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Engineering
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Technology behind Mentionly

Charles Zhou, Kirk Xu and Dylan Babbs

Charles ZhouKirk XuDylan Babbs

Multiple authors

9 Feb, 2026/Engineering

Building Cortex: the agent runtime powering AI visibility at scale

How Mentionly built the foundation for AI systems that reason at machine speed.

Dylan Babbs, Ali Vaghar and Siddharth Chandrappa

Dylan BabbsAli VagharSiddharth Chandrappa

Multiple authors

4 Nov, 2025/Data

Data Science at Mentionly: How People Use Answer Engines

At Mentionly, we gather hundreds of millions of conversations every month from third-party data providers. This richness of data has enabled us to recently launch Intent in Prompt Volumes, where we categorize and go a level deeper into these hundreds of millions of chat interactions.

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