# 知行奇点 (@知行奇点) on wechat

- id: koinon:creator:wechat_知行奇点
- url: https://koinonlink.com/kol/wechat/%E7%9F%A5%E8%A1%8C%E5%A5%87%E7%82%B9
- schema_version: 1.3

## Identity
- platform: wechat
- handle: 知行奇点
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E7%9F%A5%E8%A1%8C%E5%A5%87%E7%82%B9
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 5
- 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: Amazon product selection strategies, AI search traffic and high-intent conversion, Independent site customer acquisition, Enterprise AI tool integration challenges

## Audience (inferred)
- status: present
- description: Amazon sellers, independent site operators, and e-commerce practitioners focused on product selection and AI-driven traffic acquisition
- roles: ecom_ops
- seniority: practitioner
- pain_points: Product selection models failing to meet margin thresholds after testing hundreds of items, Difficulty identifying long-term selling products instead of chasing short-term blue ocean trends, Understanding real user workaround behaviors to inform better product choices, New integration bottlenecks when connecting AI tools like Doubao with enterprise systems such as Feishu
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- 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_知行奇点#f2c179c9] 测了几百个品都过不了毛利线,去年的亚马逊选品模型为什么失效了? (https://weixin.sogou.com/weixin?type=1&query=%E7%9F%A5%E8%A1%8C%E5%A5%87%E7%82%B9)
- [wechat_知行奇点#1da244e1] AI搜索流量转化率高出近50%,独立站正在出现一个高意向获客入口
- [wechat_知行奇点#cbb362c2] 亚马逊选品一定要找蓝海吗?能长期畅销的产品,是怎么选出来的?
- [wechat_知行奇点#9f25e05b] 亚马逊选品别急着找产品:先看用户正在怎么“凑合”
- [wechat_知行奇点#9405089a] 豆包工作接入飞书后,企业AI的新瓶颈出现了

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=0, 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=0, 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=0, 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=0, method=platform_profile

## Freshness
- profile_checked_days_ago: 0
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_%E7%9F%A5%E8%A1%8C%E5%A5%87%E7%82%B9
- Request removal: https://koinonlink.com/claim?k=wechat_%E7%9F%A5%E8%A1%8C%E5%A5%87%E7%82%B9
- Terms: https://koinonlink.com/for-ai