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GEO Optimizer Lite

Free version — audit your content for AI search citability with the GEO Scorecard. Covers 4 of 8 dimensions.
免费版 — 使用GEO评分卡审核您的内容在AI搜索中的可引用性,涵盖4/8个维度。
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未分类 clawhub v1.0.0 1 版本 100000 Key: 无需
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#ai-search#claude-skills#generative-engine-optimization#geo#latest#perplexity#seo

概述

GEO Optimizer Lite

Audit your content for AI search engine citability. Score pages on how likely Perplexity, ChatGPT, Google AI Overviews, and Bing Copilot are to cite them.

> Want the full audit? GEO Optimizer (Full) includes all 8 scoring dimensions, schema template library, competitive GEO analysis, rewrite suggestions, and multi-page batch auditing.

What Is GEO?

Generative Engine Optimization (GEO) is the practice of optimizing content so AI search engines cite it in their responses. Traditional SEO gets you into Google's index. GEO gets you cited by AI.

How to Use

  1. Provide a URL or paste content
  2. I score it on 4 GEO dimensions
  3. You get a scorecard with specific improvement actions

GEO Scorecard (Lite — 4 of 8 Dimensions)

DimensionWhat It MeasuresScore
-----------------------------------
Factual DensityData points, statistics, specific claims per paragraph/10
Source AttributionCitations, references, methodology transparency/10
Structured FormatHeaders, lists, tables that AI can parse/10
Direct AnswersDoes the content directly answer searchable questions?/10

Total GEO Score: /40 (Lite) or /80 (Full)

Scoring Guide

  • 32-40: Excellent — high citability
  • 24-31: Good — minor improvements needed
  • 16-23: Fair — significant gaps
  • Below 16: Poor — major rewrite recommended

Full Version Adds

  • Entity Coverage (named entities AI recognizes)
  • Freshness Signals (dates, recency indicators)
  • Authority Markers (credentials, expertise signals)
  • Technical Accessibility (schema, meta, page speed)
  • Competitive GEO comparison
  • Rewrite suggestions per dimension

Built by Apex Stack — from real experience optimizing 100K+ pages for AI search.

版本历史

共 1 个版本

  • v1.0.0 当前
    2026-05-07 13:05 安全 安全

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腾讯云安全 (Keen)

安全,无风险
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腾讯云安全 (Sanbu)

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