# 传令神AI学习机 (@3867340582) on xiaohongshu

- id: koinon:creator:xiaohongshu_3867340582
- url: https://koinonlink.com/kol/xiaohongshu/3867340582
- schema_version: 1.4

## Identity
- platform: xiaohongshu
- handle: 3867340582
- platform_url: https://www.xiaohongshu.com/user/profile/62eb60b0000000001501b513
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 7300
- posts_observed: 10
- 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: 0.9
- category_source: derived_from_discovery_path
- topics: 学习机/口袋学习机推荐, 护眼大屏学习设备, 儿童学习效率与习惯养成, 双11双12购物分享, 节日礼物选购
- bio: RED ID: 3867340582

## Audience (inferred)
- status: present
- description: Parents, especially those focused on their children's education, primarily purchasing learning devices for elementary and middle school students
- roles: consumer
- seniority: consumer
- pain_points: Struggling with their child's poor grades and low study efficiency, unsure of effective solutions, Worried about eye strain from prolonged screen use, Frustrated by heavy school bags and the hassle of carrying learning materials, Looking to buy practical educational products during holidays but afraid of making bad purchases
- posts_analysed: 31
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.3
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: platform_default
- credibility_score: 42
- 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
- [xiaohongshu_3867340582#f16de234] 宝妈必看❗️让孩子学习成绩蹭蹭上涨的宝贝👀 / 孩子成绩老不好，学习效率也不高 (https://www.xiaohongshu.com/user/profile/62eb60b0000000001501b513)
- [xiaohongshu_3867340582#9a97ac8c] 并不是他不想学习，而是没有找到适合自己的学习方式
- [xiaohongshu_3867340582#47cb15ed] 这台传令神AI学习机的学习资源是小初高阶段全覆盖的
- [xiaohongshu_3867340582#8ce25d92] 孩子在家学习就能蹭蹭涨分的呀
- [xiaohongshu_3867340582#8806594a] 我是传令神
- [xiaohongshu_3867340582#2aca99c5] 一款专为学而研发 / 宝妈为了保护娃的眼睛👀，都做了哪些努力❓ / 长期戴眼镜的宝子深知戴眼镜的困扰有多大❗️
- [xiaohongshu_3867340582#5bb10892] 对孩子的眼睛👀保护一直都要很重视才行，居家学习的时候更要注重保护眼睛的问题~
- [xiaohongshu_3867340582#e316e1dc] 🙋有的学习是要网上进行的，宝妈们可以选择一个15.6英寸的护眼大屏学习机， / 🎉双12狂欢余温，电子教育好物大揭秘🎁 / Hey小伙伴们，双12的狂欢你们抢到心仪的宝贝了吗？🛍️我这可是收获满满，特别是电子教育专场，简直是学习神器大集合！📚今天就来和大家分享几款让我爱不释手的宝贝，保证让你的学习效率翻倍哦！🚀

## 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=60, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=60, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=60, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=60, 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=60, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=69, 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=60, 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=69, 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=69, method=platform_profile

## Freshness
- profile_checked_days_ago: 69
- content_analysed_days_ago: 60
- audience_updated_days_ago: 60

## AI retrieval
- indexing_requests: 6
- 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_3867340582
- Request removal: https://koinonlink.com/claim?k=xiaohongshu_3867340582
- Terms: https://koinonlink.com/for-ai