# Lijia (@estheryoyoyo) on x

- id: koinon:creator:x_estheryoyoyo
- url: https://koinonlink.com/kol/x/estheryoyoyo
- schema_version: 1.4

## Identity
- platform: x
- handle: estheryoyoyo
- platform_url: https://twitter.com/estheryoyoyo
- website: https://github.com/nocobase/nocobase
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 852
- following: 210
- posts_total: 314
- posts_observed: 11
- posts_per_day: 0.176
- account_age_days: 1784
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00822
- best_post_interactions: 7
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- 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: software
- subcategory: saas
- category_confidence: 0.85
- category_source: derived_from_discovery_path
- topics: No-code/low-code platform use cases, AI-powered automation in business systems, Internal tool building with NocoBase, SaaS product marketing and adoption, Enterprise application development with AI
- bio: @NocoBase Head of Marketing | NocoBase is the most extensible AI-powered no-code/low-code platform for building business applications and enterprise solutions.

## Audience (inferred)
- status: present
- description: Marketing and product leaders at tech companies, especially those building internal tools or SaaS platforms using no-code/low-code solutions
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling to keep internal company data up to date without manual effort, Finding it hard to replicate common business systems like CRM or inventory tracking quickly, Lacking clear guidance on how to integrate AI into no-code workflows, Wasting time on repetitive setup tasks for internal tools
- posts_analysed: 7
- 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: 62
- authenticity_basis: engagement_observed
- credibility_score: 62
- 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
- [x_estheryoyoyo#9d1f643c] 已严肃学习！！ (https://twitter.com/estheryoyoyo/status/2066452451029582173)
- [x_estheryoyoyo#8522c2d2] 最近我们在升级我们自己的 CRM。发现后台已经有近千家来自世界各地的公司。但很多公司背景我们并不了解，加上这些公司情况会不断变化，总不能每隔一段时间，再让人手动查一遍。 所以我们用 NocoBase 的工作流和 AI 员工做了一个自动调研流程，顺便把整个过程写成了教程。AI 可以在后台定期更新公司信息，每次任务状态、调研结果和历史报告都会保留下来，后面也方便复核和对比。 除了公司背景调研，这套方法也可以用在客户尽调、供应商审核、线索评分这些场景里。 https://t.co/w5amTmU5lD
- [x_estheryoyoyo#1675188a] 最新教程：组合 NocoBase 图表、筛选和 JS 区块，搭建支持筛选联动、图表下钻和自定义样式的运营仪表盘。 https://t.co/P134BIprqy
- [x_estheryoyoyo#7ad706d4] 我们把企业内常见的各类系统用 NocoBase 进行了搭建。你可以直接复制 prompt 让 AI 在 NocoBase 中快速复刻。 覆盖几十个常见场景 - 资产库存跟踪系统 - 设备管理系统 - IT 资产管理系统 - 数据质量监控系统 - AI 工作流自动化系统 持续更新中... 前往页面复制 prompt⬇️ https://t.co/M0izHpP7t4 https://t.co/AtewLv62zb
- [x_estheryoyoyo#4f651e6e] AI 时代，程序员和软件还有前途吗？这里是我们的一些思考… 一年一回顾，这是第三篇，之前的故事都在这里：https://t.co/VURSLeoexA
- [x_estheryoyoyo#51052631] https://t.co/aCWSlifN1Z
- [x_estheryoyoyo#21a3571e] https://t.co/cFcNgnxJom
- [x_estheryoyoyo#1f8666b4] 合作伙伴计划正式开放，欢迎围观～ https://t.co/ppBBvIBLx7 https://t.co/IidNJ1esr2

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, 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=80, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — 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=108, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

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