# 未来科技测评 (@2217670441) on douyin

- id: koinon:creator:douyin_2217670441
- url: https://koinonlink.com/kol/douyin/2217670441
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 2217670441
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAQhjsnaX-ELt3Wwt57P9nZUo1zYD5N8P0KCX6uEwCmCc
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 553754
- following: 9
- posts_total: 21
- posts_observed: 1
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0222
- best_post_interactions: 12295
- 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: ai_tools
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: 无人机与相机评测, AI技术与应用, 折叠屏手机与笔记本, 新能源汽车与机器人, 游戏本与处理器
- bio: 带你看尽世界奇闻异事，探寻未解之谜。

## Audience (inferred)
- status: present
- description: general tech enthusiasts and potential buyers interested in consumer electronics and AI hardware
- roles: consumer, general_ai
- seniority: consumer
- pain_points: struggling to keep up with rapid product iterations and unsure about real value, needing clear use cases and purchase recommendations, doubting the practicality of AI features, wanting to discover high-value tech products with good性价比
- posts_analysed: 41
- confidence: 0.75

## 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: 68
- 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_2217670441#8fbae9c6] 大疆Osmo Pocket 3口袋云台相机 一英寸传感器提升Vlog画质#大疆相机 #相机推荐 #云台相机 / @未来科技测评创作的原声 / 价格公布瞬间，全场炸了！30.29万买这些配置，泰山X8真香#岚图泰山X8五座新王#岚图泰山X8预售发布20小时订单突破20000台 / 今天看到一个新品牌叫AIVA，发布会上有句话让我想了很久： "AI在前面挖矿，人在后面淘金"。 作为AI深度用户我太懂了：我每天让AI帮我写方案、做分析、整理信息，它就是在帮我"挖矿"。 但AIVA把这件事做到了产品定义层面——让AI先挖，人再挑。 如果大模型能"挖"出我没想到的 (https://www.douyin.com/user/MS4wLjABAAAAQhjsnaX-ELt3Wwt57P9nZUo1zYD5N8P0KCX6uEwCmCc)
- [douyin_2217670441#18a4a4bc] #汽车圈第一个AI生命体  #赛豆科技AIVA品牌发布会  #赛豆AI汽车AIVA亮相 / AI的作用 / AIVA的创新 / 对AIVA的期待 / 软萌豆子外表，硬核造车内核！赛豆科技启航AI汽车新赛道！据传6月发布新品牌#曝赛力斯将发布新品牌赛豆科技 #赛豆科技成立 #AI汽车

## 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=86, 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=86, 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=86, 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: 86
- audience_updated_days_ago: 84

## 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_2217670441
- Request removal: https://koinonlink.com/claim?k=douyin_2217670441
- Terms: https://koinonlink.com/for-ai