# 汽服商学·大圣 （全域赋能AI服务商） (@81108173843) on douyin

- id: koinon:creator:douyin_81108173843
- url: https://koinonlink.com/kol/douyin/81108173843
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 81108173843
- platform_url: https://www.douyin.com/user/MS4wLjABAAAA_LapRN4GlAVQoCJLQ80An-2CX00slam4LhUrdt5jN2kJgAeblNlZoX9KrZeJ5-y5
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 252637
- following: 112
- posts_total: 249
- posts_observed: 3
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00177
- best_post_interactions: 447
- 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: ecommerce
- subcategory: ecom_ads
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: 汽服门店公域引流与短视频获客, AI赋能汽修厂全链路运营, 门店实战培训与代理体系, 汽车后市场全域营销变现, 汽修人成长与心态迭代
- bio: 公域流量➕AI获客➕私域变现=行业天花板
每月精准获客超300台-烧机油底盘油漆的车
每月线上增长超100万-网红特色项目的产值
汽服终端门店全链路全系统全生命周期赋能
深耕汽服行业超20年-服务100000家汽修厂

## Audience (inferred)
- status: present
- description: Shop owners and service center managers in auto repair and automotive care businesses, primarily small to mid-sized operators looking to leverage short videos, public traffic, and AI for customer acquisition
- roles: sales
- seniority: decision_maker
- pain_points: Consistently low foot traffic, with traditional marketing methods no longer effective, Lack of knowledge in short video content and public platform引流, leading to high customer acquisition costs, Absence of systematic operations, resulting in high trial-and-error expenses, Want to use AI tools for lead generation but don’t know how to implement them effectively
- posts_analysed: 36
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 38
- 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_81108173843#b4aa2a7b] 一个无名小卒，立志影响世界！ #励志 #创业 #汽服商学 #奋斗 #梦想 (https://www.douyin.com/user/MS4wLjABAAAA_LapRN4GlAVQoCJLQ80An-2CX00slam4LhUrdt5jN2kJgAeblNlZoX9KrZeJ5-y5)
- [douyin_81108173843#2aa55c39] @汽服商学·大圣 （全域赋能AI服务商）创作的原声
- [douyin_81108173843#8912c3c2] #励志 #创业 #汽服商学 #奋斗 #梦想
- [douyin_81108173843#8a0fb8cb] 火葬场等客，活人生意找客 #汽车后市场 #汽服门店 #汽服商学 #汽修厂 #汽修人
- [douyin_81108173843#2574a087] #汽车后市场 #汽服门店 #汽服商学 #汽修厂 #汽修人
- [douyin_81108173843#630ad8c2] 再找借口，离死不远，做的好的门店都做到了以下四点 #汽车后市场 #汽服门店 #汽服商学 #汽修厂 #汽修人
- [douyin_81108173843#466fab0e] 迭代自身实力，以求学之心托住客户长久价值   #汽服门店公域引流 #汽修厂短视频获客 #汽修厂赋能 #汽服商学
- [douyin_81108173843#b3521a58] 作者声明：个人观点，仅供参考

## 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=75, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=75, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, 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=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=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=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: 75
- audience_updated_days_ago: 75

## AI retrieval
- indexing_requests: 10
- 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_81108173843
- Request removal: https://koinonlink.com/claim?k=douyin_81108173843
- Terms: https://koinonlink.com/for-ai