# FrankAI研习社 (@FrankAI研习社) on wechat

- id: koinon:creator:wechat_frankai研习社
- url: https://koinonlink.com/kol/wechat/FrankAI%E7%A0%94%E4%B9%A0%E7%A4%BE
- schema_version: 1.4

## Identity
- platform: wechat
- handle: FrankAI研习社
- platform_url: https://weixin.sogou.com/weixin?type=1&query=FrankAI%E7%A0%94%E4%B9%A0%E7%A4%BE
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 20
- 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: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI agent performance testing, Practical AI tools for office work, Monetizing AI in productivity, Desktop AI agent comparisons, AI tool usability for non-technical users

## Audience (inferred)
- status: present
- description: People interested in practical AI tools for office work, especially those evaluating or using AI agents for productivity
- roles: automation
- seniority: practitioner
- pain_points: Struggling to find AI tools that actually work reliably in real office tasks, Finding it hard to judge which AI agent offers real value among many options, Not knowing how to monetize AI tools even after using them effectively
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.85
- promotion_intent: 0.9
- 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_frankai研习社#1a735792] AI工具实测 | A4:3款桌面端Agent同做办公题,实测差距远超预期 (https://weixin.sogou.com/weixin?type=1&query=FrankAI%E7%A0%94%E4%B9%A0%E7%A4%BE)
- [wechat_frankai研习社#2b9008a7] AI工具实测 | 3款桌面端Agent同做办公题,实测差距远超预期
- [wechat_frankai研习社#a2137117] AI工具实测 | WorkBuddy:说人话就能让电脑干活,普通人值得试吗
- [wechat_frankai研习社#b2af6060] AI工具实测 | ChatPPT重测:登录打通
- [wechat_frankai研习社#43db2785] AI产投 | AI办公怎么赚钱:从免费到20亿ARR的付费台阶

## 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=9, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=9, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=9, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=9, 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=9, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=9, 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=9, 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=9, 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=9, method=platform_profile

## Freshness
- profile_checked_days_ago: 9
- content_analysed_days_ago: 9
- audience_updated_days_ago: 9

## AI retrieval
- indexing_requests: 4
- 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_frankai%E7%A0%94%E4%B9%A0%E7%A4%BE
- Request removal: https://koinonlink.com/claim?k=wechat_frankai%E7%A0%94%E4%B9%A0%E7%A4%BE
- Terms: https://koinonlink.com/for-ai