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Learn how to detect, validate, prioritize, and correct negative brand sentiment in AI answers without confusing absence, criticism, or model variation.

Track brand mentions in Perplexity with a repeatable prompt set, evidence log, clear metrics, and a workflow for turning mention and citation gaps into action.

Use GEO competitor analysis to understand why AI recommends other brands and turn positioning, evidence, and citation gaps into action.

Build neutral GEO monitoring prompts that reflect buyer intent, reveal AI brand visibility, and produce comparable results over time.

Learn how country and prompt language affect international AI visibility, competitor results, and the comparability of Dottly AI reports.

Run an AI brand visibility check with Dottly AI: create a project, review buyer prompts, compare models, and interpret your first report.