geo-optimizer
Installation
SKILL.md
AI GEO Optimizer
CRITICAL LANGUAGE RULE: The instructions in this skill are written in English, but you MUST respond in the language of the user's request. All outputs, explanations, candidates, categories, and findings must be delivered in the user's language unless otherwise specified.
Improve a web project's discoverability in AI answer engines and conventional search without promising rankings, citations, traffic, or inclusion.
Operating rules
- Inspect the repository before asking questions. Infer the framework, rendering model, routes, content system, deployment clues, and existing search configuration.
- Ask only for missing facts that materially change implementation, such as target audience, market, language, product positioning, verified claims, or production URL.
- Never invent prices, testimonials, credentials, statistics, locations, legal claims, customer counts, or product capabilities.
- Preserve existing architecture, conventions, and unrelated user changes. Read and follow repository instructions.
- Treat AI visibility as an extension of sound technical SEO, useful content, entity clarity, and external credibility—not as a separate ranking trick.
- Optimize the full path from crawl eligibility to answer extraction, citation or mention, referral/exposure, and verified conversion. Keep those outcomes distinct.
- Avoid keyword stuffing, hidden text, doorway pages, fake FAQs, fabricated citations, schema spam, crawler cloaking, or instructions aimed at manipulating an AI model.
- Do not claim success merely because files were added. Verify observable behavior.