One operating system for AI visibility.

Composite 0–1000 score with ten measurement categories and percentile bands.

Where, when, and why AI recommends your company in buyer-intent prompts.

Source authority, freshness, diversity, and concentration mapped to entities.

Presence, sentiment, theme distribution, and framing across platforms.

Relative prominence vs benchmark sets, segmented by platform and category.

ChatGPT · Claude · Gemini · Perplexity · Copilot · Grok, tracked independently.

Canonical entity graph: aliases, brands, subsidiaries, source ecosystem.

Real-time detection of hallucinations, narrative drift, and competitor moves.