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AI Visibility and GEO analyses are based on tests performed at a specific date within a defined scope of prompts, platforms and competitors. Results may vary depending on users, contexts, models, interfaces and AI engine updates. The score is a proprietary decision-support indicator, not an official metric. Recommended actions are designed to strengthen visibility and credibility signals, without any guarantee of appearance, citation or ranking in AI-generated answers.

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