# Ai教学黄老师 (@ai162248) on tiktok

- id: koinon:creator:tiktok_ai162248
- url: https://koinonlink.com/kol/tiktok/ai162248
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: ai162248
- platform_url: https://www.tiktok.com/@ai162248
- country: Japan
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2530
- following: 234
- posts_observed: 6
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: 0.9
- category_source: derived_from_recent_content
- topics: AI短视频创作与提示词教学, 工厂/餐饮实体店宣传片生成, TikTok爆款复刻与带货视频, AI数字人/虚拟博主探店视频, 中老年AI学习与养老应用
- bio: Ai➕自媒体教学
0基础AI陪学｜手机AI实用课｜抓住时代风口
不讲复杂理论，只做手把手教学
【ai课程】加[contact removed]

## Audience (inferred)
- status: present
- description: Shop owners, factory operators, and food service professionals who mainly use AI for short video promotion and customer acquisition
- roles: content
- seniority: decision_maker
- pain_points: Producing promotional videos requires on-camera appearances, complex camera movements, and high production costs, Lack the skills to quickly generate trending short videos and sales-driven content using AI tools, Poor results from short video marketing—low traffic and difficulty replicating viral content, Older generations face high learning barriers with AI tools and lack hands-on, step-by-step guidance
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 36
- authenticity_basis: profile_shape_only
- credibility_score: 36
- 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
- [tiktok_ai162248#3e62030e] 本视频含AI生成内容 短视频AI创作，不用拍摄、不用演绎、省时间、不费力创作爆款视频#工厂短视频培训#机械设备工厂#精密零件加工#数控机床#员工绩效 (https://www.tiktok.com/@ai162248)
- [tiktok_ai162248#8622bd75] original sound - ai162248
- [tiktok_ai162248#8a5ed320] It is a becoming a big trend on TikTok now! Click here: 工厂短视频培训
- [tiktok_ai162248#1a91cf3a] Check out Ai教学黄老师’s video! #TikTok >
- [tiktok_ai162248#285908fb] 今日TK爆品分享+AI复刻同款素材 #tiktok #tk爆品 #ai复刻 #爆款复刻 #郑和数据
- [tiktok_ai162248#b43d7e97] AI 你真的比我本人还神经#cnc加工 #五轴加工
- [tiktok_ai162248#841989ba] 盘点工厂老板5种AI引流视频 让获客更简单 #AI #AI创意视频 #鲍俞成
- [tiktok_ai162248#9dd6cff4] 愿广府乡音，永不落幕 铜煲熬得岁月长，乡音不应逐风凉。曾是巷头家常语，莫待来日空回望。#抖音ai创作大赛 #ai创作浪潮计划 #传统 #爷爷 #白话

## 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=57, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=57, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=57, 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=57, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=61, 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=0.25, freshness_days=57, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — 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=61, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => 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=61, method=platform_profile

## Freshness
- profile_checked_days_ago: 61
- content_analysed_days_ago: 57
- audience_updated_days_ago: 57

## AI retrieval
- indexing_requests: 8
- 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=tiktok_ai162248
- Request removal: https://koinonlink.com/claim?k=tiktok_ai162248
- Terms: https://koinonlink.com/for-ai