AI Visibility Diagnosis Report
soon network
Keyword: solana
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 'solana' is Good, with a significant gap in '类型' scenarios"
Report Date: 2026-04-06 · 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 designed to facilitate the creation and management of digital assets and smart contracts. It aims to provide tools for developers and busin...
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 Solana that uses optimistic rollups to increase transaction throughput and reduce costs. It allows developers to build decentralized ...
ZH: SOON Network是一个基于Solana优化的Layer 2扩容解决方案，旨在提高区块链的交易速度和降低成本。它通过将交易处理从主链转移到第二层网络来实现更高的吞吐量和更快的确认时间。SOON Network专注于为去中心化应用（dApps）提供高性能、低延迟的区块链基础设施。
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。它主要关注于提高跨链通信和交易效率，允许不同区块链网络之间无缝交互。Soon Network通过其独特的共识机制和跨链桥接技术，促进了加密货币和数字资产的流通，为去中心化应用（DApps）和金融服务提供了基础设施支持。
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 24 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 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
#1.0
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
0%
Non-EN LLM Hit Rate
Kimi
🔍 Level 1 · Discovery
0% hit (0/2)
✗ Gap
When users don't know soon network, does AI proactively recommend it?
| Query Scenario | Claude Sonnet
EN | GPT-4o
EN |
|---|
类型
What is a decentralized platform for dig... | ✗ | ✗ |
🎯 Level 2 · Scenario
0% hit (0/2)
✗ Gap
When users solve specific problems, does soon network appear?
| Query Scenario | Claude Sonnet
EN | GPT-4o
EN |
|---|
场景
How can I increase transaction speed on ... | ✗ | ✗ |
🏷 Level 3 · Brand Awareness
100% hit (2/2)
⚡ First hit at this level
Users know soon network — does AI?
| Query Scenario | Claude Sonnet
EN | GPT-4o
EN |
|---|
品牌认知
What is Soon Network? | ✓ #1 | ✓ #1 |
🔬 Level 4 · Brand Depth
100% hit (6/6)
How deep is AI's knowledge of soon network's technical details and competitors?
| Query Scenario | Claude Sonnet
EN | GPT-4o
EN |
|---|
品牌深度
What are the technical details of Soon N... | ✓ #1 | ✓ #1 |
品牌深度
How does Soon Network's Layer-2 scaling ... | ✓ #1 | ✓ #1 |
品牌深度
How does Soon Network compare to other L... | ✓ #1 | ✓ #1 |
Representative descriptions of soon network by each LLM
"Soon Network 是基于 Solana 的 Layer 2 解决方案，兼容以太坊虚拟机。"
"Soon Network 在扩容和降低交易成本方面与其他 Layer-2 解决方案进行比较。"
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
6%
Authority-Weighted Coverage
Presence in high-authority sources
Coverage by Source Authority
| Source Type | Brand Mentions | Coverage |
|---|
| 社区平台 |
0/1 |
|
| 普通来源 |
1/14 |
|
Backlink Audit (authority of sources that cite you)
| Domain | Authority Level | Recognition |
|---|
| www.gate.com |
普通来源 |
✓ Widely Recognized |
Top Cited Sources
| ambcrypto.com |
1 citations |
| tangem.com |
1 citations |
| kanga.exchange |
1 citations |
| www.okx.com |
1 citations |
| www.youtube.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 7%。AI 引用来源严重不足，需要系统性扩充第三方内容。
Platform: Medium / CoinDesk / Decrypt / CoinGecko / Reddit r/crypto
⚡ 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 decentralized platform for digital assets?... |
✗ |
Neutral |
| 场景 |
How can I increase transaction speed on Solana?... |
✗ |
Neutral |
| 品牌认知 |
What is Soon Network?... |
✓ #1 |
Positive |
| 品牌深度 |
What are the technical details of Soon Network?... |
✓ #1 |
Positive |
| 品牌深度 |
How does Soon Network's Layer-2 scaling solution work?... |
✓ #1 |
Positive |
| 品牌深度 |
How does Soon Network compare to other Layer-2 solutions?... |
✓ #1 |
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 是一个高性能的去中心化区块链平台，支持应用的创建和管理。”
去中心化 区块链 Layer 2 高性能 扩容
Narrative Tone
Opportunity
Sentiment
Positive
Narrative Consistency
90/100
Blind Spots:
缺乏用户反馈 市场竞争情况未提及
Language Variation: 中英文描述均强调 Soon Network 的去中心化特性和高性能，但中文描述更侧重于技术细节。
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英文用户
Positive
区块链可扩展性
科技精英
Claude英文用户
Positive
区块链可扩展性
科技精英
ChatGPT中文用户
Positive
区块链可扩展性
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 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