# 麻辣哥美食 (@GZ53804) on douyin

- id: koinon:creator:douyin_gz53804
- url: https://koinonlink.com/kol/douyin/GZ53804
- schema_version: 1.4

## Identity
- platform: douyin
- handle: GZ53804
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAAqlEjGHiAiRVCTBhpABZS2T_msBvdBirl5pCKqSMwunwMswZmYk6dIBSLcJC7OnX
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2388786
- following: 1
- posts_total: 1268
- posts_observed: 1
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0006
- best_post_interactions: 1429
- 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: dtc_brand
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: 农家物理压榨纯菜籽油, 退伍老兵返乡创业摆摊, 乡村烟火气与农村生活优势, 菜籽油压榨全过程与避坑指南, 三农助农与本地特产
- bio: 🔹退伍老兵｜深耕乡土好物
🔹主打农家纯香菜籽油
🔹实拍源头工艺，坚守原生态
选购好物👉@嘉农优选（麻辣哥）

## Audience (inferred)
- status: present
- description: Everyday consumers who prioritize food safety, especially urban dwellers and local乡亲 looking for authentic, cold-pressed rapeseed oil from family farms
- roles: consumer
- seniority: consumer
- pain_points: Worried about being scammed when buying oil and unsure how to tell real, pure rapeseed oil from fake, Concerned about unhealthy additives in store-bought oils and seeking truly natural, unprocessed alternatives, Want to support returning veteran farmers and rural aid initiatives but lack reliable channels, Lack understanding of traditional rural oil pressing methods and realistic yield expectations
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- 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_gz53804#87abfca7] 95年老兵回乡创业，放下曾经几十万粉丝的大号，扎根嘉鱼夜市摆摊卖手工凉皮。 (https://www.douyin.com/user/MS4wLjABAAAAAqlEjGHiAiRVCTBhpABZS2T_msBvdBirl5pCKqSMwunwMswZmYk6dIBSLcJC7OnX)
- [douyin_gz53804#b2471119] 烟火气里踏实过日子，每份凉皮用料实在、口感筋道，同城的朋友有空过来捧场！
- [douyin_gz53804#ed268cdc] 明天傍晚7点准时出摊直播，欢迎嘉鱼的老乡过来唠嗑尝鲜！ #嘉鱼夜市 #嘉鱼摆摊 #咸宁嘉鱼 #老兵创业 #市井烟火气 / @精选纯音乐创作的原声 / 八一将至，致敬全网每一位退伍老兵！
- [douyin_gz53804#7c833ccd] 告别内卷浮躁，放下百万美食大号，回到嘉鱼小城。日常摆摊纪实更新在小号@嘉鱼麻辣哥（摆摊卖凉皮） 感谢一路相伴。#八一老兵 #嘉鱼本地人 #美食博主转行#退伍老兵八一寄语 #嘉鱼烟火气 / @麻辣哥美食创作的原声 / 咱当兵的人就是不服输、闲不住，凉皮摆摊创业#嘉鱼夜市#退伍老兵创业#夜市摆摊#小城烟火气#咸宁同城 / 专程从嘉鱼老家来到了枣阳桃之乡打卡农产品晚市赶集#枣阳桃之乡#三农#农村烟火气 #赶集 / 农村自家小院#农村生活 #三农#乡村守护人 / 城市生活的局限 / 乡村生活的优势 / 不出十年大家终将明白：健康始于沃土，医学归于农耕。最好医生是

## 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=71, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=71, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=71, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=71, 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=71, 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=71, 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: 71
- audience_updated_days_ago: 71

## 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_gz53804
- Request removal: https://koinonlink.com/claim?k=douyin_gz53804
- Terms: https://koinonlink.com/for-ai