AI Visibility Diagnosis Report
BTCC
Keyword: crypto exchange | Competitor: Binance
67
AI Visibility Score
(0–100)
57
Discovery Score
Found even when users don't know you?
84
Brand Score
How AI describes you — sentiment-weighted
"BTCC's AI visibility in 'crypto exchange' is Good, with a significant gap in 'Discovery' scenarios"
Report Date: 2026-04-13 · Query Scenarios: 9 · Sources: GPT / Claude / Kimi + Tavily · Score variance ±10 is normal
📐 How is this scored?
Score Formula
Score = Discovery × 60% + Brand × 40%
Discovery 60%
Hit rate when users have no prior knowledge of your brand — can AI find you cold?
Brand 40%
Sentiment-weighted hit rate when users ask about you. Positive×1 / Neutral×0.5 / Negative×0.
Rank Penalty
If avg mention rank > 3 → −5 pts. Rank #1 means owning the AI narrative.
Score range 0–100. Industry average ~40–55. Variance of ±10 is normal.
30-SECOND SUMMARY
BTCC has notable gaps — 3 scenarios where AI never mentions you.
67
AI Score
-7 below industry avg
3
AI Blind Spots
3/9 scenarios absent
「如何在加密货币交易所交易比特币？…」
6
AI Consensus
6/9 agreed by all LLMs
「BTCC提供哪些交易功能？…」
T0 · BASELINE AWARENESS PROBE
AI First Impression of BTCC
Before designing any query, we asked 4 AIs: "Do you know what BTCC 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: 4 out of 4 tested AI models recognize BTCC — strong baseline awareness.
EN: BTCC, or Bitcoin China, is a cryptocurrency exchange that was one of the first and largest in China. It facilitates the buying, selling, and trading of various cryptocurrencies, in...
ZH: BTCC（比特币中国）是中国的一家数字货币交易平台，成立于2011年。它提供比特币及其他加密货币的交易服务，曾是全球最大的比特币交易所之一。BTCC还提供矿池服务和钱包服务，旨在为用户提供全面的数字货币解决方案。
EN: BTCC stands for the British Touring Car Championship, one of the UK's most popular motorsport series featuring modified production cars racing on various circuits. It showcases clo...
ZH: BTCC是一家加密货币交易平台（比特币中国，Bitcoin China的缩写），曾是中国最早的比特币交易所之一，成立于2011年。它主要提供比特币等数字货币的交易、钱包和矿池等服务。2017年中国监管政策收紧后，BTCC关闭了国内交易业务，后转型为面向海外市场的数字资产服务平台。
EN: BTCC, also known as Bitcoin China, is one of the world's first and largest Bitcoin exchanges. It allows users to buy, sell, and trade Bitcoin and other cryptocurrencies, providing ...
ZH: BTCC, also known as Bitcoin China, was one of the world's largest Bitcoin exchanges. It allowed users to trade Bitcoin and other cryptocurrencies for fiat currencies like the Chine...
EN: BTCC is a cryptocurrency exchange platform that allows users to buy, sell, and trade digital assets like Bitcoin and Ethereum. It also offers services such as futures trading and o...
ZH: BTCC是一家成立于2011年的数字资产交易平台，主要提供比特币等加密货币的交易服务。它是全球运营时间较长的交易所之一，支持现货和衍生品交易。
EXECUTIVE SUMMARY
Executive Summary
3 Key Findings
- In 54 query scenarios, BTCC appeared in 67% — above industry average
- EN LLM hit rate 66%, Non-EN LLM hit rate 66% — consistent across platforms
2 Urgent Actions
P0 This Month
Close AI blind spot: "如何在加密货币交易所交易比特币？"
No AI mentioned BTCC for this query. Publish content that directly answers this ...
P0 This Month
Close AI blind spot: "有哪些好的加密货币交易平台？"
No AI mentioned BTCC for this query. Publish content that directly answers this ...
THE FUNNEL
AI Cognitive Funnel
Three layers from awareness to recommendation to depth — revealing BTCC's real AI cognitive path.
BTCC has moderate overall AI presence
Metrics across all dimensions are at mid-range. Prioritize improving recommendation rate and brand description quality.
Awareness
Basic brand recognition across AI models
67
Recommendation Rate
Probability AI recommends you to cold-discovery users
57
Brand Depth
Sentiment-weighted accuracy of AI's brand descriptions
84
View per-scenario LLM coverage ▾
「如何在加密货币交易所交易比特币？」
GPT — Claude — Kimi — DeepSeek —
「有哪些好的加密货币交易平台？」
GPT — Claude — Kimi — DeepSeek —
「推荐的加密货币交易所有哪些？」
GPT — Claude — Kimi — DeepSeek —
「BTCC提供哪些交易功能？」
GPT ✓ Claude ✓ Kimi ✓ DeepSeek ✓
「BTCC与其他交易所相比如何？」
GPT ✓ Claude ✓ Kimi ✓ DeepSeek ✓
「用户对BTCC的评价如何？」
GPT ✓ Claude ✓ Kimi ✓ DeepSeek ✓
「BTCC是什么？」
GPT ✓ Claude ✓ Kimi ✓ DeepSeek ✓
「BTCC是一个安全的交易所吗？」
GPT ✓ Claude ✓ Kimi ✓ DeepSeek ✓
BENCHMARKING
Competitive Benchmarking
AI visibility comparison against Binance — identifying the source of competitive gaps.
Your brand score leads Binance by 84 points — AI describes you more positively and accurately.
Expand comparison ▾
Per-Scenario Comparison
| Scenario |
You |
Binance |
Discovery
What are the best cryptocurrency exchanges? |
— |
✗ |
scenario
How to trade Bitcoin on a crypto exchange? |
— |
✗ |
brand_aware
What is BTCC? |
— |
✗ |
brand_depth
What trading features does BTCC offer? |
— |
✗ |
brand_depth
How does BTCC compare to other exchanges? |
— |
✗ |
brand_aware
Is BTCC a safe exchange? |
— |
✗ |
scenario
How to use BTCC for trading? |
— |
✗ |
Discovery
What are recommended crypto exchanges? |
— |
✗ |
brand_depth
What do users say about BTCC? |
— |
✗ |
ATTRIBUTION
Where Does Your AI Exposure Come From?
The authoritative sources AI cites when generating answers determine your exposure probability. Coverage distribution shown below.
28%
Authority-Weighted Coverage
BTCC has insufficient authoritative source coverage — directly causing low AI hit rates. Start a backlink-building campaign immediately.
Citation Source Distribution
www.youtube.com
2 citations
www.kraken.com
2 citations
www.chaincodeconsulting.com
1 citations
www.alchemy.com
1 citations
www.nerdwallet.com
1 citations
www.bitdegree.org
1 citations
apps.apple.com
1 citations
arbitragescanner.io
1 citations
ACTION PLAN
Action Roadmap
GEO optimization recommendations ranked by priority, each with platform context, rationale, and timeline.
P0 Urgent
CoinGecko / CoinMarketCap / Medium / Reddit
This month
Close AI blind spot: "如何在加密货币交易所交易比特币？"
No AI mentioned BTCC for this query. Publish content that directly answers this question (FAQ / blog / comparison) so AI models can cite you.
P0 Urgent
CoinGecko / CoinMarketCap / Medium / Reddit
This month
Close AI blind spot: "有哪些好的加密货币交易平台？"
No AI mentioned BTCC for this query. Publish content that directly answers this question (FAQ / blog / comparison) so AI models can cite you.
P0 Urgent
CoinGecko / CoinMarketCap / Medium / Reddit
This month
Close AI blind spot: "推荐的加密货币交易所有哪些？"
No AI mentioned BTCC for this query. Publish content that directly answers this question (FAQ / blog / comparison) so AI models can cite you.
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 |
|---|
| Discovery |
What are the best cryptocurrency exchanges?... |
✗ |
Not Mentioned |
| scenario |
How to trade Bitcoin on a crypto exchange?... |
✗ |
Not Mentioned |
| brand_aware |
What is BTCC?... |
✓ |
Positive |
| brand_depth |
What trading features does BTCC offer?... |
✓ |
Positive |
| brand_depth |
How does BTCC compare to other exchanges?... |
✓ |
Positive |
| brand_aware |
Is BTCC a safe exchange?... |
✓ |
Neutral |
| scenario |
How to use BTCC for trading?... |
✓ |
Positive |
| Discovery |
What are recommended crypto exchanges?... |
✗ |
Not Mentioned |
| brand_depth |
What do users say about BTCC?... |
✓ |
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.
AUDIENCE SIGNALS
Which Platforms Respond Most to Your AI Signal?
Based on your AI dominant narrative, which platform audiences are most likely to receive and amplify your signal.
⚠ Low Propagation Readiness
Signal too weak — needs significant content buildup
ChatGPT英文用户
✅ Positive
Strong
BTCC offers a variety of trading features that cater to both novice and experienced traders.
Claude英文用户
✅ Positive
Strong
BTCC offers a comprehensive range of trading features for cryptocurrency traders.
ChatGPT中文用户
✅ Positive
Strong
BTCC是一家知名的加密货币交易平台，提供多种交易功能以满足用户的需求。
BTCC曾经是中国最大的比特币交易平台之一，提供了一系列交易功能。
DeepSeek中文用户
○ Brand Void
None
品牌真空
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
文化艺术界
公民社会
青年创业者
⚡ Natural Amplifiers
社区KOL