# 阿法智能测评 (@3.1415926alpha) on douyin

- id: koinon:creator:douyin_3.1415926alpha
- url: https://koinonlink.com/kol/douyin/3.1415926alpha
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 3.1415926alpha
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAi3PMTzeeRQ_769vD_BpmjQC6mqtgIhLDn08yfFbXfR8
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1876588
- following: 127
- posts_total: 206
- posts_observed: 9
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.04284
- best_post_interactions: 80398
- 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: 手机测评与推荐, 笔记本电脑选购, AI智能眼镜与硬件, 耳机与音频设备, 空调等家居家电, 618/开学季购物攻略
- bio: 🎧 智能产品「 风向标 」
🏠 家居家电丨科技数码丨测评开箱丨避坑攻略
🖥 整点实用黑科技，不花冤枉钱！
探讨：wonghaoxi

## Audience (inferred)
- status: present
- description: General consumer electronics users, individuals shopping for products like smartphones, laptops, headphones, and air conditioners
- roles: consumer, content
- seniority: consumer
- pain_points: Easily misled by marketing into overpaying or choosing the wrong product, Want authentic user experiences and warnings about pitfalls but lack reliable information, Interested in new AI and smart gadgets but worried about low practicality, On a tight budget and want trustworthy, high-value recommendations
- posts_analysed: 35
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.1
- 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: 84
- 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_3.1415926alpha#7bf30816] 为马拉松打造一块表？#华为WatchGT Runner 2 赛道传奇款#用华为跑表准没错#跑神同款智能专业跑表 / @阿法智能测评创作的原声 / 作者声明：内容由 AI 生成 / 不用修图？！我愿称之为夏天出片神器！#vivos60 #vivos60我喜欢我 #我们去看星星海 / 空气都能管明白？ (https://www.douyin.com/user/MS4wLjABAAAAi3PMTzeeRQ_769vD_BpmjQC6mqtgIhLDn08yfFbXfR8)
- [douyin_3.1415926alpha#02576f9b] #TCL空调 #TCL小蓝翼P7Ultra #TCL小蓝翼夏日好梦计划 #空调选购 / 玩出自己的新花样，吃上通信自助餐了！ #智能通信自助餐 #联通魔方  #中国联通 #通信服务 / #智能通信自助餐 #联通魔方  #中国联通 #通信服务 / 想要学习AI，AI轻薄本你该怎么选#华硕无畏16SE2026#华硕无畏#AI全能本#618买电脑#英特尔酷睿

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=84, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=84, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, 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=106, 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=106, 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=106, method=platform_profile

## Freshness
- profile_checked_days_ago: 106
- content_analysed_days_ago: 85
- audience_updated_days_ago: 84

## AI retrieval
- indexing_requests: 10
- 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_3.1415926alpha
- Request removal: https://koinonlink.com/claim?k=douyin_3.1415926alpha
- Terms: https://koinonlink.com/for-ai