# 吴总游戏开发 (@2672235823251195) on douyin

- id: koinon:creator:douyin_2672235823251195
- url: https://koinonlink.com/kol/douyin/2672235823251195
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 2672235823251195
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAebACiELrFtsBmSMcsRJ7xJQkAdZHcwUD8uW1zQOwD2bI2gDXh9HK5p7H2ahbaHDL
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 15843
- posts_observed: 5
- verified: false
- size_tier: koc

## Engagement
- status: average_measured
- engagement_rate: 0.00738
- engagement_rate_basis: average_of_observed_posts
- avg_interactions_per_post: 117
- 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: gaming
- subcategory: indie
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: 游戏立项与玩法市场评估, 定制开发交付标准与避坑, 盈利模式选择, 中小团队/个人开发者机会与现状, AI在游戏开发中的应用
- bio: 专注游戏定制化开发6年｜游戏外包
已开发游戏超过350款成品，可以直接使用
欢迎关注查看案例，咨询合作

## Audience (inferred)
- status: present
- description: independent game developers, small teams, and entrepreneurs/owners looking to customize TikTok mini-games
- roles: dev
- seniority: decision_maker
- pain_points: low-cost outsourcing contracts with hidden price hikes, delays, or abandoned projects after signing, unclear ownership of source code, commercial licensing rights, and delivery standards leading to future complications, poor gameplay selection at launch resulting in low traffic ceilings or difficulty recovering investment, app store approval rejection or wrong monetization strategy leading to wasted budget and no returns
- posts_analysed: 67
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 60
- authenticity_basis: engagement_observed
- credibility_score: 47
- 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_2672235823251195#18218a36] 游戏开发一图流显示！ #游戏开发 #独立游戏 #抖音小游戏 / @吴总游戏开发创作的原声 / 定制游戏开发全流程 说的明明白白 / 这么有趣的合集，不能只有我一个人知道吧 / #游戏开发 #独立游戏 #抖音小游戏 / 游戏开发团队什么样的？ #游戏开发 #小游戏 #独立游戏 #游戏开发公司 / #游戏开发 #小游戏 #独立游戏 #游戏开发公司 / 零基础也可做游戏！30天做出迷宫探险游戏！ #游戏开发  #游戏 / 带你了解小游制作过程，赚钱的方法和运营技巧 / #游戏开发  #游戏 / 一套可直接复用的游戏立项标准，建议收藏 立项篇到这里就收尾了，这期 (https://www.douyin.com/user/MS4wLjABAAAAebACiELrFtsBmSMcsRJ7xJQkAdZHcwUD8uW1zQOwD2bI2gDXh9HK5p7H2ahbaHDL)
- [douyin_2672235823251195#396cdeac] 可以对照看看你的项目，目前卡在了哪一步？
- [douyin_2672235823251195#107d3378] 建议收藏备用，正式立项的时候逐项核对更稳妥。
- [douyin_2672235823251195#387ff629] 下一期我们正式进入预制作阶段#游戏开发 #游戏定制开发 #游戏制作 #独立游戏#游戏创业 / 一切都在变好（生命力BGM）

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

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=91, 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=77, 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=91, 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=91, method=platform_profile

## Freshness
- profile_checked_days_ago: 91
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 9
- 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_2672235823251195
- Request removal: https://koinonlink.com/claim?k=douyin_2672235823251195
- Terms: https://koinonlink.com/for-ai