# 程序员聊特斯拉 (@103586701107) on douyin

- id: koinon:creator:douyin_103586701107
- url: https://koinonlink.com/kol/douyin/103586701107
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 103586701107
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAnVrlJaGvQrlx4ihItWp7tjIH8_c81JCzlHx9wX7dPSE
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 473098
- posts_observed: 5
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.0144
- engagement_rate_basis: average_of_observed_posts
- avg_interactions_per_post: 6813
- measurement_source: cn_posts_max
- measurement_formula: likes + comments + shares (douyin) or likes + comments + collects (xiaohongshu), max over observed posts
- comparable_pool: peak_interactions
- status_note: engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).
- 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: fintech
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: 特斯拉哨兵模式与云功能, FSD自动驾驶与买断政策, Model Y等车型提车检查与交付, Cybercab与新车资讯, 特斯拉硬件改装与配件
- bio: 资深软件工程师＋3台特斯拉车主，特能行创始人，曾受邀见过马斯克本人。带你用软件工程抽象思维重新认识智能汽车。我的新项目：@Ai老高 
合作＋微tenengxing

## Audience (inferred)
- status: present
- description: Domestic Tesla owners and prospective buyers, especially tech-savvy enthusiasts focused on technical features, driving details, and hardware issues
- roles: consumer
- seniority: consumer
- pain_points: Sentinel mode recordings often fail to capture incidents or cannot be accessed remotely, FSD purchase/subscription pricing and policies frequently change, making decisions difficult, Pre-delivery inspection checklist is overly complex and easy to miss items, Lack of localized solutions for common Tesla hardware/software issues in China
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.85
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: engagement_observed
- credibility_score: 58
- flagged_for_review: false
- koinon_bd_grade: A — 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_103586701107#6bb23664] #特斯拉 #cybercab 无人出租车正式量产下线详解 (https://www.douyin.com/user/MS4wLjABAAAAnVrlJaGvQrlx4ihItWp7tjIH8_c81JCzlHx9wX7dPSE)
- [douyin_103586701107#77120957] 22 22
- [douyin_103586701107#2025b58f] 外观与内饰
- [douyin_103586701107#263bd6f1] #特斯拉 #焕新y 提车检查清单和注意事项
- [douyin_103586701107#26898822] 欢乐愉悦动感律动 - 放克乐观 - Funk Upbeat
- [douyin_103586701107#85a59ea7] 交付前准备
- [douyin_103586701107#2fcf2da9] 外观车漆与应急包
- [douyin_103586701107#4bbca28a] 车内仪表台与座椅

## 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=71, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=71, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=71, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=71, 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=71, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=90, 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=0.5, freshness_days=71, method=Starts at 60; interactions-per-follower on collected posts then adds or subtracts (large following with near-zero engagement is penalised heavily). — 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=90, method=llm_partner_fit_classifier + authenticity >= 55 AND fit_score >= 0.45 => A; authenticity >= 40 AND fit_score >= 0.3 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=90, method=platform_profile

## Freshness
- profile_checked_days_ago: 90
- content_analysed_days_ago: 71
- audience_updated_days_ago: 71

## AI retrieval
- indexing_requests: 12
- 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_103586701107
- Request removal: https://koinonlink.com/claim?k=douyin_103586701107
- Terms: https://koinonlink.com/for-ai