AI Visibility Diagnosis Report
Soon Network
Keyword: blockchain infrastructure
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
"Soon Network's AI visibility in 'blockchain infrastructure' 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 Soon Network
Before designing any query, we asked 4 AIs: "Do you know what Soon Network 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: Soon Network is a decentralized platform that focuses on providing tools and services for the creation and management of decentralized applications (dApps) and smart contracts. It ...
ZH: Soon Network是一个基于区块链技术的去中心化平台，旨在为用户提供安全、高效的数字资产管理和交易服务。它通过智能合约和去中心化应用程序（DApps）来促进用户之间的互动和交易，推动数字经济的发展。
EN: Soon Network is a Layer 2 scaling solution for Ethereum that uses Solana's technology stack to enable faster and cheaper transactions. It acts as an optimistic rollup that settles ...
ZH: Soon Network是一个基于Solana虚拟机(SVM)的Layer 2扩容解决方案。它旨在为以太坊等区块链提供更快的交易速度和更低的成本，同时保持与Solana生态系统的兼容性。Soon Network通过将交易处理转移到链下来提高可扩展性，为开发者提供高性能的去中心化应用开发环境。
EN: Soon Network is a blockchain-based platform that aims to revolutionize the way digital content is monetized and distributed. It allows content creators to tokenize their work, enab...
ZH: Soon Network是一个去中心化的金融平台，它允许用户进行加密货币的交易、借贷和投资。该平台旨在提供一个安全、透明且高效的环境，让用户能够利用区块链技术进行各种金融活动。Soon Network通过智能合约和去中心化自治组织（DAO）来实现其功能，以降低交易成本并提高效率。
EN: Based on available information, Soon Network is a decentralized infrastructure project focused on building a Layer 1 blockchain. It aims to provide a scalable and developer-friendl...
ZH: Soon Network是一个基于区块链技术的去中心化社交网络平台，旨在通过Web3基础设施让用户拥有数据主权和社交资产的控制权。它主要提供去中心化社交图谱、内容发布与互动等功能，支持用户以加密方式管理身份和内容。
EXECUTIVE SUMMARY
Executive Summary
3 Key Findings
- In 36 query scenarios, Soon Network 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
增加第三方平台内容覆盖
搜索结果中 Soon Network 相关内容只占 7%。AI 引用来源严重不足，需要系统性扩充第三方内容。...
CHAPTER 1
Visibility Overview
76
AI Visibility Score (0–100)
67%
Query Hit Rate
Mentions / Total Queries
#—
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 Soon Network, does AI proactively recommend it?
| Query Scenario | DeepSeek
Non-EN | GPT-4o
EN | Claude Sonnet
EN | Kimi
Non-EN |
|---|
类型
What is a blockchain infrastructure? | ✗ | ✗ | ✗ | ✗ |
🎯 Level 2 · Scenario
0% hit (0/4)
✗ Gap
When users solve specific problems, does Soon Network appear?
| Query Scenario | DeepSeek
Non-EN | GPT-4o
EN | Claude Sonnet
EN | Kimi
Non-EN |
|---|
场景
How to develop decentralized application... | ✗ | ✗ | ✗ | ✗ |
🏷 Level 3 · Brand Awareness
100% hit (4/4)
⚡ First hit at this level
Users know Soon Network — does AI?
| Query Scenario | DeepSeek
Non-EN | GPT-4o
EN | Claude Sonnet
EN | Kimi
Non-EN |
|---|
品牌认知
What is Soon Network? | ✓ | ✓ | ✓ | ✓ |
🔬 Level 4 · Brand Depth
100% hit (12/12)
How deep is AI's knowledge of Soon Network's technical details and competitors?
| Query Scenario | DeepSeek
Non-EN | GPT-4o
EN | Claude Sonnet
EN | Kimi
Non-EN |
|---|
品牌深度
What are the Layer 2 solutions of Soon N... | ✓ | ✓ | ✓ | ✓ |
品牌深度
What smart contract features does Soon N... | ✓ | ✓ | ✓ | ✓ |
品牌深度
How does Soon Network integrate with Sol... | ✓ | ✓ | ✓ | ✓ |
Representative descriptions of Soon Network by each LLM
"Soon Network is focused on high-performance blockchain infrastructure with robust smart contract features."
"Soon Network offers a range of smart contract features for developers and users."
"Soon Network is an Ethereum Layer-2 solution with notable smart contract capabilities."
"Soon Network aims to provide efficient dApp development but lacks direct integration with Solana."
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
5%
Authority-Weighted Coverage
Presence in high-authority sources
Coverage by Source Authority
| Source Type | Brand Mentions | Coverage |
|---|
| 行业媒体 |
0/1 |
|
| 社区平台 |
0/2 |
|
| 普通来源 |
1/12 |
|
Backlink Audit (authority of sources that cite you)
| Domain | Authority Level | Recognition |
|---|
| coinlaunch.space |
普通来源 |
✓ Widely Recognized |
Top Cited Sources
| www.linkedin.com |
2 citations |
| coinsbench.com |
1 citations |
| www.fireblocks.com |
1 citations |
| www.tmasolutions.com |
1 citations |
| blog.unocoin.com |
1 citations |
| www.gate.com |
1 citations |
ACTION ROADMAP
Action Roadmap
增加第三方平台内容覆盖
搜索结果中 Soon Network 相关内容只占 7%。AI 引用来源严重不足，需要系统性扩充第三方内容。
Platform: 行业媒体 / Reddit / LinkedIn / YouTube / Twitter
⚡ 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 blockchain infrastructure?... |
✗ |
Not Mentioned |
| 场景 |
How to develop decentralized applications?... |
✗ |
Not Mentioned |
| 品牌认知 |
What is Soon Network?... |
✓ |
Positive |
| 品牌深度 |
What are the Layer 2 solutions of Soon Network?... |
✓ |
Positive |
| 品牌深度 |
What smart contract features does Soon Network offer?... |
✓ |
Positive |
| 品牌深度 |
How does Soon Network integrate with Solana?... |
✓ |
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 1 · NARRATIVE SNAPSHOT
AI Dominant Narrative
Aggregates responses from 4 LLMs to extract the "story version" of Soon Network most widely seen in the AI world.
Dominant Impression
“Soon Network 是一个高性能的区块链平台，专注于支持去中心化应用程序的开发和管理。”
区块链 去中心化应用 高性能 可扩展性 智能合约
Narrative Tone
Opportunity
Sentiment
Positive
Narrative Consistency
85/100
Blind Spots:
缺乏对用户社区的具体描述 对风险和挑战的讨论不足
Language Variation: 中英文描述在品牌功能和优势上基本一致，但中文更强调了智能合约的应用。
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: Low
ChatGPT中文用户
Positive
高性能区块链
年轻人 开发者
Kimi中文用户
Positive
高性能
年轻人 开发者
DeepSeek中文用户
Positive
可扩展性
开发者
※ 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
文化艺术界
公民社会
青年创业者
⚡ Natural Amplifiers
社区KOL
LAYER 3 · SANDTOWN
Sandtown Propagation Simulation