# 冯飞飞Ai (@xuebaonainai69) on douyin

- id: koinon:creator:douyin_xuebaonainai69
- url: https://koinonlink.com/kol/douyin/xuebaonainai69
- schema_version: 1.4

## Identity
- platform: douyin
- handle: xuebaonainai69
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAHSOmUlGGahn0MEXdVj5s0VSI0Gybpqih4X4ON0UipY42jNHdg9u6CFyPF51XTyc9
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 214420
- following: 52
- posts_total: 16
- posts_observed: 3
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 2.24069
- best_post_interactions: 480449
- 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: 0.97
- category_source: derived_from_recent_content
- topics: AI提示词分享与合集, AI图像/视频生成与修复, AI Agent与一人公司工具, AI入门教程与学习资源, AI电商与内容创作应用, 国产/开源AI工具测评
- bio: 前大厂产品经理，现AI传媒公司合伙人。
Ai产品真实测评，真实不废话，降低AI认知差，信息差。
只挑选真正有用的产品！效率起飞！
商务v：903502534

## Audience (inferred)
- status: present
- description: Professionals looking to quickly get started with AI tools, and content or e-commerce creators, mainly beginners to early-intermediate users seeking practical, efficiency-driven tools and prompt strategies
- roles: automation
- seniority: learner
- pain_points: Can't find truly effective, no-fluff AI tools and reviews, Don't know how to write good prompts, leading to poor AI-generated images or videos, Want to use AI for e-commerce design, video, or content creation but don't know how to apply it in practice, Find it hard to set up AI agents or AI employees due to high learning curve and lack of reliable starting points
- posts_analysed: 45
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.85
- 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: A — 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_xuebaonainai69#abb7b46c] 感觉治好了多年的老花眼！ #AIGC  #4k超清  #表情包  #AI让记忆不再模糊 (https://www.douyin.com/user/MS4wLjABAAAAHSOmUlGGahn0MEXdVj5s0VSI0Gybpqih4X4ON0UipY42jNHdg9u6CFyPF51XTyc9)
- [douyin_xuebaonainai69#c4f5f05c] YOU CAN ASK
- [douyin_xuebaonainai69#5c506d67] #AIGC  #4k超清  #表情包  #AI让记忆不再模糊
- [douyin_xuebaonainai69#930e51b9] 想吃上AI这碗饭，先按顺序学完这4位大神的课程 #大模型 #AI教程 #自我提升#AI学习 #人工智能 #AI入门 #零基础学AI
- [douyin_xuebaonainai69#b281811b] 通往未来的道路
- [douyin_xuebaonainai69#63172a4d] 个人观点，仅供参考
- [douyin_xuebaonainai69#1725568f] #大模型 #AI教程 #自我提升#AI学习 #人工智能 #AI入门 #零基础学AI
- [douyin_xuebaonainai69#f7270dae] 这是一个专治ai听不懂提示词的宝藏网站，小白也能轻松上手！ #AI网站 #提示词  #效率神器 #办公技巧 #ai编程

## 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: 12
- 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_xuebaonainai69
- Request removal: https://koinonlink.com/claim?k=douyin_xuebaonainai69
- Terms: https://koinonlink.com/for-ai