# 见实 (@见实) on wechat

- id: koinon:creator:wechat_见实
- url: https://koinonlink.com/kol/wechat/%E8%A7%81%E5%AE%9E
- schema_version: 1.4

## Identity
- platform: wechat
- handle: 见实
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E8%A7%81%E5%AE%9E
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 62
- verified: false
- size_tier: nano

## Engagement
- status: not_measurable_on_platform
- status_note: This platform publishes no follower count, so an engagement RATE has no denominator here. No amount of further collection can produce one — it is a property of the platform, not a gap in our data.
- 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: ecommerce
- subcategory: ecom_ads
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI客服与私域落地难题, DTC品牌与出海机遇, 平台招商大赛与政策动态, AI提效游学与应用趋势

## Audience (inferred)
- status: present
- description: E-commerce operators and private domain marketing practitioners, focused on the practical application of AI tools in brands and private domains
- roles: ecom_ops
- seniority: practitioner
- pain_points: Compliance and implementation pressure from new AI customer service regulations, Leadership demanding ROI while frontline teams hesitate to fully adopt AI tools, How to seize the 2-year window of opportunity for DTC brands and international expansion, Continuously tracking private domain recruitment and updates from platforms like Douyin 618 and Gaode
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 60
- authenticity_basis: platform_default
- 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
- [wechat_见实#0fb6989c] 中消协点名AI客服乱象! (https://weixin.sogou.com/weixin?type=1&query=%E8%A7%81%E5%AE%9E)
- [wechat_见实#fb261e59] 4月,走进知名品牌的AI提效系列主题游学,开始!
- [wechat_见实#b2100590] 私域动态:抖音618好物节招商大会即将召开;高德地图PC体验版上线;辛选国际出海计划首站登陆泰国…
- [wechat_见实#7854ba62] 为什么建议你尽快跳入AI应用大潮
- [wechat_见实#917f2124] 25个类目存2年创业红利期:DTC品牌在国内有这些机遇
- [wechat_见实#6d25ae45] 京东启动小程序开发大赛,奖金300万!
- [wechat_见实#5890a847] AI客服新规9月上线
- [wechat_见实#a167fe63] 老板要 ROI,一线不敢用:AI 私域落地难题怎么破?

## 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=57, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=57, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=57, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=39, 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=39, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=39, 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=39, method=Fixed value 60. This platform exposes no public follower count, so no authenticity heuristic is run at all. The number is a placeholder, 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=39, 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=39, method=platform_profile

## Freshness
- profile_checked_days_ago: 39
- content_analysed_days_ago: 39
- audience_updated_days_ago: 57

## AI retrieval
- indexing_requests: 10
- user_triggered_requests: 0
- 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=wechat_%E8%A7%81%E5%AE%9E
- Request removal: https://koinonlink.com/claim?k=wechat_%E8%A7%81%E5%AE%9E
- Terms: https://koinonlink.com/for-ai