AI Visibility Diagnosis Report
小象超市
Keyword: 超市 | Competitor: 盒马
59
AI Visibility Score
(0–100)
33
Discovery Score
Found even when users don't know you?
100
Brand Score
How AI describes you — sentiment-weighted
"小象超市's AI visibility in '超市' is Fair, with a significant gap in '类型' scenarios"
Report Date: 2026-04-10 · Query Scenarios: 4 · Sources: GPT / Claude / Kimi + Tavily
30-SECOND SUMMARY
小象超市 has notable gaps — 2 scenarios where AI never mentions you.
59
AI Score
-10 below industry avg
2
AI Blind Spots
2/4 scenarios absent
「在中国哪里可以在线购买生鲜食品？…」
2
AI Consensus
2/4 agreed by all LLMs
「小象超市提供什么服务？…」
T0 · BASELINE AWARENESS PROBE
AI First Impression of 小象超市
Before designing any query, we asked 4 AIs: "Do you know what 小象超市 is?"
This is the brand's awareness baseline in the AI world — the foundation for all subsequent scenario probes.
1/4
LLMs That Know Brand
T0 Baseline Awareness
Low
Overall Awareness Level
T0 Summary:一句话总结：4个LLM对这个品牌的整体认知水平（有一定认知）
EN: 小象超市 (Little Elephant Supermarket) is a Chinese online grocery platform that focuses on providing fresh produce and daily necessities to consumers. It offers a wide range of produc...
ZH: 小象超市是一家中国的线上超市，主要提供生鲜食品、日用品等商品的在线购物服务。用户可以通过手机应用程序方便地购买所需商品，并选择送货上门或自提服务。
EXECUTIVE SUMMARY
Executive Summary
3 Key Findings
- In 16 query scenarios, 小象超市 appeared in 50% — above industry average
- EN LLMs (GPT/Claude) hit rate 50%, Non-EN LLMs (Kimi/DeepSeek) hit rate 0% — significant cross-language gap detected
2 Urgent Actions
P0 This Month
覆盖AI盲区：在中国哪里可以在线购买生鲜食品？
在「在中国哪里可以在线购买生鲜食品？」这个场景，所有AI均未提到 小象超市。建议发布直接回答这个问题的英文内容（FAQ/博客/对比文），让AI能引用到你。...
P0 This Month
覆盖AI盲区：中国有哪些有名的电商超市？
在「中国有哪些有名的电商超市？」这个场景，所有AI均未提到 小象超市。建议发布直接回答这个问题的英文内容（FAQ/博客/对比文），让AI能引用到你。...
CHAPTER 1
Visibility Overview
59
AI Visibility Score (0–100)
50%
Query Hit Rate
Mentions / Total Queries
#1.0
Avg. Rank
Position when mentioned
Scenario Coverage
✓ 品牌认知✓ 品牌深度✗ 场景✗ 类型
CHAPTER 2
LLM Performance Breakdown
100%
LLM Consistency
Strong consensus across LLMs
50%
EN LLM Hit Rate
GPT / Claude
0%
Non-EN LLM Hit Rate
Kimi
🔍 Level 1 · Discovery
0% hit (0/2)
✗ Gap
When users don't know 小象超市, does AI proactively recommend it?
| Query Scenario | GPT-4o
EN | Claude Sonnet
EN |
|---|
类型
What are the famous e-commerce supermark... | ✗ | ✗ |
🎯 Level 2 · Scenario
0% hit (0/2)
✗ Gap
When users solve specific problems, does 小象超市 appear?
| Query Scenario | GPT-4o
EN | Claude Sonnet
EN |
|---|
场景
Where can I buy fresh groceries online i... | ✗ | ✗ |
🏷 Level 3 · Brand Awareness
100% hit (2/2)
⚡ First hit at this level
Users know 小象超市 — does AI?
| Query Scenario | GPT-4o
EN | Claude Sonnet
EN |
|---|
品牌认知
What is Little Elephant Supermarket? | ✓ #1 | ✓ #1 |
🔬 Level 4 · Brand Depth
100% hit (2/2)
How deep is AI's knowledge of 小象超市's technical details and competitors?
| Query Scenario | GPT-4o
EN | Claude Sonnet
EN |
|---|
品牌深度
What services does Little Elephant Super... | ✓ #1 | ✓ #1 |
Representative descriptions of 小象超市 by each LLM
"小象超市是中国流行的在线杂货购物平台，提供新鲜农产品和日常必需品。"
"小象超市专注于新鲜食品零售，提供多种生鲜产品和日常必需品。"
LAYER 1 · CROSS-LLM
Cross-LLM Intelligence
Across 4 probe scenarios, we analyzed where LLMs agree, diverge, and go silent on 小象超市.
Scenarios where all LLMs agree — high-confidence signal
「小象超市提供什么服务？」
Mentioned by:ChatGPT Claude
ChatGPT：Little Elephant Supermarket, a well-known e-commerce supermarket in China, offer…
Claude：# Little Elephant Supermarket Services
Little Elephant Supermarket (小象超市) is a…
「小象超市是什么？」
Mentioned by:ChatGPT Claude
ChatGPT：Little Elephant Supermarket, known as 小象超市 (Xiao Xiang Chao Shi) in Chinese, is…
Claude：# Little Elephant Supermarket (小象超市)
Little Elephant Supermarket is a **Chinese…
Some LLMs mention this, others don't — notable gap
No divergence scenarios found
No LLM mentions your brand here — critical gaps to address
「在中国哪里可以在线购买生鲜食品？」
Not mentioned:ChatGPT Claude
「中国有哪些有名的电商超市？」
Not mentioned:ChatGPT Claude
CHAPTER 3
User Decision Journey
At which stage of the buying journey does AI lose track of you?
💡 Awareness
50%
类型 · 场景 · 品牌认知 · 品牌深度
Sentiment Drift Detection
✓ Sentiment consistent across all stages — no trust gap detected
CHAPTER 4
Content Source Audit
33%
Authority-Weighted Coverage
Presence in high-authority sources
Coverage by Source Authority
| Source Type | Brand Mentions | Coverage |
|---|
| 社区平台 |
1/3 |
|
| 普通来源 |
4/12 |
|
Backlink Audit (authority of sources that cite you)
| Domain | Authority Level | Recognition |
|---|
| zhuanlan.zhihu.com |
普通来源 |
✓ Widely Recognized |
| app.sensortower.com |
普通来源 |
⚠ Limited Reach |
| xueqiu.com |
普通来源 |
✓ Widely Recognized |
Top Cited Sources
| www.youtube.com |
2 citations |
| cross-border-magazine.com |
1 citations |
| easycommerce.dev |
1 citations |
| github.com |
1 citations |
| www.taxually.com |
1 citations |
| zhuanlan.zhihu.com |
1 citations |
ACTION ROADMAP
Action Roadmap
覆盖AI盲区：在中国哪里可以在线购买生鲜食品？
在「在中国哪里可以在线购买生鲜食品？」这个场景，所有AI均未提到 小象超市。建议发布直接回答这个问题的英文内容（FAQ/博客/对比文），让AI能引用到你。
Platform: Reddit / Trustpilot / YouTube / Google Shopping
覆盖AI盲区：中国有哪些有名的电商超市？
在「中国有哪些有名的电商超市？」这个场景，所有AI均未提到 小象超市。建议发布直接回答这个问题的英文内容（FAQ/博客/对比文），让AI能引用到你。
Platform: Reddit / Trustpilot / YouTube / Google Shopping
⚡ Quick Wins — Start immediately
APPENDIX
Appendix · Raw Query Log
Methodology: 8 standard query types + Autosuggest long-tail expansion, tested on GPT-4o-mini / Claude Sonnet / Kimi, results parsed by GPT-4o-mini
| Scenario | Query | Mentioned | Sentiment |
|---|
| 类型 |
What are the famous e-commerce supermarkets in China?... |
✗ |
Not Mentioned |
| 场景 |
Where can I buy fresh groceries online in China?... |
✗ |
Not Mentioned |
| 品牌认知 |
What is Little Elephant Supermarket?... |
✓ #1 |
Positive |
| 品牌深度 |
What services does Little Elephant Supermarket offer?... |
✓ #1 |
Positive |
⚓ Anchor AI Visibility System · Recommended monthly re-scan · Generated in —
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.
📐 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.
STEP 2 · AUDIENCE × GROUP ACTIVATION
Audience Resonance × Group Activation
Who does the narrative reach? Which social groups will carry the signal forward?
Left: signals received by cross-platform audiences. Right: corresponding group activation intensity.
📡 Top audiences by signal strength
Propagation Readiness: Not Propagable
Audience signal cards unavailable
※ Showing top 3 audiences by signal strength
🔥 Sandtown Group Activation Top 8
No activation data available
🏙️
Sandtown 传播推演 · Pro 专属
升级 Pro，解锁 100 个虚拟市民的真实传播仿真——
谁最先接受信号？谁是天然放大器？哪个群体会反弹？
从叙事到扩散，全链路推演。
升级 Pro → 解锁推演