Mention and citation move together (gap of 13 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 Oclean and what products are they known for?
Oclean is a digital oral-care brand best known for smart electric toothbrushes and water flossers (oral irrigators). (oclean.com) ### What they’re known for - Smart sonic electric toothbrushes: Oclean’s X series (and related models) are positioned as “smart” brushes—typically pairing with an app and/or using on-device features like guidance/feedback about brushing areas. (oclean.com) - Long battery life (on many models): Oclean highlights battery perform
Prompt: How does Oclean compare with its main competitors?
Oclean’s main competitors in electric toothbrushes are generally Oral-B (including the iO line) and Philips Sonicare (especially their premium “smart” models). Here’s how Oclean typically compares across the biggest decision points: ## 1) Cleaning tech: similar “premium sonic,” different head/drive strategy - Oclean is positioned around sonic brushing (high-frequency vibrations) plus smart guidance. Its marketing emphasizes long battery life on some models (e.g., Flow up to very long per-charge claims). (oclean.com)
Prompt: Which brands do buyers in US usually consider when shopping for electric toothbrushes?
When shopping for electric toothbrushes in the United States, buyers primarily consider a few dominant heritage brands, along with several emerging direct-to-consumer and value-focused options. Market data and consumer reviews consistently highlight the following brands: ### 1. The Market Leaders (Dominant Consideration) These two brands account for the vast majority of market share and are almost always on shortlists for US consumers: Oral-B (owned by Procter & Gamble): Market Position: Oral-B is the clear market leader. Recent data indicates it holds approximately 38–41% of t
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.
From baseline to remeasurement
What this measurement produced, and what comes next
Baseline measurement
Done: 8 responses, mention 63% / recommendation 63% / citation 50%.
Real sampled results, each one inspectableActions from the diagnosis
对标采样中出现频次最高的竞品:Oral-B、Philips、DiamondClean 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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4 prompts × 2 AI platforms, results in minutes, including raw answers and actions.