apex-stack-ai/geo-optimizer-lite

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# GEO Optimizer Lite — Claude Skill Free AI search optimization audit tool for Claude. Score your content's citability across Perplexity, ChatGPT Browse, Google AI Overviews, and Bing Copilot. ## What It Does Audit any URL or content block across 4 AI-citability dimensions: 1. **Direct Answer Density** — Does your content have extractable facts AI can quote? 2. **Query-Intent Alignment** — Does your page answer the query in the first 100 words? 3. **Freshness Signals** — Is your content visibly current and recently updated? 4. **Conversation-Ready Format** — Can AI easily reformulate your content into answers? Get a score out of 40, priority fixes, and 3 quick wins per page. ## Install 1. Download SKILL.md from this repo 2. Place it in your Claude skills directory 3. Ask Claude: "Audit this page for AI search citability: [URL]" ## Full Version The paid GEO Optimizer ($19) includes all 8 audit dimensions plus content rewriting, schema markup generation, competitive GEO analysis, AI engine-specific optimization guides, and monthly monitoring checklists. **[Get the full GEO Optimizer on Gumroad](https://apexstack.gumroad.com/l/geo-optimizer)** ## About Built by [Apex Stack](https://apexstack.gumroad.com) — based on real experience optimizing stockvs.com for both traditional and AI search engines. ## License MIT — free to use, modify, and share.

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市场调研分析师与营销专员

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geo-optimizer-lite

市场调研分析师与营销专员

Free version — audit your content for AI search citability with the GEO Scorecard. Covers 4 of 8 dimensions.

原文语言：英语

2026-04-01

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