AI Visibility Diagnosis Report
Gate
Keyword: crypto exchange
76
AI Visibility Score
(0–100)
60
Discovery Score
Found even when users don't know you?
100
Brand Score
How AI describes you — sentiment-weighted
"Gate's AI visibility in 'crypto exchange' is Good, with a significant gap in '类型' scenarios"
Report Date: 2026-04-09 · Query Scenarios: 6 · Sources: GPT / Claude / Kimi + Tavily
T0 · BASELINE AWARENESS PROBE
AI First Impression of Gate
Before designing any query, we asked 4 AIs: "Do you know what Gate is?"
This is the brand's awareness baseline in the AI world — the foundation for all subsequent scenario probes.
4/4
LLMs That Know Brand
T0 Baseline Awareness
High
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: Gate is a digital asset trading platform that allows users to buy, sell, and trade a variety of cryptocurrencies. It provides features such as spot trading, futures trading, and va...
ZH: Gate是一种加密货币交易平台，提供用户买卖各种数字资产的服务。它支持多种交易对和金融工具，旨在为用户提供安全、便捷的交易体验。
EN: Gate could refer to several things, but most commonly:
**Gate.io** is a cryptocurrency exchange platform where users can buy, sell, and trade digital currencies and tokens. It pro...
ZH: Gate通常指Gate.io，是一个全球性的加密货币交易平台。它为用户提供数字资产交易服务，包括现货交易、期货合约、杠杆交易等多种交易方式，支持数百种加密货币的买卖和兑换。
EN: GATE (Graduate Aptitude Test in Engineering) is an all-India examination that primarily assesses the comprehensive understanding of various undergraduate subjects in engineering, t...
ZH: Gate是一个去中心化的加密货币交易平台，它允许用户交易各种加密货币和代币。Gate的主要功能是提供一个安全、高效的交易环境，让用户能够轻松地进行加密货币的买卖和交换。此外，Gate还提供一些额外的服务，如保证金交易和杠杆交易。
EN: Gate is a cryptocurrency exchange and blockchain ecosystem that provides trading services for a wide range of digital assets. It offers spot and futures trading, along with service...
ZH: Gate是一个多功能的区块链生态系统，提供数字资产管理和Web3服务，例如加密货币钱包、交易所以及NFT市场。它旨在为用户提供一站式的区块链金融解决方案。
EXECUTIVE SUMMARY
Executive Summary
3 Key Findings
- In 36 query scenarios, Gate appeared in 67% — above industry average
- EN LLM hit rate 66%, Non-EN LLM hit rate 66% — consistent across platforms
2 Urgent Actions
Ongoing: 持续监测竞品内容策略 (定期复查)
CHAPTER 1
Visibility Overview
76
AI Visibility Score (0–100)
67%
Query Hit Rate
Mentions / Total Queries
#1.0
Avg. Rank
Position when mentioned
Scenario Coverage
✓ 品牌认知✓ 品牌深度✗ 类型✗ 场景
CHAPTER 2
LLM Performance Breakdown
100%
LLM Consistency
Strong consensus across LLMs
66%
EN LLM Hit Rate
GPT / Claude
66%
Non-EN LLM Hit Rate
Kimi
🔍 Level 1 · Discovery
0% hit (0/4)
✗ Gap
When users don't know Gate, does AI proactively recommend it?
| Query Scenario | GPT-4o
EN | Kimi
Non-EN | DeepSeek
Non-EN | Claude Sonnet
EN |
|---|
类型
What is a cryptocurrency exchange? | ✗ | ✗ | ✗ | ✗ |
🎯 Level 2 · Scenario
0% hit (0/4)
✗ Gap
When users solve specific problems, does Gate appear?
| Query Scenario | GPT-4o
EN | Kimi
Non-EN | DeepSeek
Non-EN | Claude Sonnet
EN |
|---|
场景
How to trade cryptocurrencies on an exch... | ✗ | ✗ | ✗ | ✗ |
🏷 Level 3 · Brand Awareness
100% hit (4/4)
⚡ First hit at this level
Users know Gate — does AI?
| Query Scenario | GPT-4o
EN | Kimi
Non-EN | DeepSeek
Non-EN | Claude Sonnet
EN |
|---|
品牌认知
What is Gate.io? | ✓ #1 | ✓ #1 | ✓ #1 | ✓ #1 |
🔬 Level 4 · Brand Depth
100% hit (12/12)
How deep is AI's knowledge of Gate's technical details and competitors?
| Query Scenario | GPT-4o
EN | Kimi
Non-EN | DeepSeek
Non-EN | Claude Sonnet
EN |
|---|
品牌深度
What trading features does Gate.io offer... | ✓ #1 | ✓ #1 | ✓ #1 | ✓ #1 |
品牌深度
Is Gate.io secure? | ✓ | ✓ | ✓ | ✓ |
品牌深度
How does Gate.io compare to other exchan... | ✓ | ✓ | ✓ | ✓ |
Representative descriptions of Gate by each LLM
"Gate.io is considered a reputable cryptocurrency exchange with security pros and cons."
"Gate.io offers a wide range of services and features compared to other exchanges."
"Gate.io is a long-standing global exchange known for its vast selection of altcoins."
"Gate.io offers a massive selection of cryptocurrencies and trading pairs."
CHAPTER 3
User Decision Journey
At which stage of the buying journey does AI lose track of you?
💡 Awareness
66%
类型 · 场景 · 品牌认知 · 品牌深度 · 品牌深度 · 品牌深度
Sentiment Drift Detection
✓ Sentiment consistent across all stages — no trust gap detected
CHAPTER 4
Content Source Audit
42%
Authority-Weighted Coverage
Presence in high-authority sources
Coverage by Source Authority
| Source Type | Brand Mentions | Coverage |
|---|
| 顶级媒体 |
0/1 |
|
| 行业媒体 |
2/3 |
|
| 社区平台 |
0/1 |
|
| 普通来源 |
4/10 |
|
Backlink Audit (authority of sources that cite you)
| Domain | Authority Level | Recognition |
|---|
| coincub.com |
普通来源 |
✓ Widely Recognized |
| www.tradingview.com |
普通来源 |
✓ Widely Recognized |
| nftplazas.com |
普通来源 |
✓ Widely Recognized |
Top Cited Sources
| www.nerdwallet.com |
2 citations |
| www.quora.com |
1 citations |
| www.reddit.com |
1 citations |
| www.alchemy.com |
1 citations |
| www.forbes.com |
1 citations |
| coincub.com |
1 citations |
ACTION ROADMAP
Action Roadmap
持续监测竞品内容策略
当前曝光表现尚可，建议定期监测竞品的 AI 描述变化，及时调整内容策略。
Platform: 定期复查
⚡ 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 is a cryptocurrency exchange?... |
✗ |
Neutral |
| 场景 |
How to trade cryptocurrencies on an exchange?... |
✗ |
Neutral |
| 品牌认知 |
What is Gate.io?... |
✓ #1 |
Positive |
| 品牌深度 |
What trading features does Gate.io offer?... |
✓ #1 |
Positive |
| 品牌深度 |
Is Gate.io secure?... |
✓ |
Neutral |
| 品牌深度 |
How does Gate.io compare to other exchanges?... |
✓ |
Neutral |
⚓ 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 1 · NARRATIVE SNAPSHOT
AI Dominant Narrative
Aggregates responses from 4 LLMs to extract the "story version" of Gate most widely seen in the AI world.
Dominant Impression
“Gate.io 是一个成立于2013年的全球加密货币交易所，提供多种数字资产和交易功能，适合不同用户。”
quality innovation trust community
Narrative Tone
Neutral
Sentiment
Positive
Narrative Consistency
85/100
Blind Spots:
对安全性和用户体验的具体评价较少 缺乏对竞争对手的深入比较
Language Variation: 中英文描述在品牌功能和特点上基本一致，但中文更强调安全措施。
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
ChatGPT英文用户
Neutral
类似交易平台
加密货币投资者 科技爱好者
Claude英文用户
Neutral
用户界面相似
加密货币投资者 科技爱好者
ChatGPT中文用户
Neutral
类似交易平台
加密货币投资者 年轻人
※ Showing top 3 audiences by signal strength
🔥 Sandtown Group Activation Top 8
STEP 3 · PROPAGATION TIMELINE
Propagation Timeline Forecast
The signal originates from trigger group 社区KOL and spreads along social network connections.
The following timeline is forecast using the Sandtown social graph.
⚡ Opinion Split Warning:
T+1~2
社区KOL 率先感知（数字覆盖 100%，沿社会网络向外扩散）
社区KOL
事务职中产
小自营业主
老年群体
›
T+3~5
信号经高信任连接扩散至第二圈层
基层服务劳工
专业知识层
›
›
T+8+
末端触达 / 数字覆盖低的群体最后接收
公民社会
文化艺术界
商业精英
⚡ Natural Amplifiers
社区KOL
LAYER 3 · SANDTOWN
Sandtown Propagation Simulation