# AI Marketing Secret (@ai_marketing_secret) on youtube

- id: koinon:creator:youtube_ai_marketing_secret
- url: https://koinonlink.com/kol/youtube/ai_marketing_secret
- schema_version: 1.4

## Identity
- platform: youtube
- handle: ai_marketing_secret
- platform_url: https://www.youtube.com/@ai_marketing_secret
- entity_type: creator
- person_id: koinon:person:youtube_ai_marketing_secret

## Reach
- followers: 1640
- posts_observed: 3
- 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: ai_tools
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: AI product releases and company news, AI tools for marketing and business, AI societal and industry impacts, Tech giants' AI strategies
- bio: We cover all new AI marketing tech and tips out there. This channel is run by Devi - AI Leads Generation Tool and ...

## Audience (inferred)
- status: present
- description: AI news followers and early-stage marketers or small business owners looking for quick updates on AI tools, company moves, and business applications
- roles: general_ai
- seniority: learner
- pain_points: Keeping up with fast-moving AI product releases and company news, Finding actionable AI tools for leads generation without deep tutorials, Understanding how AI affects jobs, search, and daily business operations
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.4
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 34
- authenticity_basis: profile_shape_only
- credibility_score: 34
- 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_ai_marketing_secret#f9e4ba84] OpenAI releases GPT-5, calling it a ‘team of Ph.D. level experts in yo (https://www.youtube.com/@ai_marketing_secret)
- [youtube_ai_marketing_secret#132d2e99] AI is replacing tech employees but improving salaries in other fields.
- [youtube_ai_marketing_secret#13c3e4c5] What are Trumps plans to win the AI race? #AINews #DailyNews
- [youtube_ai_marketing_secret#eba10eaf] Denmark aims to host world's most powerful quantum computer #TechNews
- [youtube_ai_marketing_secret#4d17df8c] What movements are you doing to introduce AI? #AI #News
- [youtube_ai_marketing_secret#301cdee7] Nvidia becomes world's first $4 trillion company
- [youtube_ai_marketing_secret#057bb2ff] What are your thoughts on this? #AI #Innovation
- [youtube_ai_marketing_secret#36696a4a] Which AI agents are you using for your business? #AI #AITips

## 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=68, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=68, 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=68, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=91, 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=68, 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=91, 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=91, method=platform_profile

## Freshness
- profile_checked_days_ago: 91
- content_analysed_days_ago: 68
- audience_updated_days_ago: 68

## AI retrieval
- indexing_requests: 10
- 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_ai_marketing_secret
- Request removal: https://koinonlink.com/claim?k=youtube_ai_marketing_secret
- Terms: https://koinonlink.com/for-ai