# 数码K学姐 (@95676377213) on douyin

- id: koinon:creator:douyin_95676377213
- url: https://koinonlink.com/kol/douyin/95676377213
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 95676377213
- platform_url: https://www.douyin.com/user/MS4wLjABAAAANhYkY_mZy4xr768pDE8GUfyhMNyNSnEYbn4sdzNRE2o
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1954697
- posts_observed: 6
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.0115
- engagement_rate_basis: average_of_observed_posts
- avg_interactions_per_post: 22479
- 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: app
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: 手机评测与性能对比, 新能源汽车与车机体验, 智能家电与家居场景, 摄影设备与拍摄技巧, 购物节好物推荐
- bio: 📱新品开箱 /🎧好物推荐 / 🖥️智能生活
掌握一线科技圈资讯
分享好玩好用的数码好物！
ssyfc_

## Audience (inferred)
- status: present
- description: Young consumers, especially students, gamers, and everyday tech buyers, focused on value for money and practical features in smartphones, cars, and home appliances
- roles: consumer
- seniority: consumer
- pain_points: Struggling to determine if a new phone's gaming performance and camera quality are worth the price, Limited budget but want reliable, suitable tech products for student life or daily commuting, Lack of firsthand experience with real-world performance of electric vehicles and smart home devices, Easily overwhelmed by marketing noise during shopping festivals, unsure which product is truly worth buying
- posts_analysed: 71
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.4
- 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: 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_95676377213#e87eaf8d] #企业采购新体验省心采购快闪馆#京东1111又好又便宜#京东企业购1111又好又便宜 (https://www.douyin.com/user/MS4wLjABAAAANhYkY_mZy4xr768pDE8GUfyhMNyNSnEYbn4sdzNRE2o)
- [douyin_95676377213#edec2e25] @数码K学姐创作的原声
- [douyin_95676377213#7423f4e3] 大疆扫地机到底值不值得入手，敢不敢来试试？#扫地机器人#大疆扫地机器人#大疆ROMOP#家电选购指南
- [douyin_95676377213#99fe5070] 广汽丰田首款鸿蒙D级车，上海车展首秀#2025上海车展首秀 #丰田鸿蒙座舱全球 #铂智7 #铂智3X
- [douyin_95676377213#68bdf873] 摩友本命手表，会昂昂昂的手表#荣耀手表6Plus张雪机车联名款#荣耀手表6Plus#荣耀昂昂昂手表#荣耀手表
- [douyin_95676377213#13de0202] 全明星挑战赛初体验，这游戏表现我直接下单了#红⽶k90⾄尊版#3k性能魔王#k90至尊版全明星挑战赛
- [douyin_95676377213#191dac6f] 高考完换新机，开启你的元气旅程#荣耀600元气版#荣耀600#金榜题名荣耀前行
- [douyin_95676377213#bf9a4bb9] REDMI K90至尊版新品性能科普，名副其实3K档游戏性能魔王#红米K90至尊版#3K性能魔王

## 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=75, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=75, 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=75, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=95, 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=75, 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=95, 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=95, method=platform_profile

## Freshness
- profile_checked_days_ago: 95
- content_analysed_days_ago: 75
- audience_updated_days_ago: 75

## 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_95676377213
- Request removal: https://koinonlink.com/claim?k=douyin_95676377213
- Terms: https://koinonlink.com/for-ai