geo-optimizer vs discussion
geo-optimizer and discussion are both search and web skills. discussion scores higher (84 vs 79 out of 100). discussion has more GitHub stars (5.9k), and geo-optimizer was updated more recently (3 days ago). The table compares them side by side.
| geo-optimizer | discussion | |
|---|---|---|
| Score | 79 / 100 | 84 / 100 |
| What it does | Generative Engine Optimization (GEO) — make content rank in AI search answers from ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. Audits existing content, rewrites for AI citation, and produces per-engine strategy. Use when asked to "optimize for AI search", "rank in ChatGPT", "GEO audit", "improve AI citations", "rank in Perplexity", "AI Overview optimization", "AI Overview ranking", "LLM SEO", "answer engine optimization", "AEO", "get cited by AI", "GEO", "generative engine optimization", "show up in ChatGPT", "appear in AI answers", "be cited by Perplexity", "SGE optimization", "Search Generative Experience", or "make my content show up in AI answers". Distinct from regular SEO — this targets generative engines, not traditional Google rankings. | Runs structured multi-agent discussions for open-ended typia topics. Use only when the user explicitly asks for Discussion or a team debate with transcripts and conclusions; do not use for Self-Review, a solo or multi-agent review, research review, or issue discovery. |
| Publisher | Community: nowork-studio | Community: samchon |
| Grades | Maintenance A, Licence A, Quality A | Maintenance A, Licence A, Quality A |
| npm downloads a week | Not on npm | Not on npm |
| Runs | Skill | Skill |
| Works with | Claude Code, Claude apps | Claude Code, Claude apps |
| GitHub stars | 3,967 | 5,944 |
| Last commit | 19 Oct 2026 | 15 Oct 2026 |
| Licence | MIT | MIT |
| Listed since | 19 Oct 2026 | 20 Oct 2026 |
| Install geo-optimizer | Install discussion |
Questions
Is geo-optimizer or discussion more popular?
discussion has more GitHub stars: 5,944.
Can I use geo-optimizer and discussion together?
Yes. AI assistants can load several skills at once. Install both and the assistant picks the right one for each task.