geolook
aigclink/geolook
Geolook is an open-source, self-hosted platform designed to execute end-to-end Generative Engine Optimization (GEO) pipelines, helping brands improve their visibility and citations across global and domestic AI engines.
483 117MITUpdated 2026-08-10
85
GreatOverview
The skill provides a complete pipeline for analyzing product websites, sampling AI answers across multiple domestic and international language models, generating actionable implementation tickets, and producing deployable assets like llms.txt, JSON-LD, and structured definition blocks. It supports periodic tracking, automated auditing, and client-ready reporting to optimize brand positioning within generative search answers rather than traditional keyword rankings.
Capabilities
- ▸Website crawling and 6-dimensional health auditing
- ▸Multi-market AI response sampling and prompt management
- ▸Automated brand fact extraction and competitor discovery
- ▸Execution ticket generation with acceptance criteria
- ▸Deployable asset creation (llms.txt, JSON-LD schemas, FAQ blocks)
- ▸Built-in web UI dashboard and automated background task runners
Best for
Diagnosing a product website's AI-readiness and extractable facts, Sampling answers from domestic AI platforms (Zhipu, DeepSeek, Doubao, etc.) and global engines (ChatGPT, Gemini, Perplexity, etc.), Generating GEO execution blueprints, content outlines, and deployable markdown/JSON assets, Running automated verification loops and packaging reports for client delivery
Works with
Claude CodeCursorGitHub CopilotChatGPTGemini CLI
Evoa Score breakdown= Σ (score × weight)
85Task usefulness20%100 → +20.0
実タスクにどれだけ役立つか（機能の豊富さ・用途の明確さ）。 — AIによるcapabilities/use-cases解析
Code quality15%90 → +13.5
実装・指示の品質。 — AIによるSKILL.md/README解析
Maintenance15%100 → +15.0
リポジトリがどれだけ活発に保守されているか。 — GitHub 最終push日時の新しさ
Documentation12%47 → +5.6
ドキュメントの充実度・分かりやすさ。 — README/独自要約の情報量
Security15%80 → +12.0
危険・不審な挙動が無いか。 — AIによるセキュリティレビュー
Originality10%85 → +8.5
ありふれたラッパーではない独自性。 — AIによる独自性判定
Popularity8%71 → +5.7
コミュニティの採用度。 — GitHub Stars/Forks（対数スケール）
Compatibility5%100 → +5.0
対応AIエージェントの広さ。 — AIによる対応エージェント判定
Weighted total85.3 / 100
ライセンス不明/制限あり（Red）のSkillは総合スコアに0.85倍の補正を適用します。 ランキングはこのScoreのみで決まり、広告で変わりません。 算出方法の詳細 →
Security considerations
API keys are stored locally in environment files (.env) with restricted permissions. The tool accesses external AI provider APIs and crawls target websites based on user commands.
Categories
Summary and analysis are original content generated by AI Skills Rank. The skill's source text is not reproduced here — view it on the linked repository.