AI Visibility Diagnosis Report
Soon Network
Keyword: blockchain infrastructure
76
AI Visibility Score
(0–100)
66
Discovery Score
Found even when users don't know you?
93
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: 9 · 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:四个LLM对Soon Network的整体认知水平为有一定认知。
EN: Soon Network is a decentralized platform designed to facilitate the creation and management of decentralized applications (dApps) and services. It aims to provide tools and infrast...
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 aims to bring high-performance transaction processing to the Ethereum ecosystem. It uses optimistic rollup technology c...
ZH: Soon Network是一个基于Solana虚拟机(SVM)的Layer 2扩容解决方案。它旨在通过将交易执行转移到链下，同时继承以太坊或其他Layer 1区块链的安全性，来提高交易速度和降低成本。Soon Network让开发者能够在保持高性能的同时，利用Solana的开发工具和生态系统。
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，它基于区块链技术构建。该平台主要提供去中心化的金融产品和服务，包括借贷、流动性挖矿、资产管理等。Soon Network旨在为用户提供一个安全、透明、高效的去中心化金融环境。
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 54 query scenarios, Soon Network appeared in 78% — above industry average
- EN LLM hit rate 77%, Non-EN LLM hit rate 77% — 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)
78%
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
77%
EN LLM Hit Rate
GPT / Claude
77%
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 | GPT-4o
EN | Kimi
Non-EN | DeepSeek
Non-EN | Claude Sonnet
EN |
|---|
类型
What is blockchain infrastructure? | ✗ | ✗ | ✗ | ✗ |
🎯 Level 2 · Scenario
0% hit (0/4)
✗ Gap
When users solve specific problems, does Soon Network appear?
| Query Scenario | GPT-4o
EN | Kimi
Non-EN | DeepSeek
Non-EN | Claude Sonnet
EN |
|---|
场景
How to develop decentralized application... | ✗ | ✗ | ✗ | ✗ |
🏷 Level 3 · Brand Awareness
100% hit (12/12)
⚡ First hit at this level
Users know Soon Network — does AI?
| Query Scenario | GPT-4o
EN | Kimi
Non-EN | DeepSeek
Non-EN | Claude Sonnet
EN |
|---|
品牌认知
What is Soon Network? | ✓ | ✓ | ✓ | ✓ |
品牌认知
Is Soon Network secure? | ✓ | ✓ | ✓ | ✓ |
品牌认知
What decentralized finance products does... | ✓ | ✓ | ✓ | ✓ |
🔬 Level 4 · Brand Depth
100% hit (16/16)
How deep is AI's knowledge of Soon Network's technical details and competitors?
| Query Scenario | GPT-4o
EN | Kimi
Non-EN | DeepSeek
Non-EN | Claude Sonnet
EN |
|---|
品牌深度
What are the Layer 2 solutions of Soon N... | ✓ | ✓ | ✓ | ✓ |
品牌深度
How does Soon Network achieve high-perfo... | ✓ | ✓ | ✓ | ✓ |
品牌深度
What is the relationship between Soon Ne... | ✓ | ✓ | ✓ | ✓ |
品牌深度
What development tools does Soon Network... | ✓ | ✓ | ✓ | ✓ |
Representative descriptions of Soon Network by each LLM
"Soon Network achieves high-performance transaction processing through layered architecture and innovative technologies."
"Soon Network is designed for high-performance transaction processing through various technical innovations."
"Soon Network is built exclusively on the Solana blockchain, serving as a specialized infrastructure provider."
"Soon Network implements optimistic parallelization for simultaneous transaction processing, enhancing performance."
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 · 品牌认知
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 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 |
How does Soon Network achieve high-performance transaction p... |
✓ |
Positive |
| 品牌深度 |
What is the relationship between Soon Network and Solana?... |
✓ |
Neutral |
| 品牌认知 |
Is Soon Network secure?... |
✓ |
Neutral |
| 品牌认知 |
What decentralized finance products does Soon Network offer?... |
✓ |
Positive |
| 品牌深度 |
What development tools does Soon Network provide?... |
✓ |
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被视为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，强调可扩展性和安全性。”
quality innovation trust community
Narrative Tone
Opportunity
Sentiment
Positive
Narrative Consistency
85/100
Blind Spots:
缺乏对Soon Network的广泛讨论 未提及具体的用户案例或成功故事
Language Variation: 中英文描述均强调Soon Network的高性能和可扩展性，但中文描述更突出其安全性和去中心化特性。
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: High
ChatGPT英文用户
Neutral
高性能区块链解决方案
科技精英
ChatGPT中文用户
Neutral
高性能区块链解决方案
科技精英
Claude英文用户
Neutral
高性能区块链解决方案
科技精英
※ 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 青年创业者 and spreads along social network connections.
The following timeline is forecast using the Sandtown social graph.
T+1~2
青年创业者 率先感知（数字覆盖 90%，沿社会网络向外扩散）
青年创业者
›
T+8+
末端触达 / 数字覆盖低的群体最后接收
投资散户
商业精英
社区KOL
LAYER 3 · SANDTOWN
Sandtown Propagation Simulation