# TK玩数码 (@sensenmu) on douyin

- id: koinon:creator:douyin_sensenmu
- url: https://koinonlink.com/kol/douyin/sensenmu
- schema_version: 1.4

## Identity
- platform: douyin
- handle: sensenmu
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAndznTE2avc1j0YUaUzY60vZcx5d2vrKHs6Twzd5k4Xw
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2451189
- following: 202
- posts_total: 81
- posts_observed: 1
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.02414
- best_post_interactions: 59182
- 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: 0.8
- category_source: derived_from_recent_content
- topics: 红米/小米手机平板评测, 长续航与散热实测, 数码礼物推荐, AI眼镜/手表/相机体验, 华为/荣耀/OPPO/vivo新品对比, 轻薄本与打印机选购
- bio: 数码科技测评
v：luoexist823

## Audience (inferred)
- status: present
- description: General digital consumers, primarily home users, students, and blue-collar workers, focused on practical recommendations for mid-to-low-priced smartphones, tablets, and laptops, as well as gift selection
- roles: consumer, general_ai
- seniority: consumer
- pain_points: Struggling to find durable, long-lasting, and high-value smartphones for parents or family members, Unable to find a well-rounded laptop or tablet within a 5,000–8,000 RMB budget, Device overheating, poor battery life, and complicated operation disrupting daily use, Confused about which products are truly worth buying during events like 618, national subsidies, or the Lunar New Year shopping festival
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.2
- 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: 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_sensenmu#52391ce5] 毕业给爸妈换机选#红米Note17小金刚 满级抗摔防水，超大电量太省心 #红米小金刚抗摔防水长续航 (https://www.douyin.com/user/MS4wLjABAAAAndznTE2avc1j0YUaUzY60vZcx5d2vrKHs6Twzd5k4Xw)
- [douyin_sensenmu#104573ef] @TK玩数码创作的原声
- [douyin_sensenmu#49cb9010] 作者声明：内容由 AI 生成
- [douyin_sensenmu#7e23b160] 618来了!热门长续航手机，看哪款更适合你!#vivoY600Pro#618购机攻略 #长续航手#vivo #荣耀X70
- [douyin_sensenmu#b3521a58] 作者声明：个人观点，仅供参考
- [douyin_sensenmu#86d3aba2] 用#华为Vision智慧屏6Pro 看悬疑剧，这沉浸感绝了！#华为智慧屏 #华为Vision智慧屏#华为电视 #超6好屏秒入现场
- [douyin_sensenmu#d1098968] 告别发热笨重！REDMI K Pad 2硬核上手，8.8英寸口袋大魔王，满帧电竞装进口袋#第二代口袋大魔王#红米KPad2#京东游戏平板
- [douyin_sensenmu#c90e6568] 外观与屏幕

## 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: 13
- 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_sensenmu
- Request removal: https://koinonlink.com/claim?k=douyin_sensenmu
- Terms: https://koinonlink.com/for-ai