# 今日公资交易信息 (@今日公资交易信息) on wechat

- id: koinon:creator:wechat_今日公资交易信息
- url: https://koinonlink.com/kol/wechat/%E4%BB%8A%E6%97%A5%E5%85%AC%E8%B5%84%E4%BA%A4%E6%98%93%E4%BF%A1%E6%81%AF
- schema_version: 1.4

## Identity
- platform: wechat
- handle: 今日公资交易信息
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E4%BB%8A%E6%97%A5%E5%85%AC%E8%B5%84%E4%BA%A4%E6%98%93%E4%BF%A1%E6%81%AF
- 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: martech
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: AI赋能招投标与公共资源交易, 交易中心智能客服上线案例, 营商环境报告与AI应用, 数智化+标准化全链条建设, 人工智能+招投标创新落地

## Audience (inferred)
- status: present
- description: Professionals in China's public resource trading and bidding sector, including staff from local trading centers, government procurement officers, and personnel involved in bidding and compliance within enterprises
- roles: none
- seniority: practitioner
- pain_points: Inefficient bidding processes with time-consuming manual operations, Difficulty in implementing AI-powered customer service and digital tools, Pressure from requirements to improve business environment and standardization, Lack of mature solutions for intelligent transformation across local trading centers
- 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_今日公资交易信息#1e6c64c6] 效率提升超90%,AI为广东招投标“换挡提速” (https://weixin.sogou.com/weixin?type=1&query=%E4%BB%8A%E6%97%A5%E5%85%AC%E8%B5%84%E4%BA%A4%E6%98%93%E4%BF%A1%E6%81%AF)
- [wechat_今日公资交易信息#86956a40] 常德市公共资源交易中心“手搓”AI智能客服上线
- [wechat_今日公资交易信息#9f97e3ad] 2026营商环境报告出台 AI赋能招标采购
- [wechat_今日公资交易信息#2c9ce027] AI赋能破局 见证护航规范 阿拉善盟迈入“数智化+标准化”全链条新阶段
- [wechat_今日公资交易信息#f33d35de] 珠海全力加速“人工智能+招投标”创新应用落地
- [wechat_今日公资交易信息#127e03f2] AI赋能招投标!广东探寻新路径

## 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=61, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=61, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=61, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=61, 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=61, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=61, 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=61, 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=61, 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=61, method=platform_profile

## Freshness
- profile_checked_days_ago: 61
- content_analysed_days_ago: 61
- audience_updated_days_ago: 61

## AI retrieval
- indexing_requests: 6
- 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_%E4%BB%8A%E6%97%A5%E5%85%AC%E8%B5%84%E4%BA%A4%E6%98%93%E4%BF%A1%E6%81%AF
- Request removal: https://koinonlink.com/claim?k=wechat_%E4%BB%8A%E6%97%A5%E5%85%AC%E8%B5%84%E4%BA%A4%E6%98%93%E4%BF%A1%E6%81%AF
- Terms: https://koinonlink.com/for-ai