AI Search Insights

SOV Tracker Blog

Expert insights on AI search visibility, Share of Voice tracking, and Generative Engine Optimization.

Not every name AI mentions is your competitor

AI answers mix real competitors with chains, marketplaces and publishers. Counting all of them breaks your Share of Voice. Four boxes to sort them.

October 16, 2026 4 min read Read more

Best AI visibility tools in 2026: a sourced comparison

Nine AI visibility tools compared on engines, measurement cadence, share of voice, API/MCP, price and Turkish support. Every fact from the vendor's official page, with its check date.

October 11, 2026 9 min read Read more

How to read your free AI visibility scorecard

You ran the free scan and a scorecard is in front of you. What the main number means, who was named instead of you, why source rates are not measured, and what to do next.

October 9, 2026 7 min read Read more

How Is AI Share of Voice Calculated?

How competitor-relative AI Share of Voice is calculated from a defined comparison universe, valid mentions and the weekly five-engine measurement window.

March 12, 2026 6 min read Read more

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