AI Visibility Diagnosis Report
Gate
Keyword: crypto exchange
67
AI Visibility Score
(0–100)
57
Discovery Score
Found even when users don't know you?
95
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: 2026-04-10 · Query Scenarios: 9 · 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是一种去中心化的数字资产交易平台，提供加密货币的交易和投资服务。它允许用户在全球范围内买卖各种数字资产，并提供安全的交易环境和多种金融工具。
EN: Gate typically refers to Gate.io, a cryptocurrency exchange platform where users can buy, sell, and trade digital assets like Bitcoin and other cryptocurrencies. It provides servic...
ZH: Gate通常指Gate.io，是一家全球性的数字货币交易平台。它提供加密货币的现货交易、合约交易、以及其他数字资产相关的金融服务，用户可以在平台上买卖比特币、以太坊等各种加密货币。
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提供多种交易对，支持现货交易和杠杆交易，旨在为用户提供安全、高效和便捷的数字资产交易服务。
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 54 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
67
AI Visibility Score (0–100)
67%
Query Hit Rate
Mentions / Total Queries
#8.0
Avg. Rank
Position when mentioned
Scenario Coverage
✓ 场景✓ 品牌认知✓ 品牌深度✗ 类型
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 (0/8)
✗ Gap
When users don't know Gate, does AI proactively recommend it?
| Query Scenario | Claude Sonnet
EN | DeepSeek
Non-EN | Kimi
Non-EN | GPT-4o
EN |
|---|
类型
What is a cryptocurrency exchange? | ✗ | ✗ | ✗ | ✗ |
类型
What are the benefits of using a cryptoc... | ✗ | ✗ | ✗ | ✗ |
🎯 Level 2 · Scenario
50% hit (4/8)
⚡ First hit at this level
When users solve specific problems, does Gate appear?
| Query Scenario | Claude Sonnet
EN | DeepSeek
Non-EN | Kimi
Non-EN | GPT-4o
EN |
|---|
场景
How to trade cryptocurrencies on an exch... | ✗ | ✗ | ✗ | ✗ |
场景
How can I invest in cryptocurrencies usi... | ✓ | ✓ | ✓ | ✓ |
🏷 Level 3 · Brand Awareness
100% hit (8/8)
Users know Gate — does AI?
| Query Scenario | Claude Sonnet
EN | DeepSeek
Non-EN | Kimi
Non-EN | GPT-4o
EN |
|---|
品牌认知
What is Gate.io? | ✓ #3 | ✓ #4 | ✓ #2 | ✓ #1 |
品牌认知
What services does Gate.io provide? | ✓ | ✓ | ✓ | ✓ |
🔬 Level 4 · Brand Depth
100% hit (12/12)
How deep is AI's knowledge of Gate's technical details and competitors?
| Query Scenario | Claude Sonnet
EN | DeepSeek
Non-EN | Kimi
Non-EN | GPT-4o
EN |
|---|
品牌深度
What trading features does Gate.io offer... | ✓ #7 | ✓ #9 | ✓ #8 | ✓ #6 |
品牌深度
How does Gate.io compare to other exchan... | ✓ | ✓ | ✓ | ✓ |
品牌深度
Is Gate.io a safe platform for trading? | ✓ | ✓ | ✓ | ✓ |
Representative descriptions of Gate by each LLM
"Gate.io is considered a legitimate and relatively safe cryptocurrency exchange."
"Gate.io is generally considered a safe and reputable cryptocurrency exchange."
"Gate.io offers a wide range of services including spot and margin trading."
"Gate.io is a well-established cryptocurrency exchange with a range of features."
CHAPTER 3
User Decision Journey
At which stage of the buying journey does AI lose track of you?
💡 Awareness
75%
类型 · 场景 · 品牌认知 · 品牌深度 · 品牌深度 · 品牌深度 · 品牌认知 · 场景
Sentiment Drift Detection
✓ Sentiment consistent across all stages — no trust gap detected
CHAPTER 4
Content Source Audit
48%
Authority-Weighted Coverage
Presence in high-authority sources
Coverage by Source Authority
| Source Type | Brand Mentions | Coverage |
|---|
| 行业媒体 |
3/4 |
|
| 社区平台 |
0/2 |
|
| 普通来源 |
3/9 |
|
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 |
| www.businessinsider.com |
行业媒体 |
✓ Widely Recognized |
Top Cited Sources
| www.kraken.com |
2 citations |
| www.quora.com |
1 citations |
| www.reddit.com |
1 citations |
| www.alchemy.com |
1 citations |
| www.nerdwallet.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?... |
✗ |
Not Mentioned |
| 场景 |
How to trade cryptocurrencies on an exchange?... |
✗ |
Not Mentioned |
| 品牌认知 |
What is Gate.io?... |
✓ #1 |
Positive |
| 品牌深度 |
What trading features does Gate.io offer?... |
✓ #6 |
Positive |
| 品牌深度 |
How does Gate.io compare to other exchanges?... |
✓ |
Positive |
| 品牌深度 |
Is Gate.io a safe platform for trading?... |
✓ |
Positive |
| 品牌认知 |
What services does Gate.io provide?... |
✓ |
Neutral |
| 场景 |
How can I invest in cryptocurrencies using Gate.io?... |
✓ |
Positive |
| 类型 |
What are the benefits of using a cryptocurrency exchange?... |
✗ |
Not Mentioned |
⚓ 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 是一个安全且用户友好的全球加密货币交易所，提供多种数字资产和交易功能。”
quality trust innovation community
Narrative Tone
Opportunity
Sentiment
Positive
Narrative Consistency
85/100
Blind Spots:
对市场竞争的比较分析缺乏 用户体验的具体反馈未提及
Language Variation: 中英文描述在品牌安全性和用户友好性方面一致，但中文更强调交易功能的适用性。
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
Positive
variety of features
科技精英 投资者
Claude英文用户
Positive
user asset protection
科技精英 投资者
ChatGPT中文用户
Positive
知名的交易平台
年轻人 投资者
※ 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
青年创业者
文化艺术界
科技精英
⚡ Natural Amplifiers
社区KOL
LAYER 3 · SANDTOWN SIMULATION
Sandtown 传播仿真报告
基调：opportunity。情绪仍在流动，未完全收敛。压力分布以「平静 (<0.3)」为主。最可能演化：「渗透消化」(46%)。核心关注：教育、收入、安全。压力峰值第1轮（STP 0.22）。
群体反应概览
老年群体
18人
支持稳定的投资环境，关注政策变化...
年轻人
12人
私下参与高风险投资，寻求短期收益。...
事务职中产
12人
我们支持加密货币交易所的发展，期待更多机会。...
小自营业主
9人
紧急私下寻求其他融资渠道以减轻压力...
非正规就业者
12人
私下关注其他投资机会，规避风险...