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🎩 Latest Work (Jan ‘26)

Released QueryCat.app, an LLM Query Explorer
If a query triggers web-search in LLMs, it signals a content opportunity; of possible citation. Although, just like in life, results in LLMs are non-deterministic, but it’s still worth a shot. Because it’s sourced right from LLMs API. No opaque ai-visibility-tool trick!
[linkedin.com/in/mayankbishwas](<http://linkedin.com/in/mayankbishwas>)