# Ai智能搜索引擎优化快速出现在豆包推荐里 (@96886329532) on douyin

- id: koinon:creator:douyin_96886329532
- url: https://koinonlink.com/kol/douyin/96886329532
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 96886329532
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAy2Wy5zhQQ572hB7L294lZv95h4ovE8_sk472ZaPqgJ4
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 83705
- posts_observed: 32
- verified: false
- size_tier: koc

## Engagement
- status: average_measured
- engagement_rate: 0.03172
- engagement_rate_basis: average_of_observed_posts
- avg_interactions_per_post: 2655
- 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: ecommerce
- subcategory: ecom_ads
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: 豆包GEO优化实操, AI搜索推荐首页排名, 关键词提取与知识库搭建, 店铺信息结合优化, 无代码快速落地方法
- bio: 标签：职业专业技能，专注GEO优化，让你的品牌霸榜豆包、Kimi、DeepSeek等主流AI搜索前三！一定要开视频确认我长什么样！
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## Audience (inferred)
- status: present
- description: E-commerce store owners and small merchants focusing on GEO optimization, especially those looking to quickly acquire customers through Douyin AI Search
- roles: seo_geo
- seniority: practitioner
- pain_points: Low visibility and poor traffic on Douyin's recommended homepage, No coding skills, unable to implement complex GEO optimizations themselves, Locked out by professional GEO service providers with high costs, Lack of simple, actionable steps and end-to-end practical guidance
- posts_analysed: 40
- 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: 58
- authenticity_basis: engagement_observed
- credibility_score: 56
- 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_96886329532#303bdd6a] 用豆包做geo优化五分钟让你出现在豆包推荐的首页 #聊聊豆包的使用心得 #创作者中心 #创作灵感 GEO优化五分钟让你出现在豆包推荐的首页 如果把这个方法捅出去，那些做geo优化的商家都得要得罪一遍，我的方法简单快捷不需要懂代码，跟着做就行 (https://www.douyin.com/user/MS4wLjABAAAAy2Wy5zhQQ572hB7L294lZv95h4ovE8_sk472ZaPqgJ4)
- [douyin_96886329532#a668a9d1] #GEO #Geo优化 / @Ai智能搜索Geo专业技能培训创作的原声 / 个人观点，仅供参考 / 关键词提取 / 行业情况分析 / 语意整理与知识库体系 / #聊聊豆包的使用心得 #创作者中心 #创作灵感 GEO优化五分钟让你出现在豆包推荐的首页 如果把这个方法捅出去，那些做geo优化的商家都得要得罪一遍，我的方法简单快捷不需要懂代码，跟着做就行
- [douyin_96886329532#8d922164] #GEO #Geo优化 / Geo优化实操步骤教学视频一对一手把手让你学会操作 Geo优化实操步骤教学视频一对一手把手让你学会操作，全程给你开远程，带你操作店铺上豆包首页#ai实战技巧 #geo #geo优化实战方法 #geo实操 #geo教学 / 提取核心搜索词 / 选择核心关键词 / 整理语意与知识库体系 / 结合店铺信息

## 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=68, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=68, 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=68, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=70, 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=68, 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=70, 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=70, method=platform_profile

## Freshness
- profile_checked_days_ago: 70
- content_analysed_days_ago: 68
- audience_updated_days_ago: 68

## 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_96886329532
- Request removal: https://koinonlink.com/claim?k=douyin_96886329532
- Terms: https://koinonlink.com/for-ai