ai-visibility
Ryze-AI-Adgent/open-seo-mcp-skillsSkill
Measure real AI-engine visibility — traffic from ChatGPT, Perplexity, Claude, Gemini and which pages they cite — from actual GA4 referral data, not prompt sampling. Use when asked "AI visibility", "GEO/AEO check", "do LLMs cite us", "traffic from ChatGPT", or "how do we show up in AI search".
Why this score
This repo hosts 8 skills, so its 6,161 stars are split between them (about 770 each) for scoring.
Popularity score: 77/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit cf7d8041a142, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneai-visibility Ryze-AI-Adgent/open-seo-mcp-skills · Skill | 77 | ★ 6.2k | ≈77 always | 22d ago |
| orangeo-ai-visibility-skill OranAi-Ltd/orangeo-ai-visibility-skill · Skill Both about visibility and aeo | 61 | ★ 141 | ≈134 always | 5mo ago |
| ai-visibility-fix-plan unifapi-agent/agents · Skill Both about visibility and geo | 62 | ★ 594 | ≈125 always | 2mo ago |
| geo-ai-visibility zubair-trabzada/geo-seo-claude · Subagent Both about visibility and geo | 84 | ★ 11k | ≈24 in chat | 16d ago |
| ai-visibility-audit every-app/open-seo · Skill Both about visibility and aeo | 85 | ★ 24k | ≈109 always | 16d ago |
| apify-ai-search-visibility-tracker apify/awesome-skills · Skill Both about visibility and aeo | 59 | ★ 280 | ≈159 always | 1mo ago |