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Technology behind Profound

Dylan Babbs and Achintya Ashok

Dylan BabbsAchintya Ashok

Dylan Babbs and Achintya Ashok

20 May, 2026/Engineering

The Profound MCP Evolution – Part 1

Profound's MCP now connects agents to a knowledge graph and 15 new capabilities built for how Marketing Engineers actually work.

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 Profound 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 Profound: How People Use Answer Engines

At Profound, 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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