# AI向导姜 (@26884823140) on xiaohongshu

- id: koinon:creator:xiaohongshu_26884823140
- url: https://koinonlink.com/kol/xiaohongshu/26884823140
- schema_version: 1.4

## Identity
- platform: xiaohongshu
- handle: 26884823140
- platform_url: https://www.xiaohongshu.com/user/profile/690f0e3100000000370008f6
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2200
- posts_observed: 2
- 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: ai_tools
- category_confidence: 0.88
- category_source: derived_from_recent_content
- topics: AI在电商运营中的应用, Sora视频生成工具, 电商省钱攻略, 短视频运营, 如客AI工具
- bio: RED ID: 26884823140

## Audience (inferred)
- status: present
- description: e-commerce operators and small-to-medium entrepreneurs, especially brick-and-mortar merchants and short video/self-media content creators
- roles: ecom_ops
- seniority: practitioner
- pain_points: high costs of e-commerce content creation, especially video production, lack of practical AI tool tutorials and real-world case studies, information gaps leading to missed opportunities for AI-driven cost savings and efficiency gains, lack of targeted guidance for short video operations and e-commerce entrepreneurship
- posts_analysed: 11
- confidence: 0.4

## 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_26884823140#9b0d529f] 打破阶层信息差#ai[话题]# #如客AI[话题]# #电商运营[话题]# #萌宠[话题]# (https://www.xiaohongshu.com/user/profile/690f0e3100000000370008f6)
- [xiaohongshu_26884823140#33edacc4] AI又给我上了一课#短视频运营[话题]# #ai[话题]# #如客AI[话题]# #自媒体风口[话题]#
- [xiaohongshu_26884823140#3681a01b] 不可思议…#ai[话题]# #科技的力量[话题]# #如客AI[话题]# #人工智能[话题]#
- [xiaohongshu_26884823140#603535e8] 你真的会用AI吗？…#ai[话题]##sora[话题]# #如客AI[话题]# #干货[话题]#
- [xiaohongshu_26884823140#8e5fab0b] AI干货#ai[话题]# #人工智能[话题]# #如客AI[话题]# #新风口[话题]#
- [xiaohongshu_26884823140#8edf0b08] 空无一人的会议室居然出现了…#ai[话题]# #人工智能[话题]# #如客AI[话题]# #电商运营[话题]# #电商创业[话题]#
- [xiaohongshu_26884823140#02594307] 恶心又炸裂！#ai[话题]# #人工智能[话题]##电商运营[话题]# #sora[话题]# #如客AI[话题]#
- [xiaohongshu_26884823140#4e96bca6] sora2做视频好划算#ai[话题]# #如客AI[话题]# #人工智能[话题]# #电商创业[话题]# #sora[话题]# #真让我大开眼界了[话题]#

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=56, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=56, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, 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=94, 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=94, 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=94, method=platform_profile

## Freshness
- profile_checked_days_ago: 94
- content_analysed_days_ago: 56
- audience_updated_days_ago: 56

## AI retrieval
- indexing_requests: 11
- 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_26884823140
- Request removal: https://koinonlink.com/claim?k=xiaohongshu_26884823140
- Terms: https://koinonlink.com/for-ai