# Female Founder World (@femalefounderworld) on youtube

- id: koinon:creator:youtube_femalefounderworld
- url: https://koinonlink.com/kol/youtube/femalefounderworld
- schema_version: 1.3

## Identity
- platform: youtube
- handle: femalefounderworld
- platform_url: https://www.youtube.com/@femalefounderworld
- country: United States
- entity_type: creator
- person_id: koinon:person:youtube_femalefounderworld

## Reach
- followers: 3990
- posts_observed: 57
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: ecommerce
- subcategory: dtc_brand
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: 女性创始人真实创业故事, AI 在营收、趋势研究中的应用, 电商与零售增长策略, 客户留存、社群与 lead gen, 产品上线、virality 与资金运作, 创始人决策、心态与外包
- bio: Female Founder World is the most engaged business platform for women. Learn directly from real-world entrepreneurs as host ...

## Audience (inferred)
- status: present
- description: female founders and women entrepreneurs, primarily small to mid-sized creators in consumer brands, e-commerce, or content media
- roles: ecom_ops
- seniority: decision_maker
- pain_points: struggling to secure startup funding and resources, slow early customer acquisition and trust-building, websites and operations failing to scale with rapid growth, challenges in outsourcing decisions, burnout management, and the realities of retail expansion
- posts_analysed: 48
- confidence: 0.75

## 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: 39
- authenticity_basis: profile_shape_only
- credibility_score: 39
- 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
- [youtube_femalefounderworld#7d0cb095] The Habit That Keeps CEOs Close to Their Customers (https://www.youtube.com/@femalefounderworld)
- [youtube_femalefounderworld#4d8c8ceb] Can AI Deliver a Luxury Customer Service Experience?
- [youtube_femalefounderworld#8abc27fa] How One Tool Fueled This Company's 1,000% Growth
- [youtube_femalefounderworld#c96a1190] They Had to Fire Their Director of Ops Within Weeks
- [youtube_femalefounderworld#b276f784] Why 1,000 Brides Joined This Program In 48 Hours
- [youtube_femalefounderworld#5cdd895b] She Uses AI To Reverse Engineer Her Revenue Goals
- [youtube_femalefounderworld#a8554474] She Trained AI To Do Trend Research For Her
- [youtube_femalefounderworld#a9d171f6] You Don't Need Permission To Enter An Industry

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=29, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=29, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=29, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=10, 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=0, 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=10, 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=10, method=platform_profile

## Freshness
- profile_checked_days_ago: 10
- content_analysed_days_ago: 0
- audience_updated_days_ago: 29

## AI retrieval
- indexing_requests: 1
- 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=youtube_femalefounderworld
- Request removal: https://koinonlink.com/claim?k=youtube_femalefounderworld
- Terms: https://koinonlink.com/for-ai