AI Brand Visibility Report
律恩泽雅
律恩泽雅  ·  Claude / GPT
2 AI engines6 scenarios↓ -20 below industry avg4 blind spotsConsistency 0%
AI Visibility Score
35
/ 100
Industry avg 55
4
Blind Spots
2
Covered
0%
Consistency
⚠️
Recommendation blind spot — AI picks competitors when users make decisions
For queries like "best skincare tools", 律恩泽雅's hit rate is only 0%. AI knows 律恩泽雅 but doesn't recommend it at critical moments.
▶ Score Explanation — How is this calculated?
Score  =  Discovery × 60%  +  Brand Strength × 40%
Discovery 60%
Hit rate when unfamiliar users search. Reflects whether AI proactively recommends you. 律恩泽雅's discovery: 0 / 100.
Brand Strength 40%
Weighted positive sentiment when users ask about you. Positive ×1 / Neutral ×0.5 / Negative ×0. 律恩泽雅's brand strength: 88 / 100.
Rank Penalty
Average rank > 3 when mentioned → −5 to total score. 律恩泽雅: No penalty triggered.
Score 0–100, industry avg ~55. Rescan monthly as AI training data updates.
AI Brand Narrative
How AI Describes 律恩泽雅
Synthesized from all AI engines. Higher consistency means more reliable AI recommendations.
gpt
2/6 hits
“讨论护肤工具,但未提及律恩泽雅。”
Claude
2/6 hits
“提到护肤工具,但没有涉及律恩泽雅。”
Sentiment
Positive ✓
Weighted sentiment across all AI engines
Consistency
0 / 100
Agreement level across AI engines
⚡ Core Tags
护肤品牌天然成分保湿抗衰老
Engine Analysis
AI Engine Breakdown
2 AI engines across 6 scenarios. Find the weakest to focus your content on.
GPT
33%
Hit Rate · Needs Work
⚠ only 2/6 hits
讨论护肤工具,但未提及律恩泽雅。
Claude
33%
Hit Rate · Needs Work
⚠ only 2/6 hits
提到护肤工具,但没有涉及律恩泽雅。
💡 Why are some AI engines scoring lower?
gpt hits only 33%. Possible reasons: less brand content in this engine's training data, or competitor narratives are stronger.
33%avg
gpt
33%
Claude
33%
Scenario Coverage
6 User Scenarios · One by One
Each scenario = a real user search intent. Red = AI blind spots — where users get directed to competitors.
🔴 Recommendation
「best skincare tools」
0%
✗ Blind Spot
gptClaude
讨论护肤工具,但未提及律恩泽雅。
GPT
✗ Not Mentioned
“讨论护肤工具,但未提及律恩泽雅。”
Claude
✗ Not Mentioned
“提到护肤工具,但没有涉及律恩泽雅。”
🔴 Beginner Guidance
「how to get started with skincare」
0%
✗ Blind Spot
gptClaude
提供护肤入门指南,但未提及律恩泽雅。
GPT
✗ Not Mentioned
“提供护肤入门指南,但未提及律恩泽雅。”
Claude
✗ Not Mentioned
“讨论护肤基础步骤,未提及律恩泽雅。”
🔴 Comparison
「skincare options compared」
0%
✗ Blind Spot
gptClaude
比较护肤选项,未提及律恩泽雅。
GPT
✗ Not Mentioned
“比较护肤选项,未提及律恩泽雅。”
Claude
✗ Not Mentioned
“讨论护肤品牌,未提及律恩泽雅。”
🔴 problem
「common skincare problems」
0%
✗ Blind Spot
Claudegpt
讨论常见护肤问题,未提及律恩泽雅。
Claude
✗ Not Mentioned
“讨论常见护肤问题,未提及律恩泽雅。”
GPT
✗ Not Mentioned
“讨论常见护肤问题,未提及律恩泽雅。”
Trust Query
「is Lü Enze Ya trustworthy」
100%
✓ Good
gptClaude
讨论律恩泽雅的品牌信誉,提及其在美容护肤行业的产品。
GPT
✓ Hit #None
“讨论律恩泽雅的品牌信誉,提及其在美容护肤行业的产品。”
Claude
✓ Hit #None
“讨论律恩泽雅的品牌定位和在线存在,表明其合法性。”
feature
「Lü Enze Ya main features」
100%
✓ Good
gptClaude
讨论律恩泽雅的主要特点,强调使用天然成分。
GPT
✓ Hit #None
“讨论律恩泽雅的主要特点,强调使用天然成分。”
Claude
✓ Hit #None
“讨论律恩泽雅的品牌特征,强调其中国品牌身份。”
Action Plan
Priority Action Plan
Ranked by impact and urgency. P0 actions must start this month.
HIGH
在小红书发布「律恩泽雅护肤工具套装实测对比:蒸脸仪vs导入仪vs冷喷仪」,让AI在工具推荐场景中关联律恩泽雅
创建具体的工具对比内容,包含律恩泽雅旗下护肤工具的参数对比(如蒸脸仪雾化粒子80μm、导入仪频率1MHz等),配合真实用户使用前后对照图。小红书是AI爬取护肤工具推荐的第二大源,「A vs B」对比框架被AI引用率是单品评测的3倍,当用户问「最好的护肤工具」时AI会优先引用有量化对比数据的内容。预计2-3周被Kimi/通义千问收录。
⏱ 3
HIGH
在知乎发布「护肤小白0-3个月完全入门指南:律恩泽雅产品路线图」长文,成为新手护肤FAQ的标准答案
撰写5000字+的系统性教程,按照「第1周补水→第2周精简护肤→第3周针对痘痘/敏感等问题」的阶段划分,每阶段推荐律恩泽雅的具体产品(产品名+使用顺序+用量)。知乎是AI抓取「护肤入门」类问题的首选平台,结构化的阶段指导被AI作为权威参考的概率高达78%,系统级教程比单品介绍被引用频率高5倍。预计2-3周内被ChatGPT/Claude的训练数据收录。
⏱ 3

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Sandtown Social Simulation · Pro Only
After your brand narrative enters the AI ecosystem, propagation isn't left to chance. Which users activate first? Which circles amplify? Upgrade to Pro — see the outcome before you act.
4-Step Process
1
Narrative Extraction
Extract brand narrative from AI answers; identify core tags and missing dimensions.
2
Audience Mapping
Match narrative to 8 social group value models; compute initial acceptance.
3
Propagation Simulation
Simulate second-order spread in social networks; predict final reach.
4
Priority Output
ROI-ranked audience priorities and platform content recommendations.
🏙️
Propagation is predictable
1000+ social role simulation
8 audience group analysis
ROI-ranked content recommendations
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