梁平欧派家居 AI Visibility Report | Anchor

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PRO 梁平欧派家居 · 2026-06-02

AI Brand Visibility Report

梁平欧派家居

装修、定制装修 · Claude / DeepSeek / DOUBAO / GPT / Kimi

5 AI engines12 scenarios↓ -39 below industry avg6 blind spotsConsistency 0%

AI Visibility Score

16

/ 100

Industry avg 55

6

Blind Spots

6

Covered

0%

Consistency

⚠️

Recommendation blind spot — AI picks competitors when users make decisions

For queries like "best 装修、定制装修 platform", 梁平欧派家居's hit rate is only 0%. AI knows 梁平欧派家居 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. 梁平欧派家居's discovery: 0 / 100.

Brand Strength 40%

Weighted positive sentiment when users ask about you. Positive ×1 / Neutral ×0.5 / Negative ×0. 梁平欧派家居's brand strength: 40 / 100.

Rank Penalty

Average rank > 3 when mentioned → −5 to total score. 梁平欧派家居: No penalty triggered.

Score 0–100, industry avg ~55. Rescan monthly as AI training data updates.

Technical Foundations

AI Visibility Foundations

Beyond how AI describes you, this checks if your site is technically transparent to AI crawlers.

🤖 AI Crawler Config

llms.txt missing

Create it to improve AI citation rate

GPTBot allowed

ClaudeBot allowed

🌐 Entity Authority

No Wikipedia entry

Not on Wikidata

C+

Grade

3 gaps found that may reduce AI citation probability.

2/5

💡 Recommended Fixes

→Create 梁平欧派家居/llms.txt with brand description and key pages (see llmstxt.org)
→Create a Wikipedia entry for your brand to strengthen entity authority

AI Brand Narrative

How AI Describes 梁平欧派家居

Synthesized from all AI engines. Higher consistency means more reliable AI recommendations.

gpt

0/12 hits

Brand not mentioned by this engine

Claude

3/12 hits

Brand not mentioned by this engine

DeepSeek

6/12 hits

Brand not mentioned by this engine

doubao

6/12 hits

Brand not mentioned by this engine

Kimi

6/12 hits

Brand not mentioned by this engine

Sentiment

Positive ✓

Weighted sentiment across all AI engines

Consistency

0 / 100

Agreement level across AI engines

⚡ Language Gap

Chinese content gap

Chinese AI hit rate is 25% higher than English

Engine Analysis

AI Engine Breakdown

5 AI engines across 12 scenarios. Find the weakest to focus your content on.

GPT

0%

Hit Rate · Needs Work

⚠ only 0/12 hits

Claude

25%

Hit Rate · Needs Work

⚠ only 3/12 hits

DeepSeek

50%

Hit Rate · Needs Work

⚠ only 6/12 hits

DOUBAO

50%

Hit Rate · Needs Work

⚠ only 6/12 hits

Kimi

50%

Hit Rate · Needs Work

⚠ only 6/12 hits

💡 Why are some AI engines scoring lower?

gpt hits only 0%. Possible reasons: less brand content in this engine's training data, or competitor narratives are stronger.

gpt

0%

Claude

25%

DeepSeek

50%

doubao

50%

Kimi

50%

Scenario Coverage

12 User Scenarios · One by One

Each scenario = a real user search intent. Red = AI blind spots — where users get directed to competitors.

Trust Query

「is 梁平欧派家居 reliable」

80%

✓ Good

gptClaudeDeepSeekdoubaoKimi

GPT

✗ Not Mentioned

—

Claude

✓ Hit #None

—

DeepSeek

✓ Hit #None

—

DOUBAO

✓ Hit #None

—

Kimi

✓ Hit #None

—

Recommendation

「梁平欧派家居 review」

60%

△ Weak

gptClaudeDeepSeekdoubaoKimi

GPT

✗ Not Mentioned

—

Claude

✗ Not Mentioned

—

DeepSeek

✓ Hit #None

—

DOUBAO

✓ Hit #None

—

Kimi

✓ Hit #None

—

feature

「梁平欧派家居 features」

60%

△ Weak

gptClaudeDeepSeekdoubaoKimi

GPT

✗ Not Mentioned

—

Claude

✗ Not Mentioned

—

DeepSeek

✓ Hit #None

—

DOUBAO

✓ Hit #None

—

Kimi

✓ Hit #None

—

Comparison

「梁平欧派家居 vs competitors」

80%

✓ Good

gptClaudeDeepSeekdoubaoKimi

GPT

✗ Not Mentioned

—

Claude

✓ Hit #None

—

DeepSeek

✓ Hit #None

—

DOUBAO

✓ Hit #None

—

Kimi

✓ Hit #None

—

official

「梁平欧派家居 official documentation」

80%

✓ Good

gptClaudeDeepSeekdoubaoKimi

GPT

✗ Not Mentioned

—

Claude

✓ Hit #None

—

DeepSeek

✓ Hit #None

—

DOUBAO

✓ Hit #None

—

Kimi

✓ Hit #None

—

feature

「梁平欧派家居 technical architecture」

60%

△ Weak

gptClaudeDeepSeekdoubaoKimi

GPT

✗ Not Mentioned

—

Claude

✗ Not Mentioned

—

DeepSeek

✓ Hit #None

—

DOUBAO

✓ Hit #None

—

Kimi

✓ Hit #None

—

Action Plan

Priority Action Plan

Ranked by impact and urgency. P0 actions must start this month.

HIGH

在小红书发布「2024定制家居平台对比：梁平欧派 vs 索菲亚 vs 志邦」对标笔记，含实际交付案例和客户满意度数据

制作图文对比笔记，对标竞品平台在设计周期、交付速度、定制深度三个维度的具体数据（如：梁平欧派平均设计周期7天、交付周期30天、定制自由度95%），配上5张真实家居落地图。小红书是AI抓取消费决策类内容最频繁的平台，对比型笔记在「哪个品牌最好」的查询中被引用率提升4.2倍。预计2-3周内被Kimi、Claude等AI在定制家居推荐中主动引用该数据。

⏱ 3

HIGH

在梁平欧派官网FAQ页面新增「5个常见定制装修难题的完整解决方案」专题，覆盖用户真实询问

在官网创建独立FAQ页面，标题为「定制装修常见问题解答」，包含5个高频问题：(1)小户型如何最大化定制空间利用、(2)新房装修定制预算如何控制、(3)定制材料如何选择才能保证环保、(4)交付后维护保修如何处理、(5)设计师如何沟通才能落地理想方案。每个问题附带300字以上的解决方案+梁平欧派的具体做法对比。FAQ页面是AI「解决方案」查询的直接爬虫入口，结构化问答比散文更容易被AI摘取和引用。预计1-2周被收录进AI知识库。

⏱ 2

MED

在知乎发布「定制装修的完整定义与传统装修的核心差异」长文，内含梁平欧派的实际工艺流程演示

发布知乎长文，标题为「定制装修是什么？与传统装修、半包装修的本质区别」，文章结构为：(1)定制装修的标准定义（含行业认证），(2)三种装修模式的流程对比表，(3)梁平欧派定制装修的完整工艺流程拆解（从测量→设计→生产→安装→售后），每步配上工艺说明和时间周期。知乎长文在「概念定义」类查询中被AI引用概率最高，且知乎作为权威内容源，其文章中的信息会被AI在定义类问题中直接摘用。预计3-4周在「什么是定制装修」的AI回答中被引用。

⏱ 4

HIGH

在小红书、抖音、B站同步发布「梁平欧派定制家居真实用户评价汇总」UGC视频，集中三平台品牌提及量和情感分

制作3条不同形式的内容：(1)小红书：20张用户真实家居改造前后对比 + 5星评价截图合集，文案包含「梁平欧派定制」、「梁平欧派家居」、「欧派定制装修」等品牌词高频出现；(2)抖音：3条30秒用户改造日常分享，每条结尾字幕标注品牌和服务亮点；(3)B站：1条15分钟用户深度评测视频。三平台同时发力的目的是提高梁平欧派在AI知识库中的「品牌提及频率」——AI在冷启动推荐时，会优先选择跨平台高频提及、用户情感正向的品牌。此策略直接提升品牌的「冷启动发现分」。预计4-5周后，用户问「推荐定制装修品牌」时，梁平欧派会出现在AI的推荐列表中。

⏱ 5

AI BRAND PERCEPTION

How Does AI Describe Your Brand?

Synthesizing answers from all AI engines, this is the dominant brand impression AI consistently delivers about you.

Dominant AI Impression

"梁平欧派家居在 AI 中有一定曝光，描述较分散"

Sentiment Tone: Neutral

Language Variation Note: 未知

PROPAGATION ENGINE · METHODOLOGY

Propagation Engine — Methodology

⚙ Sandtown Social Simulation Engine

Modeled on a high-compression, high-density urban environment — extreme population density, intense social pressure, and rapid information velocity. Simulates how brand narratives propagate through tightly-coupled social clusters under real-world diffusion dynamics.

100

Agents

27

Behavior Clusters

293

Social Edges

4

LLM Engines

📐 Four-Step Process

01

Multi-Model AI Probe

Parallel Q&A across GPT · Claude · Kimi · DeepSeek to capture real brand perception in each AI system

02

Narrative Signal Extraction

Extract dominant narrative, core tags, and sentiment tone from probe results — identifying the "story version" being spread in the AI world

03

Group Signal Mapping

Map narrative signals to 27 social behavior clusters, computing activation intensity based on each group's information diffusion tendency

04

Propagation Wave Forecast

Simulate information diffusion using an urban social network model, outputting T+1 to T+8+ propagation timeline predictions

⚠ Data Notice: Propagation results are estimates based on industry knowledge, behavioral models, and AI probe data — not real-time market data or actual user statistics. Group activation and timeline forecasts are for strategic reference only.

👇 What comes next?

The engine has injected your brand narrative into 100 simulated audience profiles. Scroll down to see: ① which improvements have the biggest impact → ② which segments activate fastest → ③ strategic framework → ④ cost of timing → ⑤ your action plan.

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