does not specify the exact prompts, model versions, sampling procedure, ranking criteria, geographic or language coverage, or whether results are reproducible. Its main relevance is as a practical example of emerging “AI visibility” or generative-engine optimization tooling, while its claims should be treated as product positioning until the methodology and evidence are inspected directly.
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