AI VISIBILITY BENCHMARKS
AI 可见性基准 · AI Visibility Benchmarks
品牌在 AI 回答中被引用的频率有多高？以下为 AI4Marketing GEO 监测网络的匿名聚合数据。
How often do AI answers cite brands? Anonymized aggregates from the AI4Marketing GEO tracking network.
📊
基准数据正在积累中：GEO 监测网络的探测结果达到可发布的样本量后，本页会自动展示各引擎的匿名引用率。
Benchmark data is accumulating — engine-level anonymized citation rates will appear here automatically once the tracking network reaches a publishable sample size.
样本量提示 · Small-sample notice：当前样本量不足 10 次探测，数字仅供方向性参考，尚不具备统计显著性。 Current sample is under 10 probes; figures are directional only and not statistically significant.
方法论 · Methodology
- 数据来源：用户在 GEO 监测中配置的品牌关键问题，由平台定期向各 AI 引擎发起探测。Data source: scheduled probes of user-configured brand queries against AI engines.
- 引用判定：AI 回答中出现（或推荐）被监测品牌即计为一次引用。Cited = the AI answer names or recommends the tracked brand.
- 匿名聚合：只发布引擎维度的聚合比率，不含任何品牌名、查询词或用户信息。Only engine-level aggregate rates are published — no brand names, queries or user data.
- 更新频率：页面数据每小时预计算一次。Figures are precomputed hourly.