---
title: "Blog"
url: "https://univsense.com/blog"
canonical_url: "https://univsense.com/blog"
description: "Research and field notes from the UnivSense and Unilytics team on SEO, AI answer visibility and how consultants work with AI. Every number is sourced."
last_updated: 2026-11-10
---

# Blog

Research and field notes from the UnivSense and Unilytics team on SEO, AI answer visibility and how consultants work with AI. Every number is sourced.

RSS: https://univsense.com/blog/rss.xml

- [How companies share AI skills in Claude, ChatGPT, Copilot and Gemini: what 8 accounts and the docs show](https://univsense.com/blog/how-companies-share-ai-skills-2026-11.md) (2026-11-10): A source review: eight accounts of teams sharing AI skills at work, what each assistant documents as of November 2026, and the problems they report.
- [In one consultancy's 60-skill library, AI readers matched 30% of lines in 17 skills to the skills' learnings](https://univsense.com/blog/skill-length-recorded-learnings-2026-11.md) (2026-11-10): In one consultancy's 60-skill library, AI readers labelled 30% of the lines in the 17 skills with 10+ recorded learnings as matching them.