# 杨SIR小程序开发 (@杨SIR小程序开发) on wechat

- id: koinon:creator:wechat_杨sir小程序开发
- url: https://koinonlink.com/kol/wechat/%E6%9D%A8SIR%E5%B0%8F%E7%A8%8B%E5%BA%8F%E5%BC%80%E5%8F%91
- schema_version: 1.4

## Identity
- platform: wechat
- handle: 杨SIR小程序开发
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E6%9D%A8SIR%E5%B0%8F%E7%A8%8B%E5%BA%8F%E5%BC%80%E5%8F%91
- 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: software
- subcategory: app
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Custom小程序 development for small businesses, Booking and appointment management via小程序, E-commerce functionality in小程序, Point-of-sale integration in小程序, Industry-specific小程序 solutions for education, healthcare, re

## Audience (inferred)
- status: present
- description: Small to medium business owners in education, healthcare, retail, and food & beverage sectors who need custom小程序 solutions for booking, ordering, and sales
- roles: ecom_ops
- seniority: decision_maker
- pain_points: Struggling to find affordable and reliable developers for custom小程序 development, Having difficulty integrating booking, payment, and inventory management into a single小程序, Need a quick-to-deploy solution without long development cycles, Lack of technical knowledge to manage or customize their own小程序
- posts_analysed: 5
- 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_杨sir小程序开发#fa00b7a5] 研学旅行小程序开发,研学报名小程序制作 (https://weixin.sogou.com/weixin?type=1&query=%E6%9D%A8SIR%E5%B0%8F%E7%A8%8B%E5%BA%8F%E5%BC%80%E5%8F%91)
- [wechat_杨sir小程序开发#bc6e12fe] 口腔诊所门店预约小程序商城开发
- [wechat_杨sir小程序开发#5573a9cb] 服装鞋帽小程序商城开发
- [wechat_杨sir小程序开发#970257d5] 甜品蛋糕小程序制作,烘培小程序开发
- [wechat_杨sir小程序开发#2697f36e] 咖啡店小程序开发制作

## 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=11, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=11, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=11, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=11, 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=11, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=11, 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=11, 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=11, 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=11, method=platform_profile

## Freshness
- profile_checked_days_ago: 11
- content_analysed_days_ago: 11
- audience_updated_days_ago: 11

## AI retrieval
- indexing_requests: 3
- 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_%E6%9D%A8sir%E5%B0%8F%E7%A8%8B%E5%BA%8F%E5%BC%80%E5%8F%91
- Request removal: https://koinonlink.com/claim?k=wechat_%E6%9D%A8sir%E5%B0%8F%E7%A8%8B%E5%BA%8F%E5%BC%80%E5%8F%91
- Terms: https://koinonlink.com/for-ai