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seo-ai-visibility

An AI agent skill from anthropics/knowledge-work-plugins, scored 73 out of 100 by code.

73/ 100B

Code score by group

  • Spec20/20
  • Description17/20
  • Procedure10/15
  • Done criteria4/15
  • Resources7/10
  • Scripts5/8
  • Safety7/7
  • Upkeep3/5

It loses the most points in Done criteria (11), the group that checks whether there is a checklist and a step that verifies the work.

What the author says it does

Audits and fixes both halves of being found — classic search and AI answers. Search side: rankings, site structure, page speed, titles and descriptions, and content that answers what customers search for. AI side: whether assistant crawlers can reach the site, pages render without JavaScript, an llms.txt file, schema.org data, and presence in the directories assistants read. For online stores it also runs a bulk catalog cleanup, rewriting product titles, descriptions, alt text, and SEO fields in approved batches. Works on any public website with no connector. Use this whenever the owner talks…

This is the description in the skill's own SKILL.md, written by its author, not by SkillCheatSheet.

Repository
anthropics/knowledge-work-plugins
Folder
small-business/skills/seo-ai-visibility
License
Apache-2.0
GitHub stars
35,519
SKILL.md lines
144
Other files
5

Add seo-ai-visibility to your agent

npx skills add anthropics/knowledge-work-plugins --skill seo-ai-visibility

The command uses the open skills CLI. A skill is instructions and scripts your agent will follow, so read it first: open the folder on GitHub at the commit that was scored.

Labelled for

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All skills in anthropics/knowledge-work-plugins

Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.