# 顽主实体AI新营销 (@110597862178) on douyin

- id: koinon:creator:douyin_110597862178
- url: https://koinonlink.com/kol/douyin/110597862178
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 110597862178
- platform_url: https://www.douyin.com/user/MS4wLjABAAAA0uLTr1BsEPPHPXdm1O6mccXcFe4qbyBjOW8dx1pet-8
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 198082
- posts_observed: 4
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.0163
- engagement_rate_basis: average_of_observed_posts
- avg_interactions_per_post: 3229
- 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: engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).
- 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: martech
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI全域流量破局与实体店获客, 服装店短视频/贴图号本地引流, AI写文案生成图片提效短视频生产, 同城流量矩阵与公域转私域, 实体店主IP打造与人设运营, 新旧流量周期切换与AI标配
- bio: ⭐️专注实体IP新流量变现13年
⭐️同城AI+IP&个人AI+IP变现陪跑超1000家
⭐️实体店单店破亿 AI+公域+私域操盘手
⭐️巨量创意认证讲师

## Audience (inferred)
- status: present
- description: owners and managers of physical clothing stores, especially small to medium-sized women's fashion retailers and execution leads looking to use AI for local customer acquisition
- roles: sales
- seniority: decision_maker
- pain_points: declining in-store foot traffic, with traditional walk-in and discount strategies no longer effective, manual video creation is too slow—only a few videos per day, unable to keep up with fast-moving content trends, unclear how to leverage AI for omnichannel and hyper-local targeting, leading to high customer acquisition costs, fear of falling behind competitors who are using AI and video content networks to capture new traffic waves
- posts_analysed: 91
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: engagement_observed
- credibility_score: 58
- 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_110597862178#2527a236] 实体店怎么利用AI去获客 当门店主理人还在手动去做短视频运营和门店运营的时候，我们很多学员已经利用AI拿到结果了，所以AI不是可选项，已经变成了必选项，你现在利用AI拿到什么成果了？#服装实体店获客  #服装人 #顽主新营销 #顽主新流量 #顽主AI新营销 (https://www.douyin.com/user/MS4wLjABAAAA0uLTr1BsEPPHPXdm1O6mccXcFe4qbyBjOW8dx1pet-8)
- [douyin_110597862178#77089d34] @顽主实体AI新营销创作的原声
- [douyin_110597862178#ce815cb0] 当门店主理人还在手动去做短视频运营和门店运营的时候，我们很多学员已经利用AI拿到结果了，所以AI不是可选项，已经变成了必选项，你现在利用AI拿到什么成果了？#服装实体店获客  #服装人 #顽主新营销 #顽主新流量 #顽主AI新营销
- [douyin_110597862178#455f781d] 对课程的评价
- [douyin_110597862178#37ddcae4] 学习AI的经历
- [douyin_110597862178#ecc121ac] 新型服装实体的流量模式和业绩模式，早已经不是等客上门加做打折促销这么简单，AI+多流量渠道获客+信任深度+私域转化才是答案，新时代来临的时候，不成长的终将被成长的淘汰#服装行业培训 #中国服装培训 #顽主新营销 #顽主新流量 #顽主AI新营销
- [douyin_110597862178#89bd1214] 服装店不要再只用传统模式获客 AI全域流量破局课程现场，学员分享感悟，服装店一定要拥抱AI，在工作的各个板块提效，一定要线上线下联动打开全域流量#ai智能赋能实体 #顽主AI新营销 #顽主AI新流量 #顽主新营销 #顽主新流量
- [douyin_110597862178#adde473b] AI全域流量破局课程现场，学员分享感悟，服装店一定要拥抱AI，在工作的各个板块提效，一定要线上线下联动打开全域流量#ai智能赋能实体 #顽主AI新营销 #顽主AI新流量 #顽主新营销 #顽主新流量

## 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=75, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=75, 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=75, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=92, 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=75, 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=92, 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=92, method=platform_profile

## Freshness
- profile_checked_days_ago: 92
- content_analysed_days_ago: 75
- audience_updated_days_ago: 75

## AI retrieval
- indexing_requests: 11
- 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_110597862178
- Request removal: https://koinonlink.com/claim?k=douyin_110597862178
- Terms: https://koinonlink.com/for-ai