Tracking AI visibility is about relevance, not vanity. I tested tools like...

https://programminginsider.com/6-leading-ai-visibility-platforms-for-competitor-benchmarking-and-ai-share-of-voice-tracking-2026-rankings/

Tracking AI visibility is about relevance, not vanity. I tested tools like Authoritas and BrightEdge (from $149.50/month) to find the best Share of Voice data. Forget hype; pick based on LLM coverage and how well it fits your existing workflows.