SEO + GEO Visibility Engine
Audit SEO & AI readiness with evidence
Description
Rather than assigning a mysterious “GEO score,” this Skill determines whether a page can be crawled, retrieved, cited, and ultimately drive visits. This Skill audits content across two outcome tracks built on a shared foundation: traditional SEO focuses on crawlability, indexing, intent satisfaction, and click readiness; AI search focuses on retrieval eligibility, evidence quality, entity consistency, and citation readiness. It checks crawlers, robots, WAF/CDN, and observable metrics separately for Google AI Overviews / AI Mode, Bing / Copilot, ChatGPT Search, Perplexity, and Claude—so training crawlers aren’t confused with search crawlers. You’ll receive P0/P1/P2 priority lists, a claim-level evidence ledger, intent and query fan-out maps, entity conflicts, content information gain, applicable structured data recommendations, and a 30/60/90-day validation plan. Every recommendation is labeled with its evidence status, affected engine, specific change, effort, owner, and validation metric. Suitable for diagnosing, briefing, rewriting, and rechecking results for articles, product pages, landing pages, local pages, and content clusters. It won’t promise rankings, indexing, or AI citations; when data is insufficient, it will clearly state “unknown” and explain how to verify it.
Related Skills
View all
SEO Viral Article Workshop
You spend an afternoon researching and writing a valuable article, only to get triple-digit reads—not because the content is bad, but because no one finds it via search. From now on, just provide a keyword and a one-line description of your audience, and let this tool handle the rest—choose one of three headlines, auto-generate an outline, write the body with keyword density and FAQ, ready to publish. ✨ Core Capabilities 1. Search intent analysis: First determine what users actually want when they search for a keyword, then tailor the content. 2. Three headline options: Data-driven, pain-point, or pitfall-avoiding; all include keywords and are 30 characters or less. 3. Structured outline: Auto-arranges H2/H3 headings, 4-6 main sections + FAQ + CTA. 4. Anti-AI feel guardrails: No generic openers, empty parallelism, or cliché endings; forces specific numbers and case studies. 5. Dual adaptation for Baidu and WeChat Official Accounts: High-density information vs. readable dissemination, switch tone based on scenario. 6. Additional metadata: Meta Description, internal/external link suggestions—ready to use when posting. 📱 Use Cases - SEO bloggers/webmasters: Batch produce long-form articles that rank. - WeChat Official Account operators: Write in-depth articles with search traffic. - Indie developers/SaaS founders: Write product tutorials and comparison reviews to gain SEO traffic. - Knowledge monetization educators: Write lead-generation articles while considering search rankings. Great content shouldn't be buried—let it be found by search engines.
Conversion Rate Health Check
You've built a page but can't see what's wrong with it. Send a screenshot or a link, and I'll review it like a design director — going through layout, color, spacing, motion, interaction, responsiveness, and copy one by one. I score each of the seven dimensions, pinpoint issues, and offer fixes you can apply right away. No vague "looks good, could be better" fluff. I get specific: this button's contrast doesn't meet WCAG AA, this spacing inconsistency breaks the rhythm, this copy leaves users unsure what will happen if they click. Issues are classified as Critical / Major / Minor, and recommendations are prioritized so you can see at a glance what to fix first and what impact it will have. Landing pages prioritize conversion, dashboards prioritize efficiency, documentation sites prioritize readability — the review weights adjust automatically based on page type. Perfect for product managers, indie developers, and small teams that need professional design oversight but don't yet have a full-time designer.
9D Visual Deconstruction
Break down one or more infographics, data visualizations, flowcharts, timelines, maps, knowledge graphs, and organizational charts into reusable visual and information structures. Understand why an image is organized the way it is and rebuild a similar presentation. The skill examines visual factors such as spatial composition, dimensions and materials, color hierarchy, typography and layout, and module relationships. It also identifies chart encodings, reading paths, visual-symbol metaphors, and geographic or network relationships, so the analysis goes beyond simply describing what the style resembles. You will receive a parameterized visual deconstruction covering the canvas and compositional logic, visual hierarchy, text density, module topology, methods for expressing data and relationships, and the narrative flow through the image. For statistical charts, maps, and relationship networks, the output focuses on how data is mapped to visual variables such as color, position, size, lines, and nodes. For complex subject-specific visuals, it further organizes the coordinated relationships among graphics, text, and metaphor systems. Based on this analysis, the skill generates detailed, clearly structured English image-generation prompts for infographic recreation, visual research, design references, brand content exploration, and concept development. Whether you provide an existing image or an idea for a theme and visual direction, you will receive prompts designed for closer structural reproduction rather than broad descriptions of style.
SEO + GEO Visibility Engine
Audit SEO & AI readiness with evidence
Description
Rather than assigning a mysterious “GEO score,” this Skill determines whether a page can be crawled, retrieved, cited, and ultimately drive visits. This Skill audits content across two outcome tracks built on a shared foundation: traditional SEO focuses on crawlability, indexing, intent satisfaction, and click readiness; AI search focuses on retrieval eligibility, evidence quality, entity consistency, and citation readiness. It checks crawlers, robots, WAF/CDN, and observable metrics separately for Google AI Overviews / AI Mode, Bing / Copilot, ChatGPT Search, Perplexity, and Claude—so training crawlers aren’t confused with search crawlers. You’ll receive P0/P1/P2 priority lists, a claim-level evidence ledger, intent and query fan-out maps, entity conflicts, content information gain, applicable structured data recommendations, and a 30/60/90-day validation plan. Every recommendation is labeled with its evidence status, affected engine, specific change, effort, owner, and validation metric. Suitable for diagnosing, briefing, rewriting, and rechecking results for articles, product pages, landing pages, local pages, and content clusters. It won’t promise rankings, indexing, or AI citations; when data is insufficient, it will clearly state “unknown” and explain how to verify it.
Related Skills
View allSEO Viral Article Workshop
You spend an afternoon researching and writing a valuable article, only to get triple-digit reads—not because the content is bad, but because no one finds it via search. From now on, just provide a keyword and a one-line description of your audience, and let this tool handle the rest—choose one of three headlines, auto-generate an outline, write the body with keyword density and FAQ, ready to publish. ✨ Core Capabilities 1. Search intent analysis: First determine what users actually want when they search for a keyword, then tailor the content. 2. Three headline options: Data-driven, pain-point, or pitfall-avoiding; all include keywords and are 30 characters or less. 3. Structured outline: Auto-arranges H2/H3 headings, 4-6 main sections + FAQ + CTA. 4. Anti-AI feel guardrails: No generic openers, empty parallelism, or cliché endings; forces specific numbers and case studies. 5. Dual adaptation for Baidu and WeChat Official Accounts: High-density information vs. readable dissemination, switch tone based on scenario. 6. Additional metadata: Meta Description, internal/external link suggestions—ready to use when posting. 📱 Use Cases - SEO bloggers/webmasters: Batch produce long-form articles that rank. - WeChat Official Account operators: Write in-depth articles with search traffic. - Indie developers/SaaS founders: Write product tutorials and comparison reviews to gain SEO traffic. - Knowledge monetization educators: Write lead-generation articles while considering search rankings. Great content shouldn't be buried—let it be found by search engines.
Conversion Rate Health Check
You've built a page but can't see what's wrong with it. Send a screenshot or a link, and I'll review it like a design director — going through layout, color, spacing, motion, interaction, responsiveness, and copy one by one. I score each of the seven dimensions, pinpoint issues, and offer fixes you can apply right away. No vague "looks good, could be better" fluff. I get specific: this button's contrast doesn't meet WCAG AA, this spacing inconsistency breaks the rhythm, this copy leaves users unsure what will happen if they click. Issues are classified as Critical / Major / Minor, and recommendations are prioritized so you can see at a glance what to fix first and what impact it will have. Landing pages prioritize conversion, dashboards prioritize efficiency, documentation sites prioritize readability — the review weights adjust automatically based on page type. Perfect for product managers, indie developers, and small teams that need professional design oversight but don't yet have a full-time designer.
9D Visual Deconstruction
Break down one or more infographics, data visualizations, flowcharts, timelines, maps, knowledge graphs, and organizational charts into reusable visual and information structures. Understand why an image is organized the way it is and rebuild a similar presentation. The skill examines visual factors such as spatial composition, dimensions and materials, color hierarchy, typography and layout, and module relationships. It also identifies chart encodings, reading paths, visual-symbol metaphors, and geographic or network relationships, so the analysis goes beyond simply describing what the style resembles. You will receive a parameterized visual deconstruction covering the canvas and compositional logic, visual hierarchy, text density, module topology, methods for expressing data and relationships, and the narrative flow through the image. For statistical charts, maps, and relationship networks, the output focuses on how data is mapped to visual variables such as color, position, size, lines, and nodes. For complex subject-specific visuals, it further organizes the coordinated relationships among graphics, text, and metaphor systems. Based on this analysis, the skill generates detailed, clearly structured English image-generation prompts for infographic recreation, visual research, design references, brand content exploration, and concept development. Whether you provide an existing image or an idea for a theme and visual direction, you will receive prompts designed for closer structural reproduction rather than broad descriptions of style.
Find your next favorite skill
Explore more curated AI skills for research, creation, and everyday work.