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Citation Monitoring
AI Brand Impression Diagnostic
AI Citation Rate Report
Answer Block GEO Scorer
Competitor AI Citation Comparison
Content Diagnostic
AI Semantic Alignment Analyzer
Chunk Simulator
Content Rewrite Comparator
Token Calculator
Technical Audit
AI Crawlability Checker
AI Visibility Analyzer
Page GEO Health Report
Schema Structured Data Checker
Token Density Checker
Competitive Intel
AI Question Map
Content Freshness Checker
Knowledge Base
GEO Basics
Understand the core shift from SEO to GEO. Learn foundational concepts like answer blocks, RAG, and token density — and how content gets cited in the age of AI.
GEO Tactics
From content structure and authority signals to Schema markup — learn how to get cited by ChatGPT, Perplexity, and Gemini step by step.
GEO Monitoring
Build a GEO monitoring system to track AI citation rates, identify gaps, evaluate optimization results, and drive data-informed iterations.
Radar Signals
The latest developments in AI search and content citation, platform changes, and industry insights to keep you ahead of the GEO curve.
Tech Radar
Deep dives into AI citation mechanics, content retrieval logic, and technical implementation details for content and engineering teams.
Templates & Resources
GEO glossary, SEO vs GEO comparison charts, and content optimization checklists to help you get started with GEO quickly.
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GEO Toolkit
AI Visibility Analyzer
AI Visibility Analyzer
🤖 AI Visibility Analysis
Simulate how LLMs ingest your content — reveal visibility gaps and blind spots.
Generate AI report
初始化 GEO 诊断引擎…
⚡ GEO 底层基建评估
评估站点是否满足 AI 爬虫的抓取与解析标准
🧠 AI 知识转化漏斗
透视网页内容转化为大模型记忆的损耗路径
原始 Token 消耗
0
Tokens
有效信息密度
0%
AI 信号强度 (SNR)
AI 可读净荷
0
Tokens
窗口溢出丢失
0%
超长截断风险
知识切片数量
0
Chunks
语义切片粒度
0
Tokens / Chunk
👁️ 人类视角
用户可见的页面结构
🤖 AI 多模态感知
大模型提取的语义逻辑与截断结果
🤖 语义提取 — AI 实际捕获的核心知识
⚠️ 溢出截断 — 被 AI 强制丢弃的内容
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