Update: Intent-Aware pSEO Pipelines are Live

The automated pipeline I mentioned recently is now live!

It now goes from seed keyword -> expansion -> auto AI template mapping -> page generator.

In one workflow.

How it works:

Vector Clustering: Provide a seed topic, and the engine uses word embeddings to group related entities into silos.

Intent Mapping: The classifier automatically tags clusters as Informational or Transactional etc

Template Assignment: Based on that intent, SCM assigns a specific AI template (e.g., Topic Review vs. Troubleshooting)

Serp Modeling: The page generator then uses SERP results to further improve the AI page generation and stay within Google HCU.

Update:
https://seocontentmachine.com/download

Let me know if you run into any edge cases with the clustering accuracy.

You can see it in action here:
https://forum.seocontentmachine.com/t/fully-automated-pseo-pipelines-seed-clusters-intent-templates-are-ready/980/4 track the open
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