# 阿高的科技测评 (@FGZ199362) on douyin

- id: koinon:creator:douyin_fgz199362
- url: https://koinonlink.com/kol/douyin/FGZ199362
- schema_version: 1.4

## Identity
- platform: douyin
- handle: FGZ199362
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAmRYo4AVchVZ4KEBhs762GaRMDa1oVxMa275CSS7w5wWVFVAVexNiS26trPWtNYqM
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2188527
- following: 2
- posts_total: 77
- posts_observed: 1
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01472
- best_post_interactions: 32222
- 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: 智能手机评测与使用技巧, 新能源汽车与车机系统, AI工具（如豆包）实际体验, 智能手表/耳机健康与功能, 数码产品常见问题解决
- bio: 碎片化的时间让我为你带来大震撼 📸
数码科技丨畅享生活丨验证实测

## Audience (inferred)
- status: present
- description: Young and middle-income consumers who are tech-savvy digital product buyers, particularly interested in domestic brands like Huawei and Xiaomi across smartphones, electric vehicles, smart wearables, and AI tools
- roles: consumer, general_ai
- seniority: consumer
- pain_points: Phone performance slowing down, battery degrading quickly—unsure if it's time to upgrade, Difficulty assessing real-world experience and value for money when choosing cars or electronics, Concerns about privacy breaches and apps secretly listening, Uncertainty about whether new AI features and smart devices are truly useful or worth the purchase
- 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: 64
- 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_fgz199362#3ddee0bd] 原来韩剧里面的氛围感是这么形成的！#韩剧 #高温 #氛围感 (https://www.douyin.com/user/MS4wLjABAAAAmRYo4AVchVZ4KEBhs762GaRMDa1oVxMa275CSS7w5wWVFVAVexNiS26trPWtNYqM)
- [douyin_fgz199362#8045ef93] @阿高的科技测评创作的原声
- [douyin_fgz199362#63172a4d] 个人观点，仅供参考
- [douyin_fgz199362#b5d1655c] 空调的特点
- [douyin_fgz199362#2728b132] 手机也能开卷考试了？所以它到底能考多少分！#考试 #摄像
- [douyin_fgz199362#f4ddfe22] 拍出杯子的价值感
- [douyin_fgz199362#a96b26bb] 拍摄远处风景
- [douyin_fgz199362#e3557e01] 小米澎程来了？这波你要抢首发吗！#小米汽车 #惊喜 #搞笑

## 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_fgz199362
- Request removal: https://koinonlink.com/claim?k=douyin_fgz199362
- Terms: https://koinonlink.com/for-ai