Build a SaaS^? tool that lets SEO^? teams upload target queries, run scheduled AI-search checks, capture cited domains and snippets, and compare citation presence over time. The first product surface can be a query dashboard showing cited sources, missing citations, competitor frequency, and recommended page-level fixes such as schema, clearer headers, sourceable statistics, and answer-ready summaries. Start with semi-automated browser/query collection plus integrations to Google Search Console and sitemap data.

AI Overviews and AI Mode are turning informational search into a citation-based visibility channel. SEO^? buyers are actively looking for new metrics because clicks and rankings no longer explain visibility loss.