# 海学长的AI智能体 (@seasunai) on xiaohongshu

- id: koinon:creator:xiaohongshu_seasunai
- url: https://koinonlink.com/kol/xiaohongshu/seasunai
- schema_version: 1.4

## Identity
- platform: xiaohongshu
- handle: seasunai
- platform_url: https://www.xiaohongshu.com/user/profile/5fb344fa000000000101f873
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2000
- posts_observed: 1
- 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: martech
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI写获客文案, 实体门店短视频营销, Deepseek/Coze工作流, 自媒体运营真相, 本地店爆款内容生成
- bio: RED ID: seasunai

## Audience (inferred)
- status: present
- description: Local business owners (beauty salons, auto repair shops, restaurants, bubble tea shops, window & door stores) and local social media marketing executors
- roles: sales
- seniority: decision_maker
- pain_points: Struggle to write effective short video or WeChat Moments copy for customer acquisition, Lack tools to instantly generate marketing plans and closing scripts, Intense local competition for foot traffic makes customer acquisition difficult, Slow content planning and account setup for local social media growth
- posts_analysed: 32
- 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: platform_default
- credibility_score: 35
- 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
- [xiaohongshu_seasunai#add2e0fb] 我可能又要把卖课的得罪了 (https://www.xiaohongshu.com/user/profile/5fb344fa000000000101f873)
- [xiaohongshu_seasunai#9073efec] #扣子[话题]# #工作流[话题]# #人工智能[话题]# #海学长的AI智能体[话题]# #狮想者科技[话题]#
- [xiaohongshu_seasunai#0a1f6e0d] 2025年做自媒体最残酷的真相
- [xiaohongshu_seasunai#a25b4751] #AI写获客文案[话题]# #实体门店获客[话题]# #短视频文案[话题]# #海学长的AI智能体[话题]# #狮想者科技[话题]#
- [xiaohongshu_seasunai#3dda7881] 终于找到一键提取蝴蝶号文案的方法了
- [xiaohongshu_seasunai#90ea3b0c] #扣子[话题]# #工作流[话题]# #人工智能[话题]# #海学长的AI智能体[话题]# #狮想者科技[话题]#
- [xiaohongshu_seasunai#25d31029] 兄弟们，藏不住了，给你们看一个炸裂的东西
- [xiaohongshu_seasunai#7989fc6e] 一夜之间，干自媒体的天都塌了

## 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=56, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=56, 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=56, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=101, 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=56, method=Fixed value 58, pending engagement collection. Not a measurement. — 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=101, method=llm_partner_fit_classifier + fit_score >= 0.5 => A; >= 0.35 => B; else C. authenticity is not an input. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=101, method=platform_profile

## Freshness
- profile_checked_days_ago: 101
- content_analysed_days_ago: 56
- audience_updated_days_ago: 56

## AI retrieval
- indexing_requests: 5
- user_triggered_requests: 1
- last_user_triggered_day: 2026-09-01
- 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=xiaohongshu_seasunai
- Request removal: https://koinonlink.com/claim?k=xiaohongshu_seasunai
- Terms: https://koinonlink.com/for-ai