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Bubbling

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Bubbling is a B2B platform that tracks and improves how a brand appears in AI answers (GEO). It simulates full multi-turn conversations run by personas that follow a decision journey (discovery, interest, comparison, decision), to measure whether the brand is recommended, not only mentioned. Scores are computed by a deterministic engine from stored metrics; the AI only writes the commentary around figures that are already calculated. Analysis by persona, market and language. Deliverables: a diagnostic, prioritised actions and recurring monitoring.

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