Visibility42.5Weak
Mention and citation move together (gap of 0 points), suggesting no obvious barrier to being cited.
Raw answers
What the AIs actually said (3 excerpts)
Prompts and answers are unedited results of real calls—verify them yourself.
Prompt: What is Sportneer and what products are they known for?
Sportneer is a fitness gear brand/company that sells home and portable exercise equipment—positioning itself as providing easy-to-use fitness products you can use “whenever and wherever you want.” (sportneer.com) What they’re known for (product categories): - Adjustable weighted training gear (especially adjustable weighted vests and similar portable resistance/weight products). ([sportneer.com](https://www.sportneer.com/products/sportneer-adjustable-weighted-vest-2-42lbs?utm_source=o
Prompt: How does Sportneer compare with its main competitors?
Sportneer is mostly a budget-to-midrange home fitness accessories brand (e.g., adjustable weighted vests, resistance bands/tubing-style sets, suspension-training style straps). (sportneer.com) So it tends to compare differently depending on which Sportneer category you mean. Below are the most common “main competitors” by category and the typical tradeoffs. ## 1) Adjustable weighted vests Sportneer vs TRX (and other premium vest brands) - Price/value: Sportneer generally positions lower-cost options (e.g., “2–18 lbs” and hi
Prompt: Which brands do buyers in US usually consider when shopping for fitness accessories?
When US shoppers look for fitness accessories, they typically consider a mix of (1) big athletic-apparel brands and (2) specialist fitness-gear brands. Based on US brand-awareness / consideration research, the most commonly recognized athletic brands include: ### Major athletic brands US buyers frequently consider - Nike (statista.com) - adidas ([statista.com](https://www.statista.com/statistics/1343534/most-well-known-sportswear-brands-in-the-united-states/?utm_
Who else came up
Other brands the AIs brought up
Counts are mentions across this prompt set—a read on the competitive set inside AI answers.
Gym3Category3Armour2Lululemon2Ankle2
From baseline to remeasurement
What this measurement produced, and what comes next
Baseline measurement
Done: 8 responses, mention 50% / recommendation 25% / citation 50%.
Real sampled results, each one inspectableActions from the diagnosis
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。 (estimated)对标采样中出现频次最高的竞品：Adjustable、Gym、Category 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。 (observed)Remeasurement after optimization
Not started yet. A remeasurement re-runs the same frozen prompts and model versions, reporting only what changed—no causal claims, because AI answers fluctuate and a single before/after pair cannot prove the optimization caused it.
This slot will hold the real comparison once the first optimization experiments finish
Note: every number on this page is a baseline measurement, not a promise of improvement. We do not publish uplift figures that have not happened yet.
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