Every web-data tool says it's "built for AI." I asked the AI.

I ran 198 real buyer questions through five AI engines, then validated against an independent dataset, to find out who actually gets cited for web scraping. The scoreboard surprised me twice — once when my own headline turned out to be wrong. Rank trackers tell you where you stand on Google. Nobody can tell you where you stand inside ChatGPT, Perplexity, or an AI Overview — which is inconvenient, because that's where your buyers moved. So I built the tracker. Then I pointed it at a category wi...

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