# 道远信息技术AI工具 (@HQB523) on douyin

- id: koinon:creator:douyin_hqb523
- url: https://koinonlink.com/kol/douyin/HQB523
- schema_version: 1.4

## Identity
- platform: douyin
- handle: HQB523
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAuMWasvdYSKQMGdkZeSSAt5O00QJwsElynxEAKDf0fjkZC2wgkV35_gVzbsJJHP_F
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 94056
- following: 119
- posts_total: 28
- posts_observed: 11
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00096
- best_post_interactions: 90
- 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: entertainment
- subcategory: sports
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: AI足球预测, 赛事提示词与脚本, 多联赛比赛数据解析, AI生成内容, 全球算力战
- bio: 🏆 专注体育AI内容创作
🛠 分享AI赛事分析提示词/脚本模板
📌 用AI拆逻辑，不直接猜结果
🔗 工具入口：aiball.cc

## Audience (inferred)
- status: present
- description: sports enthusiasts or analytics users interested in AI-powered football match predictions and prompt templates
- roles: general_ai
- seniority: consumer
- pain_points: manually analyzing data across multiple matches is time-consuming and labor-intensive, lacking ready-to-use, effective AI prompt templates, struggling to obtain consistent, logical breakdowns from multiple models, wanting quick access to intelligence on niche league matches
- posts_analysed: 26
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 38
- authenticity_basis: engagement_observed
- credibility_score: 67
- 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
- [douyin_hqb523#3cf0af69] 三大AI意见统一？7月27日六场比赛数据解析 #足球进球数预测 #全球算力战 #ai赛事 #ai足球 #ai提示词 (https://www.douyin.com/user/MS4wLjABAAAAuMWasvdYSKQMGdkZeSSAt5O00QJwsElynxEAKDf0fjkZC2wgkV35_gVzbsJJHP_F)
- [douyin_hqb523#e1bc7be3] @道远信息技术AI工具创作的原声
- [douyin_hqb523#8dcc77e1] #足球进球数预测 #全球算力战 #ai赛事 #ai足球 #ai提示词
- [douyin_hqb523#b70b2a84] 赫根对阵ALK索尔纳
- [douyin_hqb523#03b0681d] 罗森伯格对阵腓特烈斯塔
- [douyin_hqb523#bd0ff1fe] 兰讷斯对阵希尔克堡
- [douyin_hqb523#843dbe05] 卢彬对阵皮亚斯特
- [douyin_hqb523#3d0edbdf] 贝雷里对阵BBF韦斯特

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=107, 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=77, 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=107, 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=107, method=platform_profile

## Freshness
- profile_checked_days_ago: 107
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## 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=douyin_hqb523
- Request removal: https://koinonlink.com/claim?k=douyin_hqb523
- Terms: https://koinonlink.com/for-ai