可见度41.4弱
在 7 条回答里，AI 有 4 次提到 Yesoul，但一次都没有引用它的页面——所有流量都被送去了第三方。
原始回答
AI 原话（3 条摘录）
提问与回答均为真实调用结果，未作修饰，可自行复核。
提问：What is Yesoul and what products are they known for?
Yesoul (often branded as YESOUL®) is a home fitness technology brand. It’s known for making connected, gym-style exercise equipment for home use—especially exercise bikes—aimed at delivering an interactive/“smart” workout experience. (yesoulhomegym.com) ### What products are they known for? 1. Smart indoor cycling / exercise bikes (their main category) - Yesoul sells multiple indoor cycling bike models (e.g., “smart” bikes with screens/app-focused home training). ([yesoulhomegym.com](https://www.yesoulhomegym.com/en/product?utm_so
提问：How does Yesoul compare with its main competitors?
Yesoul mainly competes in the connected home fitness equipment space (especially spin bikes, treadmills, and rowers), where the “main competitors” are brands that offer either (a) a studio-class subscription experience or (b) a similar connected/BT-enabled workout experience at a lower price. ## 1) Versus Peloton (the most direct “connected classes” competitor) Where Yesoul is stronger - Lower cost / “Peloton alternative” positioning. Multiple third-party pieces describe Yesoul as a more affordable option compared with Peloton’s typically higher price. ([cyclingweekly.c
提问：Which brands do buyers in US usually consider when shopping for exercise bikes?
In the US, when buyers shop for exercise bikes (especially at-home indoor cycling/spin bikes), they commonly consider brands in a few “tiers,” based on brand awareness and where major reviewers/testers focus. Most commonly considered / best-known brands - Peloton - Schwinn - NordicTrack - ProForm (consumerreports.org) Other brands that frequently come up in US home-gym shopping - Echelon - Bowflex - Sunny Health & Fitness - Life Fitness - Stages - *Matrix
同台竞品
AI 在回答里还提到了谁
数字为这批提问中被提及的次数，可据此判断 AI 心智里的竞争格局。
Echelon4Fitness4Bowflex3Apple3NordicTrack2
从基线到复测
这次实测产出了什么，下一步是什么
基线实测
已完成：7 条回答，提及 57% / 推荐 43% / 引用 0%。
真实采样结果，可逐条复核诊断出的行动项
发布可被直接引用的原始证据 把参数、价格区间、对比数据、实测结果写成独立页面，让 AI 有可引用的出处而非转述第三方。
采样中官网被引率 0%，AI 即使提到你也没有引用你的站点。（经验推断）对标采样中出现频次最高的竞品：Echelon、Fitness、Bowflex 查看这些品牌在哪些页面与话题上被 AI 引用，找出你缺失的内容位。
来自本次采样中竞品提及次数统计。（实测得出）优化后复测
尚未开始。复测会冻结同一批提问与模型版本再跑一次，只报告观测到的变化，不做因果断言——因为 AI 回答本身有波动，单次对比无法证明是优化起了作用。
首批优化实验完成后，这一栏会替换为真实复测对比
说明：本页所有数字都是基线实测值，不是优化效果的承诺。我们不会在这里放置尚未发生的提升幅度。
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4 条提问 × 2 个 AI 平台，几分钟出结果，包含原始回答与行动项。