# 哆啦K叔 (@gzl310922) on douyin

- id: koinon:creator:douyin_gzl310922
- url: https://koinonlink.com/kol/douyin/gzl310922
- schema_version: 1.4

## Identity
- platform: douyin
- handle: gzl310922
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAKGnPHmr3lCYciJyMgcRmmCLoKxWguXoaVVYGFqsqZTmKs62JvkKx0wmdjYZC1Ps7
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1198181
- following: 28
- posts_total: 28
- posts_observed: 2
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01472
- best_post_interactions: 17638
- 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: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: app
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: 手机拍照与性能横评, 手机系统与使用小技巧, 数码产品测评推荐, 微信隐藏功能与清理, 生活安全与充电知识
- bio: 🤖 赛博百宝袋：极客装备｜生产力工具｜硬核测评
🧲 吸力棒（只吸好物）｜💊 遗忘药（忘记智商税）
🔧 拆解｜对比｜长期使用报告
💁🏼"大雄看了都想借" 的装备库
📮KKannaLam

## Audience (inferred)
- status: present
- description: General users interested in smartphones and consumer electronics, primarily young white-collar workers and students in first-tier and second- to third-tier cities
- roles: consumer, general_ai
- seniority: consumer
- pain_points: Difficulty comparing real-world performance across different phone brands when making a purchase, Operational frustrations like forgetting phone passwords, running out of storage, or losing WeChat files, Concerns about charging safety and privacy risks when staying at hotels, Wanting to quickly learn practical tips without having to go through complicated tutorials
- posts_analysed: 69
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 64
- authenticity_basis: engagement_observed
- credibility_score: 68
- 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_gzl310922#7fd84281] 3大Ultra影像对决，日常拍照选哪台❓️ #vivo #oppo #小米 #拍照 #数码 (https://www.douyin.com/user/MS4wLjABAAAAKGnPHmr3lCYciJyMgcRmmCLoKxWguXoaVVYGFqsqZTmKs62JvkKx0wmdjYZC1Ps7)
- [douyin_gzl310922#26523c9b] @哆啦K叔创作的原声
- [douyin_gzl310922#1868fcd8] #vivo #oppo #小米 #拍照 #数码
- [douyin_gzl310922#af458d08] 100万人都想买的相机📷电子茅台实锤❓️ #富士相机#测评 #数码科技 #氛围感拍照 #自出
- [douyin_gzl310922#028009e6] #富士相机#测评 #数码科技 #氛围感拍照 #自出
- [douyin_gzl310922#a9ceae1d] 手机望远镜已买🔭演唱会到底谁夯谁拉❗ #演唱会现场 #手机摄像头 #oppo #vivo #横向对比
- [douyin_gzl310922#b3521a58] 作者声明：个人观点，仅供参考
- [douyin_gzl310922#57e86c90] #演唱会现场 #手机摄像头 #oppo #vivo #横向对比

## 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=84, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=84, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=84, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=85, 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=85, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, 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=85, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 85
- audience_updated_days_ago: 84

## AI retrieval
- indexing_requests: 11
- 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_gzl310922
- Request removal: https://koinonlink.com/claim?k=douyin_gzl310922
- Terms: https://koinonlink.com/for-ai