AI Search Visibility Audit (Share of Model)

Run a category-level visibility audit across the major AI answer engines to measure how often a brand is mentioned, cited, or recommended when users ask category-defining questions — and how that share compares to competitors. Produces a question set, a cross-engine scoring sheet, a gap diagnosis, and a prioritized lift plan. Complements the per-page Answer Engine Optimization (AEO) workflow by operating at the category / portfolio level.