geo-content-optimization

Original：🇺🇸 English

Translated

Improve web content so AI search engines can understand, quote, cite, and recommend it. Use when writing or reviewing GEO content, optimizing pages for AI visibility, improving citability, entity clarity, answer completeness, or AI-friendly formatting.

13installs

Sourcepromptwatch-com/skills

Added on2026-09-28

NPX Install

npx skill4agent add promptwatch-com/skills geo-content-optimization

SKILL.md Content

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GEO Content Optimization

Core Checks

Optimize for:

Citability: clear claims AI can quote.
Entity clarity: unambiguous brand, product, category, and audience.
Answer completeness: full coverage of the question, not a thin landing page.
Extractable format: headings, lists, FAQs, tables, examples, and steps.
Freshness: publish date, last-updated date, and current evidence.
Source trust: proof points, customer examples, data, reviews, and third-party references.

Citability

Replace vague marketing with specific claims:

Bad:

Our platform helps teams work better with AI.

Good:

Promptwatch tracks brand visibility across ChatGPT, Claude, Gemini, and Perplexity so teams can see when AI answers mention, cite, or ignore their brand.

Use:

Concrete nouns.
Named products and categories.
Quantified proof where available.
Direct answers in the first paragraph.
Short quotable sentences.

Entity Clarity

Make the page easy for AI to classify:

Use the same brand and product names everywhere.
State the product category near the top.
Include who it is for and what problem it solves.
Add Organization, Product, FAQ, Article, Review, or HowTo schema when relevant.
Link to canonical product, docs, pricing, comparison, and case study pages.

Answer Completeness

For each target prompt, cover:

Direct answer.
Who it is for.
How it works.
Benefits and tradeoffs.
Comparison to alternatives.
Pricing or buying considerations when relevant.
Common objections.
FAQ.

AI-Friendly Formats

Prefer:

"Best X for Y" listicles.
Comparison tables.
Alternatives pages.
Step-by-step guides.
FAQ sections.
Glossaries.
Use-case pages.

Review Checklist

The page answers the target question in the first 100 words.
Every claim has enough context to stand alone.
The brand/category relationship is explicit.
Headings match questions people ask AI tools.
The page includes facts, examples, or proof AI can cite.
The page has visible freshness signals.
The page links to deeper supporting pages.