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SaberAloui
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geo

Audit and rewrite web content for citation by AI answer engines.

Updated Jul 10, 2026
Search Tags:#chatgpt#perplexity#content audit#geo#schema markup#ai search#generative engine optimization
One-click install
npx skills add https://github.com/SaberAloui/agri-hub --skill geo-saberaloui
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo
Source: https://github.com/SaberAloui/agri-hub/tree/main/.local/secondary_skills/geo
Command: npx skills add https://github.com/SaberAloui/agri-hub --skill geo-saberaloui

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Content optimized only for traditional search engines often gets ignored by AI engines like ChatGPT, Perplexity, and Google AI Overviews, which synthesize answers instead of ranking pages. This Skill helps you audit, rewrite, and create content so it gets cited and quoted by these AI engines. ## Core Features & Use Cases - GEO Audits: Score existing pages against a 100-point scorecard covering direct answerability, authority and citations, structure, topical depth, and technical optimization, with an optional PDF report. - GEO-Optimized Content Creation: Write new blog posts, product pages, FAQs, documentation, landing pages, and comparison pages using answer-first structures, statistics, expert quotes, and schema markup. - GEO Strategy: Build a content roadmap with target prompts, gap analysis, platform-specific tactics for ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot, plus a measurement framework. - Use Case: A marketing team wants their blog cited when users ask ChatGPT about their product category. Use this Skill to audit their top pages, rewrite them with direct answer blocks and sourced statistics, and plan new content targeting high-value prompts. ## Quick Start Audit the attached blog post for GEO readiness and rewrite the sections that need improvement.

Frequently Asked Questions about geo

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I optimize content for ChatGPT and Perplexity citations?▼

Lead each section with a direct answer in the first 40-60 words, add sourced statistics and named expert quotes, and use structured formats like lists, tables, and FAQ sections. Also ensure AI crawlers like GPTBot and PerplexityBot are not blocked in robots.txt.

What is the difference between GEO and traditional SEO?▼

Traditional SEO ranks pages in search results, while GEO optimizes content to be cited inside AI-synthesized answers. GEO prioritizes direct answerability, quotable statements, and authority signals, though strong traditional SEO still feeds Google AI Overviews and Bing Copilot.

How do I audit an existing page for AI search visibility?▼

Score the page across five categories worth 20 points each: direct answerability, authority and citations, structure and formatting, topical depth, and technical optimization. The audit produces a 100-point readiness score with prioritized recommendations.

Does schema markup help with AI engine citations?▼

Yes, JSON-LD schema such as Article, FAQPage, HowTo, and Product helps AI engines parse content type and structure. It has the highest impact on Google AI Overviews, which uses structured data to render rich source cards.

Which content changes have the biggest impact on AI visibility?▼

Research cited in this Skill shows statistics add about 33.9% visibility, expert quotes about 32%, fluent writing about 30%, and authoritative citations about 30.3%. Adding a direct answer block in the first 40-60 words is the single highest-impact structural change.

When should I not prioritize GEO over traditional SEO?▼

GEO and SEO compound rather than compete, so you should not abandon traditional SEO. Google AI Overviews and Bing Copilot still rely heavily on search rankings, backlinks, and domain authority when selecting sources to cite.

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