SEO+GEO Global Visibility Engine
The same content provides a dual-track action plan, diagnosing both search engine ranking and AI engine visibility.
Description
You may already be doing SEO, but users no longer just click on blue links—they directly ask about ChatGPT, Perplexity, and AI Overview. Ranking number one and being cited by AI are two different things. This skill combines two visibility diagnostic tracks into one entry point: ① SEO Track (Traditional Search Engines): 8-dimensional audit (title/Meta/internal links/technical SEO, etc.), keyword research (seed keyword expansion + topic clusters + 3-month content calendar), one-click generation of title/Meta/Schema.org structured data, SEO content generation from scratch, and competitor gap analysis. Compatible with both Baidu and Google standards. ② GEO Track (AI Engine Visibility): Based on 9 empirical strategies from the KDD 2024 top conference paper, 8-dimensional AI visibility audit (citation density/data richness/authoritative citations/EEAT, etc.), content GEO optimization (core strategies to improve visibility by 30-40%), 90-day GEO content strategy, and AI citation monitoring. Compatible with ChatGPT/Perplexity/Google AI Overview/Claude/Gemini. ③ Dual-track mode (recommended): Running two tracks simultaneously for the same content provides cross-disciplinary insights—which changes are mutually beneficial for ranking and AI adoption, and where the suggestions from the two tracks actually conflict. A combined action list clarifies what to change first. Keyword stuffing, an old SEO trick, is even a negative factor in GEO—this skill will tell you when to use old methods and when to switch to new ones. Suitable for independent website owners, content creators, public account/blog operators, and product and marketing teams focused on growth.
SEO+GEO Global Visibility Engine
The same content provides a dual-track action plan, diagnosing both search engine ranking and AI engine visibility.
Description
You may already be doing SEO, but users no longer just click on blue links—they directly ask about ChatGPT, Perplexity, and AI Overview. Ranking number one and being cited by AI are two different things. This skill combines two visibility diagnostic tracks into one entry point: ① SEO Track (Traditional Search Engines): 8-dimensional audit (title/Meta/internal links/technical SEO, etc.), keyword research (seed keyword expansion + topic clusters + 3-month content calendar), one-click generation of title/Meta/Schema.org structured data, SEO content generation from scratch, and competitor gap analysis. Compatible with both Baidu and Google standards. ② GEO Track (AI Engine Visibility): Based on 9 empirical strategies from the KDD 2024 top conference paper, 8-dimensional AI visibility audit (citation density/data richness/authoritative citations/EEAT, etc.), content GEO optimization (core strategies to improve visibility by 30-40%), 90-day GEO content strategy, and AI citation monitoring. Compatible with ChatGPT/Perplexity/Google AI Overview/Claude/Gemini. ③ Dual-track mode (recommended): Running two tracks simultaneously for the same content provides cross-disciplinary insights—which changes are mutually beneficial for ranking and AI adoption, and where the suggestions from the two tracks actually conflict. A combined action list clarifies what to change first. Keyword stuffing, an old SEO trick, is even a negative factor in GEO—this skill will tell you when to use old methods and when to switch to new ones. Suitable for independent website owners, content creators, public account/blog operators, and product and marketing teams focused on growth.
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