# 咕咕机Memobird (@49321696034) on xiaohongshu

- id: koinon:creator:xiaohongshu_49321696034
- url: https://koinonlink.com/kol/xiaohongshu/49321696034
- schema_version: 1.4

## Identity
- platform: xiaohongshu
- handle: 49321696034
- platform_url: https://www.xiaohongshu.com/user/profile/5d3faddc0000000016007a19
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 15000
- posts_observed: 4
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.33893
- best_post_interactions: 5084
- 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: lifestyle
- subcategory: home_living
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: 小学生错题打印与课课贴制作, 开学学习装备推荐, 异地恋情侣远程传纸条, 咕咕机家用打印场景分享
- bio: 咕咕机2015年出生
爱吃学习难题能打文艺照片
藏着一肚子古灵精怪的素材模板
想陪你每天都可可爱爱顺便打打学习小野怪～

## Audience (inferred)
- status: present
- description: elementary school parents (especially moms) and some long-distance couples
- roles: consumer
- seniority: consumer
- pain_points: Copying problems and cutting out class notes is time-consuming and exhausting for parents, Need to quickly prepare error logs and study materials at the start of term but lack the right tools, Lack simple, romantic ways to connect through physical letters or cards in long-distance relationships, Want to buy practical learning gadgets for kids but worry they won’t be useful
- posts_analysed: 30
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 70
- authenticity_basis: engagement_observed
- credibility_score: 64
- 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_49321696034#307fd469] 书都翻烂了，三年级小学生真的太努力了 / #咕咕机[话题]# #小学生[话题]# #错题打印机[话题]# #高效学习[话题]# #开学[话题]# #课课贴[话题]# #家长必看[话题]# #省妈神器[话题]# / 小学生不语只是一味地做课课贴 / 幼升小？不慌！咕咕机×Hape助力轻松开学 / 新学期新装备🎁 (https://www.xiaohongshu.com/user/profile/5d3faddc0000000016007a19)
- [xiaohongshu_49321696034#7178ff56] @咕咕机Memobird  联合 @Hape哈佩  给宝宝们准备了一份开学惊喜
- [xiaohongshu_49321696034#de22d36a] 边玩边学，错题无忧，轻松开启新学期！💯
- [xiaohongshu_49321696034#3e6718a9] 礼物清单👇
- [xiaohongshu_49321696034#3d308b02] @咕咕机Memobird 高清错题打印机 / #咕咕机[话题]# #小学生[话题]# #让学习更有趣[话题]# #高效学习[话题]# #家长必看[话题]# #家用打印机小型[话题]# #开学[话题]# #开学必备[话题]# #小学生好物[话题]# / 你家孩子抄题需要多久？ / 别再熬夜抄重点！咕咕机 30 秒一张 / 剪课课贴剪到崩溃？这个方法免裁剪 / 原来课课贴可以自己打，不用裁剪 / 不会还有人手抄知识点吧⁉️ / 咕咕机打印课课贴✨打完即撕即贴免裁剪

## 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=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=59, 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=59, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=90, 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=59, 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=90, 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=90, method=platform_profile

## Freshness
- profile_checked_days_ago: 90
- content_analysed_days_ago: 59
- audience_updated_days_ago: 59

## AI retrieval
- indexing_requests: 7
- 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_49321696034
- Request removal: https://koinonlink.com/claim?k=xiaohongshu_49321696034
- Terms: https://koinonlink.com/for-ai