# 谭谈数码 (@tantanshuma) on douyin

- id: koinon:creator:douyin_tantanshuma
- url: https://koinonlink.com/kol/douyin/tantanshuma
- schema_version: 1.4

## Identity
- platform: douyin
- handle: tantanshuma
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAYRl-I63q006qiwDXqPj_xVQuf-CMiqkRyr0YyiF7aE8
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 828544
- following: 260
- posts_total: 122
- posts_observed: 1
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.03361
- best_post_interactions: 27850
- 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: 游戏外设评测, 手机新品推荐与爆料, 音频耳机音箱, 桌搭氛围搭建, 品牌618/换机攻略
- bio: 🚀 商务[contact removed]
📱 iPhone Android｜ 精致种草科技博主
🕹 科技｜电车｜数码｜VR ｜居家旅行
🖥 科技数码发烧友 让生活更有温度

## Audience (inferred)
- status: present
- description: digital tech enthusiasts, gamers, and smartphone accessory shoppers, primarily young consumers
- roles: consumer
- seniority: consumer
- pain_points: hard to judge compatibility and feel when choosing game controllers or keyboards, still unsure after comparing phone specs like performance, battery, and camera, struggling to balance budget with audiovisual quality when building a gaming setup, overwhelmed by too much info on high-value tech products and unsure who to trust
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.7
- 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_tantanshuma#259669bb] ROG雷切2 XBOX无线游戏手柄，不许再说是外设问题了 #rog雷切2#xbox #游戏手柄 #双影奇境 #地平线 (https://www.douyin.com/user/MS4wLjABAAAAYRl-I63q006qiwDXqPj_xVQuf-CMiqkRyr0YyiF7aE8)
- [douyin_tantanshuma#2031a510] @谭谈数码创作的原声
- [douyin_tantanshuma#6d529d21] #rog雷切2#xbox #游戏手柄 #双影奇境 #地平线
- [douyin_tantanshuma#a0c80c20] 兼容性和续航
- [douyin_tantanshuma#9cf212b4] 多设备党，选择一把好手柄有多重要 #北通#游戏手柄#精英手柄#北通宙斯2
- [douyin_tantanshuma#210f988b] #北通#游戏手柄#精英手柄#北通宙斯2
- [douyin_tantanshuma#a3e83ece] HIFI耳机也同样是游戏耳机？还得是ROG#rog臻世#hifi耳机#游戏耳机#三角洲行动#cs
- [douyin_tantanshuma#63172a4d] 个人观点，仅供参考

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=78, 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: 78

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