# Small Business Training by Martin Brossman (@smallbusinesstrainingbymartin) on youtube

- id: koinon:creator:youtube_smallbusinesstrainingbymartin
- url: https://koinonlink.com/kol/youtube/smallbusinesstrainingbymartin
- schema_version: 1.4

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

## Reach
- followers: 1330
- posts_observed: 92
- 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: software
- subcategory: martech
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: AI training and productivity for small businesses, Facebook/YouTube marketing and content creation, SEO for local businesses, Networking events and chamber training, Self-publishing and book promotion
- bio: Subscribe for useful and inspiring Small Businesses Resources that will help make your business more successful today! Created ...

## Audience (inferred)
- status: present
- description: North Carolina small business owners, especially local operators around Raleigh seeking hands-on AI and marketing training
- roles: general_ai
- seniority: practitioner
- pain_points: Figuring out practical AI tools without hype or overpromising, Getting comfortable creating video content and posting consistently on social media, Improving local SEO and Facebook marketing on limited budgets, Building simple marketing plans and handling negative reviews
- posts_analysed: 47
- 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: 33
- authenticity_basis: profile_shape_only
- credibility_score: 33
- 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_smallbusinesstrainingbymartin#cbaaaff6] About the Raleigh NC Alignable Once-a-Month Networking event (https://www.youtube.com/@smallbusinesstrainingbymartin)
- [youtube_smallbusinesstrainingbymartin#96600c0d] Chamber Membership - Barrier or Investment
- [youtube_smallbusinesstrainingbymartin#41f3c97d] Facebook Marketing for Small Businesses & Foundations_ Reach Parents & Donors by Martin Brossman
- [youtube_smallbusinesstrainingbymartin#f2d554f2] Testimonials - AI Course Simplifies Financial Literacy for All - Training by  Martin Brossman
- [youtube_smallbusinesstrainingbymartin#49b6d69c] Self Publish Your Book - Write, Publish, Profit Training by Martin Brossan & Associates LLC
- [youtube_smallbusinesstrainingbymartin#b2f5d716] Cherry Fowle's comments about the 90-Day Marketing training by Martin Brossman at CCCC SBC
- [youtube_smallbusinesstrainingbymartin#e56d314f] Amy Allen, ReWild Within - from Martin Brossman's 90 Day Training through the CCCC SBC
- [youtube_smallbusinesstrainingbymartin#0904fed5] My NEW Book - The Key of Marketing  - completed the first draft, due out this fall

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=94, 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=76, 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=94, 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=94, method=platform_profile

## Freshness
- profile_checked_days_ago: 94
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

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