AI Visibility Diagnosis Report
soon network
Keyword: Solana
63
AI Visibility Score
(0–100)
57
Discovery Score
Found even when users don't know you?
85
Brand Score
How AI describes you — sentiment-weighted
"soon network's AI visibility in 'Solana' is Good, with a significant gap in '类型' scenarios"
Report Date: 2026-04-05 · 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
一句话总结：4个LLM对这个品牌的整体认...
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 designed to facilitate the creation and management of digital assets and smart contracts. It aims to provide users with tools for building ...
ZH: Soon Network 是一个基于区块链的去中心化平台，旨在为用户提供安全的数字资产管理和交易服务。它通过智能合约技术，促进用户之间的直接交易，减少中介成本，并提高交易的透明度和效率。
EN: Soon Network is a Layer 2 blockchain solution built on Solana that aims to bring Ethereum Virtual Machine (EVM) compatibility to the Solana ecosystem. It allows developers to deplo...
ZH: SOON Network是一个基于Solana虚拟机(SVM)的高性能Layer 2区块链网络。它旨在通过优化的架构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专注于为去中心化应用(dApps)提供可扩展的基础设施解决方案。
EN: Soon Network is a blockchain-based platform that aims to revolutionize the way digital content is created, distributed, and monetized. It enables content creators to directly conne...
ZH: Soon Network是一个去中心化的网络协议，旨在通过区块链技术实现更快速、安全和低成本的支付和数据传输。它主要通过构建一个去中心化的网络基础设施，来支持各种应用和服务，包括金融交易、物联网设备通信等。Soon Network的目标是提供一个更加开放、透明和抗审查的网络环境。
EN: Based on my knowledge, I do not have specific information about a "soon network." It is possible you are referring to a project or company that is not widely documented in public s...
ZH: soon network是一个基于区块链的去中心化存储网络，旨在提供安全、高效的数据存储和分发服务。它通过分布式节点技术，帮助用户存储文件并确保数据的可靠性和可访问性。
EXECUTIVE SUMMARY
Executive Summary
3 Key Findings
- In 36 query scenarios, soon network appeared in 67% — above industry average
- EN LLMs (GPT/Claude) hit rate 66%, Non-EN LLMs (Kimi/DeepSeek) hit rate 0% — significant cross-language gap detected
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 20%。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
63
AI Visibility Score (0–100)
67%
Query Hit Rate
Mentions / Total Queries
#8.0
Avg. Rank
Position when mentioned
Scenario Coverage
✓ 品牌深度✓ 品牌认知✓ 场景✗ 类型
CHAPTER 2
LLM Performance Breakdown
100%
LLM Consistency
Strong consensus across LLMs
66%
EN LLM Hit Rate
GPT / Claude
0%
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 | Claude Sonnet
EN |
|---|
类型
What is a Layer 2 blockchain solution? | ✗ | ✗ |
类型
What are decentralized applications? | ✗ | ✗ |
🎯 Level 2 · Scenario
50% hit (2/4)
⚡ First hit at this level
When users solve specific problems, does soon network appear?
| Query Scenario | GPT-4o
EN | Claude Sonnet
EN |
|---|
场景
How can I manage digital assets on a dec... | ✗ | ✗ |
场景
How to use Soon Network for dApps? | ✓ | ✓ |
🏷 Level 3 · Brand Awareness
100% hit (4/4)
Users know soon network — does AI?
| Query Scenario | GPT-4o
EN | Claude Sonnet
EN |
|---|
品牌认知
What is Soon Network? | ✓ #1 | ✓ #2 |
品牌认知
Is Soon Network secure? | ✓ #13 | ✓ #14 |
🔬 Level 4 · Brand Depth
100% hit (6/6)
How deep is AI's knowledge of soon network's technical details and competitors?
| Query Scenario | GPT-4o
EN | Claude Sonnet
EN |
|---|
品牌深度
What are the technical features of Soon ... | ✓ #4 | ✓ #5 |
品牌深度
How does Soon Network relate to Solana? | ✓ #7 | ✓ #8 |
品牌深度
What are the advantages of using Soon Ne... | ✓ #10 | ✓ #11 |
Representative descriptions of soon network by each LLM
"Soon Network is a blockchain platform for decentralized applications."
"Soon Network is a Layer 2 solution addressing scalability challenges."
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
20%
Authority-Weighted Coverage
Presence in high-authority sources
Coverage by Source Authority
| Source Type | Brand Mentions | Coverage |
|---|
| 普通来源 |
3/15 |
|
Backlink Audit (authority of sources that cite you)
| Domain | Authority Level | Recognition |
|---|
| coinlaunch.space |
普通来源 |
✓ Widely Recognized |
| www.gate.com |
普通来源 |
✓ Widely Recognized |
| www.bitget.com |
普通来源 |
✓ Widely Recognized |
Top Cited Sources
| www.bitget.com |
3 citations |
| ambcrypto.com |
1 citations |
| www.okx.com |
1 citations |
| www.ccn.com |
1 citations |
| tangem.com |
1 citations |
| solanacompass.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 20%。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 Layer 2 blockchain solution?... |
✗ |
Not Mentioned |
| 场景 |
How can I manage digital assets on a decentralized platform?... |
✗ |
Not Mentioned |
| 品牌认知 |
What is Soon Network?... |
✓ #1 |
Neutral |
| 品牌深度 |
What are the technical features of Soon Network?... |
✓ #4 |
Neutral |
| 品牌深度 |
How does Soon Network relate to Solana?... |
✓ #7 |
Positive |
| 品牌深度 |
What are the advantages of using Soon Network?... |
✓ #10 |
Positive |
| 品牌认知 |
Is Soon Network secure?... |
✓ #13 |
Neutral |
| 场景 |
How to use Soon Network for dApps?... |
✓ |
Neutral |
| 类型 |
What are decentralized applications?... |
✗ |
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 soon network most widely seen in the AI world.
Dominant Impression
“Soon Network 是一个高效、安全的区块链平台，专注于去中心化应用的开发与扩展。”
quality innovation trust community
Narrative Tone
Opportunity
Sentiment
Positive
Narrative Consistency
85/100
Blind Spots:
用户对其具体应用场景的理解不足 缺乏对竞争对手的比较分析
Language Variation: 英文描述更侧重于技术细节，而中文描述则强调安全性和高效性。
Sandtown simulation not run (set SKIP_SANDTOWN=0 + SANDTOWN_DIR to enable)