Competitors, gaps, and citation opportunities
Magister discovers likely competitors from audit and AI-search evidence. Track the relevant ones to compare your brand across models and prompts.
Share of voice — see how often each supported AI source mentions you and tracked competitors, model by model. Low-sample warnings identify comparisons that need more evidence.
Competitive gaps — top gaps show prompts or topics where assistants favor a competitor. Recommendations connect those gaps to specific pages or content worth strengthening.
Most Cited — review the domains and sample URLs AI answers rely on most. Citation opportunities highlight sources or page types where your brand could earn a stronger presence.
Export — download competitive, cited-source, and opportunity data as CSV for deeper analysis or client reporting.