可见度40.0弱
提及与引用基本同步(落差 13 个百分点),说明 AI 引用它的页面时没有明显障碍。
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 Akko and what products are they known for?
Akko (often written as AKKO) is a consumer electronics/peripherals brand that focuses on mechanical keyboard products and the surrounding “desk setup” ecosystem—especially for people who like customizing switches and keycaps. The company positions itself around creating lifestyle-oriented gaming peripherals, and has been in the mechanical keyboard space since 2016. (en.akkogear.com) ### What Akko is known for Akko is especially well known in the mechanical keyboard community for: - Keycaps (including many themed/collection-sty
提问:How does Akko compare with its main competitors?
Akko positions itself in the mechanical keyboard market as a "value-first" brand that competes directly with other budget-to-mid-range manufacturers like Keychron, Royal Kludge (RK), Epomaker, and DrunkDeer. Its strategy relies on offering high feature density—such as gasket mounts, PBT keycaps, multi-mode connectivity, and Hall-effect switches—at price points significantly lower than premium brands (e.g., Wooting, Corsair) or established custom keyboard makers. Here is how Akko compares to its main competitors across key categories: ### 1. Akko vs. Keychron * Design & Aesthetics: Akko typ
提问:Which brands do buyers in US usually consider when shopping for mechanical keyboards?
In the US, buyers typically consider a mix of mainstream gaming/peripherals brands (often sold in big retail/e-shops) and enthusiast mechanical-keyboard brands (often via Amazon, specialty stores, or direct). Commonly considered brands include: ### Mainstream / gaming-oriented (frequently considered in the US market) - Logitech (unmasked.goodfriends.workers.dev) - Corsair ([unmasked.goodfriends.workers.dev](https://unmasked.goodfriends.workers.dev/
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。
Keychron3Competitive3Keycaps2Corsair2
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:8 条回答,提及 50% / 推荐 25% / 引用 38%。
真实采样结果,可逐条复核诊断出的行动项
补齐对比型内容与第三方背书 提供与主流竞品的横向对比、评测引用与用户评价,让 AI 有依据把你放进推荐列表。
采样中推荐率 25%,被提到但未进入推荐位。(经验推断)对标采样中出现频次最高的竞品:Keychron、Competitive、Build 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。