# 牛哥软件推荐 (@95495248559) on xiaohongshu

- id: koinon:creator:xiaohongshu_95495248559
- url: https://koinonlink.com/kol/xiaohongshu/95495248559
- schema_version: 1.4

## Identity
- platform: xiaohongshu
- handle: 95495248559
- platform_url: https://www.xiaohongshu.com/user/profile/66ab59ad000000000b030a15
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2000
- posts_observed: 14
- 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: 0.75
- category_source: derived_from_recent_content
- topics: 免费小说APP推荐, 磁力下载网站分享, 免费学习资源网站, 漫画APP推荐, AI工具与游戏网站推荐
- bio: RED ID: 95495248559

## Audience (inferred)
- status: present
- description: Ordinary consumers, especially students and young internet users, who are eager to find free novels, comics, movies, TV shows, and learning materials
- roles: consumer
- seniority: consumer
- pain_points: Struggling to find stable and reliable free apps for novels and comics, Unsure about trustworthy torrent or resource download websites, Looking for ways to access free learning materials and training content but can't find proper channels, Need free offline games and AI tools but lack good recommendations
- posts_analysed: 38
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.4
- 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: 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_95495248559#542cbec8] 超香的看小说APP (https://www.xiaohongshu.com/user/profile/66ab59ad000000000b030a15)
- [xiaohongshu_95495248559#0623667e] #男频小说[话题]# #资源[话题]# #App分享[话题]# #免费小说app[话题]#
- [xiaohongshu_95495248559#5af55677] 偶然发现一个免费小说APP，资源超级多
- [xiaohongshu_95495248559#adf299d6] #小说资源[话题]# #免费小说app[话题]#
- [xiaohongshu_95495248559#29d94fa1] 我用过的，最好的小说app
- [xiaohongshu_95495248559#1b37337f] #小说[话题]# #免费小说[话题]# #免费小说app[话题]#
- [xiaohongshu_95495248559#ce6f3adb] 【内置3000书源】用了7个月的免费小说app
- [xiaohongshu_95495248559#957fb881] #小说[话题]# #宝藏app分享[话题]# #免费小说app[话题]# #免费小说软件[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=0.75, freshness_days=54, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=54, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=54, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=54, 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=54, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=60, 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=54, 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=60, 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=60, method=platform_profile

## Freshness
- profile_checked_days_ago: 60
- content_analysed_days_ago: 54
- audience_updated_days_ago: 54

## AI retrieval
- indexing_requests: 8
- 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_95495248559
- Request removal: https://koinonlink.com/claim?k=xiaohongshu_95495248559
- Terms: https://koinonlink.com/for-ai