AI Visibility Diagnosis Report
宋威龙
Keyword: husband
100
AI Visibility Score
(0–100)
100
Discovery Score
Found even when users don't know you?
100
Brand Score
How AI describes you — sentiment-weighted
"宋威龙's AI visibility in 'husband' is Excellent, with a significant gap in 'None' scenarios"
Report Date: 2026-04-05 · Query Scenarios: 4 · Sources: GPT / Claude / Kimi + Tavily
T0 · BASELINE AWARENESS PROBE
AI First Impression of 宋威龙
Before designing any query, we asked 4 AIs: "Do you know what 宋威龙 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: 宋威龙 (Song Weidong) is a Chinese actor and model known for his roles in various television dramas and films. He gained popularity for his performances in series such as "The King's ...
ZH: 宋威龙是一位中国大陆的男演员和模特，以其在影视剧中的表现而受到关注。他因出演多部热门剧集而获得了广泛的认可和喜爱。
EN: 宋威龙 (Song Weilong) is a Chinese actor and model born in 1999. He gained popularity through various television dramas and films, particularly in youth-oriented romantic series. He i...
ZH: 宋威龙是中国内地男演员，1999年出生于辽宁省大连市。他主要从事影视表演工作，曾出演过《下一站是幸福》、《以家人之名》、《十年一品温如言》等热门电视剧，以清新的形象和自然的演技受到观众喜爱。
EN: 宋威龙 is a Chinese actor and model. He gained popularity for his roles in various Chinese television dramas and movies, such as "Fox Spirit Matchmaker" and "Love O2O." He is known fo...
ZH: 宋威龙是一位中国大陆的年轻演员和模特。他主要在电视剧和电影中担任演员，参与表演工作。此外，他还参与一些时尚活动和广告代言。
EN: 宋威龙 is a Chinese actor and model. He is known for his roles in various television dramas, such as "Find Yourself" and "The Blooms at Ruyi Pavilion," and has gained popularity prima...
ZH: 宋威龙是中国内地男演员和模特，主要活跃于影视剧领域。他因出演《下一站是幸福》《以家人之名》等电视剧而受到关注。
EXECUTIVE SUMMARY
Executive Summary
3 Key Findings
- In 16 query scenarios, 宋威龙 appeared in 100% — above industry average
- EN LLMs (GPT/Claude) hit rate 100%, 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 宋威龙 相关内容只占 13%。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
100
AI Visibility Score (0–100)
100%
Query Hit Rate
Mentions / Total Queries
#—
Avg. Rank
Position when mentioned
Scenario Coverage
✓ 品牌认知✓ 场景✓ 品牌深度✓ 类型
CHAPTER 2
LLM Performance Breakdown
100%
LLM Consistency
Strong consensus across LLMs
100%
EN LLM Hit Rate
GPT / Claude
0%
Non-EN LLM Hit Rate
Kimi
🔍 Level 1 · Discovery
100% hit (2/2)
When users don't know 宋威龙, does AI proactively recommend it?
| Query Scenario | Claude Sonnet
EN | GPT-4o
EN |
|---|
类型
What kind of actor is Song Weilong? | ✓ | ✓ |
🎯 Level 2 · Scenario
100% hit (2/2)
When users solve specific problems, does 宋威龙 appear?
| Query Scenario | Claude Sonnet
EN | GPT-4o
EN |
|---|
场景
What youth romantic dramas has Song Weil... | ✓ | ✓ |
🏷 Level 3 · Brand Awareness
100% hit (2/2)
Users know 宋威龙 — does AI?
| Query Scenario | Claude Sonnet
EN | GPT-4o
EN |
|---|
品牌认知
What is Song Weilong known for? | ✓ | ✓ |
🔬 Level 4 · Brand Depth
100% hit (2/2)
How deep is AI's knowledge of 宋威龙's technical details and competitors?
| Query Scenario | Claude Sonnet
EN | GPT-4o
EN |
|---|
品牌深度
Can you list some popular dramas of Song... | ✓ | ✓ |
Representative descriptions of 宋威龙 by each LLM
"Song Weilong is recognized for his roles in youth dramas and romantic series like 'Put Your Head on My Shoulder'."
"Song Weilong is a versatile Chinese actor known for his charm and roles in romance and historical dramas."
CHAPTER 3
User Decision Journey
At which stage of the buying journey does AI lose track of you?
💡 Awareness
100%
类型 · 场景 · 品牌认知 · 品牌深度
Sentiment Drift Detection
✓ Sentiment consistent across all stages — no trust gap detected
CHAPTER 4
Content Source Audit
12%
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 |
0/1 |
|
| 普通来源 |
2/13 |
|
Backlink Audit (authority of sources that cite you)
| Domain | Authority Level | Recognition |
|---|
| www.tiktok.com |
普通来源 |
✓ Widely Recognized |
Top Cited Sources
| www.facebook.com |
4 citations |
| www.tiktok.com |
3 citations |
| www.mindbodygreen.com |
2 citations |
| africa.businessinsider.com |
1 citations |
| www.reddit.com |
1 citations |
| creators.spotify.com |
1 citations |
ACTION ROADMAP
Action Roadmap
增加第三方平台内容覆盖
搜索结果中 宋威龙 相关内容只占 13%。AI 引用来源严重不足，需要系统性扩充第三方内容。
Platform: Reddit / YouTube / Instagram / TikTok / 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 kind of actor is Song Weilong?... |
✓ |
Positive |
| 场景 |
What youth romantic dramas has Song Weilong starred in?... |
✓ |
Positive |
| 品牌认知 |
What is Song Weilong known for?... |
✓ |
Positive |
| 品牌深度 |
Can you list some popular dramas of Song Weilong?... |
✓ |
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 宋威龙 most widely seen in the AI world.
Dominant Impression
“宋威龙是一位多才多艺的中国演员，以其迷人的外表和在青春浪漫剧中的出色表现而闻名。”
魅力 多才多艺 青春剧 浪漫剧
Narrative Tone
Neutral
Sentiment
Positive
Narrative Consistency
95/100
Blind Spots:
缺乏对其个人生活的深入了解 未提及其在其他类型剧中的表现
Language Variation: 中英文描述在对宋威龙的魅力和多才多艺的强调上基本一致。
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: Not Propagable
ChatGPT英文用户
Positive
新剧关注
年轻观众 剧迷
Claude英文用户
Positive
甜蜜爱情故事
年轻观众 剧迷
ChatGPT中文用户
Positive
好评角色
年轻观众 剧迷
※ 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
商业精英
城市中产
⚡ Natural Amplifiers
社区KOL
LAYER 3 · SANDTOWN
Sandtown Propagation Simulation