# ai科技牛 (@gouxiansen) on xiaohongshu

- id: koinon:creator:xiaohongshu_gouxiansen
- url: https://koinonlink.com/kol/xiaohongshu/gouxiansen
- schema_version: 1.4

## Identity
- platform: xiaohongshu
- handle: gouxiansen
- platform_url: https://www.xiaohongshu.com/user/profile/609c94ee000000000100a20f
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 28300
- posts_observed: 2
- verified: false
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00088
- best_post_interactions: 25
- 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: software
- subcategory: ai_tools
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: 隐藏图与隐藏文字制作教程, 艺术三维码生成, AI图像融合与干扰玩法, 苹果新品科技资讯
- bio: 好玩的黑科技，关注我就对了

## Audience (inferred)
- status: present
- description: tech enthusiasts and content creators interested in AI image steganography and artistic QR codes
- roles: general_ai
- seniority: consumer
- pain_points: can't find simple and easy-to-use tools for hiding text/images, complex steps required to create artistic QR codes and merged images, lack of tutorials for using AI to create creative privacy-preserving content
- posts_analysed: 34
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.3
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 38
- authenticity_basis: engagement_observed
- credibility_score: 56
- 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_gouxiansen#c31979a5] 千字隐藏图制作这么简单？一键就可以？ (https://www.xiaohongshu.com/user/profile/609c94ee000000000100a20f)
- [xiaohongshu_gouxiansen#06c5b5bc] 千字隐藏图制作这么简单？一键就可以？#隐藏图[话题]# #图片隐藏[话题]# #隐藏文字[话题]#
- [xiaohongshu_gouxiansen#2d278ac8] 好看的隐藏艺术三维码，用手机也能一键制作
- [xiaohongshu_gouxiansen#ed416191] 好看的隐藏艺术三维码，用手机也可以一键制作啦#艺术三维码[话题]# #制作隐藏三维码[话题]# #隐藏码制作[话题]# #隐藏图[话题]# #创意三维码
- [xiaohongshu_gouxiansen#3ec548aa] 10个问题讲清楚首款折叠屏iPhone
- [xiaohongshu_gouxiansen#ac886384] AI隐藏码+隐藏图合玩法！透视变形+场景贴合
- [xiaohongshu_gouxiansen#db56a463] AI隐藏码+隐藏图合玩法！透视变形+手写融合+场景贴合#隐藏图[话题]# #图片隐藏[话题]# #隐藏码制作[话题]# #隐藏码[话题]# #隐藏图制作[话题]#
- [xiaohongshu_gouxiansen#3b00987a] 文字隐藏图生成教程，简单实用

## 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=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=0.5, freshness_days=54, 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=101, 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=101, method=platform_profile

## Freshness
- profile_checked_days_ago: 101
- content_analysed_days_ago: 54
- audience_updated_days_ago: 54

## AI retrieval
- indexing_requests: 13
- 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_gouxiansen
- Request removal: https://koinonlink.com/claim?k=xiaohongshu_gouxiansen
- Terms: https://koinonlink.com/for-ai