# Kochie's Business Builders (@KochiesBiz) on youtube

- id: koinon:creator:youtube_kochiesbiz
- url: https://koinonlink.com/kol/youtube/KochiesBiz
- schema_version: 1.4

## Identity
- platform: youtube
- handle: KochiesBiz
- platform_url: https://www.youtube.com/@KochiesBiz
- country: Australia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 6150
- posts_observed: 8
- 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: 0.8
- category_source: derived_from_recent_content
- topics: Small business success stories and news, AI practical applications for SMBs, Leadership and team building, Hiring and recruitment strategies, Regional Australia business opportunities
- bio: Kochie's Business Builders is the only free-to-air television program helping small and medium-sized businesses in Australia.

## Audience (inferred)
- status: present
- description: Australian small and medium business owners, especially parents building businesses around family schedules and those in regional areas
- roles: none
- seniority: decision_maker
- pain_points: Balancing business growth with school hours and family life, Implementing AI without disrupting daily operations, Hiring and leading effective teams on limited resources, Scaling from startup to significant revenue in competitive markets
- posts_analysed: 32
- confidence: 0.75

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

## Quality signals
- authenticity_score: 41
- authenticity_basis: profile_shape_only
- credibility_score: 41
- 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_kochiesbiz#7b4e3a9f] The small business news that matters this week (https://www.youtube.com/@KochiesBiz)
- [youtube_kochiesbiz#d8ffbf8a] Between School Hours: The Business Turning Children's Art Into Millions
- [youtube_kochiesbiz#f38a4bfe] Between School Hours: Changing PR With AI
- [youtube_kochiesbiz#3c306066] Between School Hours: Built During Nap Time
- [youtube_kochiesbiz#4122cc20] Between School Hours: Building a Business That Fits Your Life
- [youtube_kochiesbiz#a8dfab96] Between School Hours: Swimming Lessons, Reimagined
- [youtube_kochiesbiz#0d8eee8d] Between School Hours: From Laundry Bags to a Global Business
- [youtube_kochiesbiz#30f338d9] Between School Hours: The Knowledge Every Parent Needs

## 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=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=59, 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=59, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=104, 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=59, 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=104, 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=104, method=platform_profile

## Freshness
- profile_checked_days_ago: 104
- content_analysed_days_ago: 59
- audience_updated_days_ago: 59

## AI retrieval
- indexing_requests: 8
- 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_kochiesbiz
- Request removal: https://koinonlink.com/claim?k=youtube_kochiesbiz
- Terms: https://koinonlink.com/for-ai