GEO / AIEO Optimizer — Get Cited by AI Search

English
Ranking #1 on Google no longer means AI quotes you. In 2026 the overlap between top Google results and the pages AI engines cite has collapsed, and Gartner projects a 25% drop in organic search traffic as people ask ChatGPT, Perplexity, and Google AI Overviews instead of clicking links.

This skill retools your existing content for that new reality. Paste an article or a URL and it rewrites the piece into the exact structure and signals generative engines prefer when choosing sources: an answer-first lead, definition-first sentences, question-style headings, self-contained passages, and verifiable statistics and quotations with sources. It then generates the JSON-LD schema stack and llms.txt entry your page needs, and returns a before → after Citation-Readiness score.

Built on published GEO research (Princeton / Georgia Tech / IIT Delhi) and a 2026 analysis of 11.1M AI citations — answer-first (+89% citation likelihood), definition-first (+2.1x), statistics with sources (+40%), expert quotes (+28%).

It never fabricates data: any claim it can't verify is flagged for you, not invented. Works in English and Chinese (Traditional & Simplified).

For content marketers, SEO/GEO agencies, and founders who publish regularly and want their pages to be the ones AI answers quote.

繁體中文
在 Google 排第一，已經不等於被 AI 引用。2026 年，Google 前段搜尋結果與 AI 引擎實際引用來源的重疊大幅崩解；Gartner 預估，隨著人們改用 ChatGPT、Perplexity、Google AI Overviews 找答案，自然搜尋流量將下滑 25%。

這個 skill 為這個新現實重新打造你的內容。貼上一篇文章或網址，它會改寫成生成引擎挑選來源時偏好的結構與訊號：答案前置開場、定義式句子、問句式標題、可獨立閱讀的段落，以及帶來源的統計與專家引言。接著自動產出頁面所需的 JSON-LD 結構化資料與 llms.txt，並回傳「優化前 → 後」的引用力評分。

建立在已發表的 GEO 研究（Princeton／Georgia Tech／IIT Delhi）與 2026 年 1,110 萬則 AI 引用分析之上——答案前置 +89%、定義句 2.1 倍、帶來源統計 +40%、專家引言 +28%。

它絕不捏造數據：無法查證的宣稱一律標記交還給你，而非杜撰。支援中英雙語（繁體與簡體）。

適合需定期發布、希望頁面成為 AI 答案引用對象的內容行銷人員、SEO／GEO 代理商與創辦人。

主要特色 / Key Features（若有條列欄位）

• Answer-first rewrite + question-style headings for AI extractability
• Verifiable stats & quotes only — never fabricates data
• Auto-generates JSON-LD schema + llms.txt entry
• Before/after Citation-Readiness score (0–100)
• Works in English & Chinese (Traditional / Simplified)
• Per-engine tuning: Perplexity, ChatGPT, Google AI Overviews, Gemini, Claude