# CDS汽车设计 (@46107494560) on douyin

- id: koinon:creator:douyin_46107494560
- url: https://koinonlink.com/kol/douyin/46107494560
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 46107494560
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAb0nkQAekJ0kudtCGDjzWKmcS6KHpCYTCbmQ146BagzDcGP1-P-SYdp2C3_DiJVPZ
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 5064
- following: 14
- posts_total: 135
- posts_observed: 1
- verified: true
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: devtools
- category_confidence: 0.75
- category_source: derived_from_discovery_path
- topics: 汽车设计专业前景与优势, CDS课程与全流程教学, 学生日常与作品展示, 求职offer与面试经验, 油泥模型与实体制作, 留学与海外院校信息
- bio: CDS交通工具设计学院🏎️
蝉联口碑影响力职业教育品牌🥇
🌟汽车设计留学作品集辅导/无门槛教学
🌟交通工具设计职业培训/职业晋升/零基础转行
培养学生遍布全球60+车企工作✍️
后台1v1咨询～

## Audience (inferred)
- status: present
- description: college students, art majors, career switchers with no background, and parents, all aiming to enter automotive design companies or build portfolios for studying abroad
- roles: design
- seniority: learner
- pain_points: limited understanding of automotive design programs and distorted perception of competition, lack of professional guidance in portfolio and clay modeling development, few job offers and inadequate interview preparation, difficulty finding reliable training programs and industry connections with car manufacturers
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.3
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: platform_default
- credibility_score: 58
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [douyin_46107494560#889c2982] 为什么要学汽车设计？听听他们的真实感受📢 (https://www.douyin.com/user/MS4wLjABAAAAb0nkQAekJ0kudtCGDjzWKmcS6KHpCYTCbmQ146BagzDcGP1-P-SYdp2C3_DiJVPZ)
- [douyin_46107494560#f8008324] #汽车设计 #设计师 #强烈推荐 #内容太过真实 @抖音小助手 @DOU+小助手 / @CDS汽车设计创作的原声 / 获取一对一解答 / 强烈安利❗️被严重低估的汽车设计专业🔥
- [douyin_46107494560#7f965192] 要知道现在新能源可是万亿规模的风口，而汽车设计就是这条风口上的核心岗位！但离谱的是，了解这个专业的同学和家长，只有工业设计的1/10🤯
- [douyin_46107494560#46427420] 这意味着什么？竞争小，潜力天花板！
- [douyin_46107494560#f91bb5e9] 但问题来了：知道这个赛道的人少，能教出车企认可人才的地方更少！
- [douyin_46107494560#cc882429] 深耕汽车设计教育11年的CDS 交通工具设计学院，早就为你铺好路了！
- [douyin_46107494560#e62a6da0] 不管你是零基础小白、工业/产品在校生、想转汽车赛道……CDS 都能一站式搞定！
- [douyin_46107494560#4c7cce32] #汽车设计 #作品集 #设计师 #求职@抖音小助手 / 这么有趣的合集，不能只有我一个人知道吧 / 强烈安利❗️被严重低估的汽车设计专业🔥

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=57, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=57, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=110, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=57, method=Fixed value 58, pending engagement collection. Not a measurement. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=110, method=llm_partner_fit_classifier + fit_score >= 0.5 => A; >= 0.35 => B; else C. authenticity is not an input. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 57
- audience_updated_days_ago: 57

## AI retrieval
- indexing_requests: 7
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=douyin_46107494560
- Request removal: https://koinonlink.com/claim?k=douyin_46107494560
- Terms: https://koinonlink.com/for-ai