What do the AIs actually recommend?

Pick a category and see what ChatGPT, Perplexity, Gemini and open models each recommend — and how much they disagree. This is honest, DOI-backed measurement, including the run-to-run variance most AI-visibility trackers quietly hide.

The uncomfortable truth every other tracker buries: the AIs agree with each other almost never. Two runs of the same question return a different list more often than not. A single confident leaderboard is noise. We show you the disagreement, because the disagreement is the real answer.

Where the engines disagree the headline

Each engine's #1 pick for this category. When these differ, "the best X" has no single answer — it depends entirely on which AI the buyer asks.

Category leaderboard (blended AI-Visibility Score)

Invisible & single-engine tools

Tools this category's engines barely name — the opportunity space, and the vendors most anxious about it.

Who the AIs cite as sources

The domains AI answers pull from (network-wide). If you want to be recommended, this is who you need to be referenced by.

Check your brand's AI visibility

Type a tool/brand name to see where it stands in this dataset.

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