# 小黑皮数码 (@6468192) on douyin

- id: koinon:creator:douyin_6468192
- url: https://koinonlink.com/kol/douyin/6468192
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 6468192
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAaesr0OG_AYAvOJWjl8WmrgmHxiL8WtW_mmxBSUJXWSE
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 932090
- following: 85
- posts_total: 55
- posts_observed: 1
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.03768
- best_post_interactions: 35122
- 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: 智能手机评测与推荐, 折叠屏与新形态手机, 家用电器与空气净化器, AI工具使用（如豆包做PPT）, 智能穿戴与耳机, 数码产品避坑与参数解读
- bio: 商务V:xj28287798
练习时长两年半的话痨数码博主
分享有趣有用靠谱的数码资讯
干货多多的📝

## Audience (inferred)
- status: present
- description: digital gadget enthusiasts, including everyday consumers and tech aficionados looking to buy smartphones, home appliances, and smart devices
- roles: consumer, content
- seniority: consumer
- pain_points: easily get misled when choosing gadgets and don’t know which ones are truly worth it, worry that battery life, performance, and real-world experience don’t match the marketing claims, feel confused by new phone forms (like foldable screens) and AI features, have limited budgets and struggle to find reliable, high-value options
- posts_analysed: 81
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.5
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 70
- authenticity_basis: engagement_observed
- credibility_score: 76
- flagged_for_review: false
- koinon_bd_grade: B — 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_6468192#c28612d0] 把阳光和舒适穿在身上#洗烘套装#家电#洗衣机 (https://www.douyin.com/user/MS4wLjABAAAAaesr0OG_AYAvOJWjl8WmrgmHxiL8WtW_mmxBSUJXWSE)
- [douyin_6468192#1d039a0f] @小黑皮数码创作的原声
- [douyin_6468192#63172a4d] 个人观点，仅供参考
- [douyin_6468192#4eb7ce42] 四重空净过滤系统
- [douyin_6468192#398d48f8] 洗烘双重除菌除螨
- [douyin_6468192#9eaea07c] 速洗与正反转功能
- [douyin_6468192#aeaa81a4] 几分钟就能搞定整套PPT，你不会才知道吧#豆包#豆包ai#AI工具#豆包电脑端
- [douyin_6468192#6552429d] 作者声明：内容含营销推广信息

## 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=107, 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=107, 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=107, method=platform_profile

## Freshness
- profile_checked_days_ago: 107
- 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_6468192
- Request removal: https://koinonlink.com/claim?k=douyin_6468192
- Terms: https://koinonlink.com/for-ai