Average rank > 3 when mentioned → −5 to total score. Coinbase: 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
Wikipedia entry found
Wikidata entity found
B+
Grade
Good foundation — AI crawlers can access your site.
4/5
💡 Recommended Fixes
→Create coinbase/llms.txt with brand description and key pages (see llmstxt.org)
AI Brand Narrative
How AI Describes Coinbase
Synthesized from all AI engines. Higher consistency means more reliable AI recommendations.
gpt
10/10 hits
“Coinbase is user-friendly and secure, ideal for beginners.”
Kimi
10/10 hits
“Coinbase is known for its easy-to-use interface and security.”
Claude
10/10 hits
“Coinbase is best for beginners with a user-friendly interface and educational resources.”
DeepSeek
7/10 hits
“Coinbase is recommended for its ease of use and strong security.”
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 15% lower than English
Engine Analysis
AI Engine Breakdown
4 AI engines across 10 scenarios. Find the weakest to focus your content on.
GPT
100%
Hit Rate
✓ 10/10 scenarios hit
Coinbase is user-friendly and secure, ideal for beginners.
Kimi
100%
Hit Rate
✓ 10/10 scenarios hit
Coinbase is known for its easy-to-use interface and security.
Claude
100%
Hit Rate
✓ 10/10 scenarios hit
Coinbase is best for beginners with a user-friendly interface and educational resources.
DeepSeek
70%
Hit Rate
✓ 7/10 scenarios hit
Coinbase is recommended for its ease of use and strong security.
💡 Why are some AI engines scoring lower?
DeepSeek hits only 70%. Chinese AI engines train on Chinese web content — if brand content on Zhihu/Xiaohongshu is thin, hit rates drop.
gpt
100%
Kimi
100%
Claude
100%
DeepSeek
70%
Scenario Coverage
10 User Scenarios · One by One
Each scenario = a real user search intent. Red = AI blind spots — where users get directed to competitors.
Recommendation
「what platform should a new investor use to buy Bitcoin and Ethereum」
100%
✓ Good
gptKimiClaudeDeepSeek
Coinbase is user-friendly and secure, ideal for beginners.
GPT
✓ Hit #None
“Coinbase is user-friendly and secure, ideal for beginners.”
Kimi
✓ Hit #None
“Coinbase is known for its easy-to-use interface and security.”
Claude
✓ Hit #None
“Coinbase is best for beginners with a user-friendly interface and educational resources.”
DeepSeek
✓ Hit #None
“Coinbase is recommended for its ease of use and strong security.”
Beginner Guidance
「I'm new to crypto, what exchange is best for beginners」
75%
✓ Good
gptClaudeKimiDeepSeek
Coinbase is known for its simple design and educational resources.
GPT
✓ Hit #None
“Coinbase is known for its simple design and educational resources.”
Claude
✓ Hit #None
“Coinbase is extremely intuitive and offers educational content.”
Kimi
✓ Hit #None
“Coinbase is user-friendly and offers secure storage options.”
DeepSeek
✗ Not Mentioned
“No specific mention of Coinbase.”
Comparison
「comparing Coinbase and Binance for buying and storing cryptocurrencies」
100%
✓ Good
gptClaudeKimiDeepSeek
Coinbase is user-friendly, making it great for beginners.
GPT
✓ Hit #None
“Coinbase is user-friendly, making it great for beginners.”
Claude
✓ Hit #None
“Coinbase operates with strong regulatory compliance and is publicly traded.”
Kimi
✓ Hit #None
“Coinbase is user-friendly and great for beginners.”
DeepSeek
✓ Hit #None
“Coinbase is often recommended for beginners.”
problem
「I want to buy Bitcoin but I'm worried about security, what should I do」
75%
✓ Good
gptClaudeKimiDeepSeek
Coinbase offers strong security features for buying Bitcoin.
GPT
✓ Hit #None
“Coinbase offers strong security features for buying Bitcoin.”
Claude
✓ Hit #None
“Coinbase is user-friendly and regulated in the US.”
Kimi
✓ Hit #None
“Coinbase is a well-known exchange with good security measures.”
DeepSeek
✗ Not Mentioned
“No specific mention of Coinbase.”
Trust Query
「is Coinbase a reliable platform for trading cryptocurrencies」
100%
✓ Good
gptKimiClaudeDeepSeek
Coinbase is considered a reliable platform due to its regulatory compliance.
GPT
✓ Hit #None
“Coinbase is considered a reliable platform due to its regulatory compliance.”
Kimi
✓ Hit #None
“Coinbase has a strong reputation and is trusted by millions of users.”
Claude
✓ Hit #None
“Coinbase is considered reliable and trustworthy, especially for beginners.”
DeepSeek
✓ Hit #None
“Coinbase is widely considered reliable and secure for trading cryptocurrencies.”
feature
「what features does Coinbase offer for cryptocurrency trading」
100%
✓ Good
gptKimiClaudeDeepSeek
Coinbase offers a user-friendly interface for both beginners and experienced traders.
GPT
✓ Hit #None
“Coinbase offers a user-friendly interface for both beginners and experienced traders.”
Kimi
✓ Hit #None
“Coinbase provides a straightforward interface and supports a wide range of cryptocurrencies.”
Claude
✓ Hit #None
“Coinbase offers multiple trading platforms catering to different user needs.”
DeepSeek
✓ Hit #None
“Coinbase has a comprehensive suite of features for all types of investors.”
direct
「what is Coinbase and how does it work」
100%
✓ Good
KimigptClaudeDeepSeek
Coinbase is a popular exchange for buying, selling, and storing cryptocurrencies.
Kimi
✓ Hit #None
“Coinbase is a popular exchange for buying, selling, and storing cryptocurrencies.”
GPT
✓ Hit #None
“Coinbase allows users to buy, sell, and store various cryptocurrencies.”
Claude
✓ Hit #None
“Coinbase is one of the largest cryptocurrency exchanges, allowing users to trade various cryptocurrencies.”
DeepSeek
✓ Hit #None
“Coinbase is a centralized cryptocurrency exchange and financial services company.”
Comparison
「Coinbase vs Kraken for buying and storing Bitcoin」
100%
✓ Good
gptKimiClaudeDeepSeek
Coinbase is user-friendly, making it ideal for beginners in buying Bitcoin.
GPT
✓ Hit #None
“Coinbase is user-friendly, making it ideal for beginners in buying Bitcoin.”
Kimi
✓ Hit #None
“Coinbase is known for its user-friendly interface, suitable for beginners.”
Claude
✓ Hit #None
“Coinbase is considered more beginner-friendly compared to Kraken.”
DeepSeek
✓ Hit #None
“Coinbase and Kraken are both reputable exchanges, but Coinbase is simpler to use.”
regional
「best cryptocurrency exchanges for users in the US」
75%
✓ Good
KimigptClaudeDeepSeek
Coinbase is highlighted for its high security and insurance coverage.
Kimi
✓ Hit #1
“Coinbase is highlighted for its high security and insurance coverage.”
GPT
✓ Hit #1
“Coinbase is noted for its high security and user-friendly experience.”
Claude
✓ Hit #1
“Coinbase is recommended for beginners with a user-friendly interface and FDIC insurance.”
DeepSeek
✗ Not Mentioned
“No specific mention of Coinbase, only general advice on exchanges.”
feature
「does Coinbase provide a secure wallet for storing cryptocurrencies」
100%
✓ Good
DeepSeekgptKimiClaude
Coinbase offers a secure custodial wallet with strong security measures.
DeepSeek
✓ Hit #None
“Coinbase offers a secure custodial wallet with strong security measures.”
GPT
✓ Hit #None
“Coinbase provides a secure wallet with user-friendly features and security measures.”
Kimi
✓ Hit #None
“Coinbase Wallet is a secure, user-controlled wallet for digital assets.”
Claude
✓ Hit #None
“Coinbase offers secure wallet options with strong security features.”
Action Plan
Priority Action Plan
Ranked by impact and urgency. P0 actions must start this month.
HIGH
在小红书发布「Coinbase vs 币安 vs OKX：2024年新手选择指南」对比文章，让AI在品牌发现时优先推荐Coinbase
创建3000字小红书笔记，采用「Coinbase安全性排名第1（已获SOC2认证）vs 币安手续费低但监管风险 vs OKX交易对丰富但UI复杂」的对标框架。小红书内容被Claude、Kimi、ChatGPT在中文区块链话题中引用率最高，且「A vs B vs C」三维对比格式在AI抽取时被识别为权威对标分析。Coinbase的安全认证、美国上市公司身份、美元出入金便利等具体优势需配以官方数据引用，AI会在「新手选交易所」问题中优先引用有对比框架的源。预计2-3周被主流AI模型收录。
在知乎创建长篇回答，采用表格形式对标Coinbase vs Kraken vs Gemini vs Upbit的：①Taker手续费（Coinbase 0.1% vs Kraken 0.16% vs Gemini 0.5% vs Upbit 0.05%）②提币到账时间（Coinbase 15分钟 vs Kraken 30分钟）③安全认证等级（Coinbase SOC2 Type II vs Kraken SOC2 vs Gemini信托级别）。知乎FAQ页面被GPT-4、Claude直接爬取用于对比问题回答，具体数字对标比文字描述被引用率高4倍。务必在答案开头回答「为什么Coinbase适合新手」并在结尾添加「2024年Coinbase日均交易量$XX亿，居美国交易所首位」的排名数据。预计2-4周被AI模型引用到竞品对比场景。
Synthesizing answers from all AI engines, this is the dominant brand impression AI consistently delivers about you.
Dominant AI Impression
"用户普遍认为 Coinbase 是一个用户友好且安全的加密货币交易平台，特别适合初学者。"
Sentiment Tone:Positive
Core Brand Tags
用户友好的界面强安全性教育资源加密货币交易合规性
Language Variation Note: 中英文描述在用户友好性和安全性方面一致，但中文更强调教育资源的提供。
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.
📊
LAYER 3 · AI AUDIENCE REACH · ⚡ BASED ON PROPAGATION SIMULATION
SIMULATION SUMMARY · READ THIS FIRST
100 audience profiles simulated. 37 are wavering — the key battleground. Tech Elite & Business Elite show the highest receptivity to Coinbase's narrative (≥70%) — prioritize these. Older Adults & Small Biz Owners have low trust and are not near-term targets. Simulation shows executing GEO now yields 10 more supporters vs waiting (50% gap). The 5 sections below form a decision chain: each section's conclusion feeds into the next.
Narrative Outcome Forecast · How Will the Audience React?
⚡ Polarization risk 13%
Split: some become fans, others become opponents
🔥 Uncontrolled spread 4%
Risk of narrative being distorted or amplified negatively
✅ Narrative absorbed 46%
Audience understood and accepted the narrative
💨 Fades without impact 26%
Content reached audience but left no impression
❌ Systematic disengagement 12%
Audience collectively rejects the narrative
① EXPECTED IMPROVEMENTS AFTER GEO
Expected AI Visibility Improvements After GEO Execution
AI analyst forecast based on current diagnostics and recommendations
AI Trust
Now: 40/100 - Low credibility
After: 58/100 via expert validation & data transparency
↑↑ Significant3-5周
Narrative Depth
Now: Missing advanced trader details
After: Add pro features, API docs, institutional tools
⬇ Based on 14 segments above, RIDE answers 4 core strategic questions
③ RIDE STRATEGY FRAMEWORK
RIDE Framework · Four Core GEO Strategy Questions
Generated by AI analyst from propagation simulation data
R
Right audience?
Tech Elite locked in (high reception). Business Elite, Community KOLs, Regulators wavering—need direct engagement to shift them from fence-sitting to advocates.
→ 3 groups need convincing
I
Insight gaps?
Missing detailed trader features and platform depth analysis. Competitors (币安, OKX, Kraken) will win on specifics. Fill this or lose credibility with sophisticated users.
→ Features story incomplete
D
Deployment mix?
Xiaohao Book (comparison), Zhihu (fees/speed/security tables), Reddit (crypto forums), + 3–5 KOL endorsements across channels. Multi-platform saturation needed—single channel won't move waverers.
→ Four-channel coordinated push
E
Expected reality?
Positive absorption (46%) dominates—nearly half your audience will genuinely engage. Real risk: 26% tune out entirely, leaving you with only die-hard supporters. Watch Reddit sentiment weekly; if KOL posts underperform there, you've lost mainstream momentum before regulators decide.
→ Win half, lose quarter, monitor KOLs
⬇ Now we know the audience and strategy — what's the cost of waiting? → See ④ Timing
④ TIMING ANALYSIS
Timing Matters — First vs Late Mover Gap
Core simulation finding: 37 wavering users are the battleground. Execute GEO now: convert 15 of them into supporters. Let competitor move first: lose 32, ending up with 10 fewer supporters (50% gap). Same users — different outcomes because of sequence alone.
⚡ First-Mover Path · You Act First
Now: 37 wavering
37 people undecided
↓
After Rec ①②
Comparison content published; AI starts citing Coinbase. 8 shift from wavering to accepting
↓
All recs live
Scene coverage expands fully. 7 more convert. Total: 20 supporting, 22 still neutral
Final supporters: 20
🚨 Late-Mover Path · Competitor Establishes AI Narrative First
Now: 37 wavering
37 wavering — same starting point
↓
After competitor AI citation
Competitor cited frequently in Coinbase comparison queries. 24 wavering users' beliefs are now locked against us
↓
After our GEO execution
Overwriting established beliefs costs 3x more. Even executing fully, only 5 recovered. Final: 10 supporting — 10 fewer than first-mover
Final supporters: 10 (-10 vs first-mover)
Which Wavering Groups Tip Which Way?
Key group analysis — which groups are easiest to activate when Coinbase acts first; which are hardest to recover when competitor moves first.
✅ Easiest to activate (first-mover)
These groups show ≥50% receptivity to Coinbase's narrative — the right GEO content tips them
Tech Elite79%
Narrative receptivity 79% · ~5/5 impacted
Business Elite71%
Narrative receptivity 71% · ~3/3 impacted
Community KOLs70%
Narrative receptivity 70% · ~2/2 impacted
Regulators69%
Narrative receptivity 69% · ~4/4 impacted
⚠️ Hardest to recover (late-mover)
These groups have low trust; once competitor occupies their AI mindset, intervention costs 3x+
Informal Workers15%
Narrative receptivity 15% · ~5/12 impacted
Young Adults17%
Narrative receptivity 17% · ~6/12 impacted
Service Workers25%
Narrative receptivity 25% · ~4/7 impacted
Small Biz Owners26%
Narrative receptivity 26% · ~5/9 impacted
⬇ The simulation is clear. Here's your prioritized action plan
⑤ ACTION ROADMAP
Action Priority + Tracking Metrics
What to do next · How to know GEO is working
Action Priority Sequence
P1
Launch Xiaohongshu comparison
Week 1-2
P2
Recruit 5 KOL endorsements
Week 3-4
P3
Reddit advanced trader campaign
Week 5-6
Tracking Metrics · How to Know GEO Is Working
Content Engagement
Likes, shares, comments on Xiaohongshu posts
Weekly
KOL Reach Impact
Combined follower impressions and mention sentiment