# AI Marketers Guild (@AIMarketersGuild) on youtube

- id: koinon:creator:youtube_aimarketersguild
- url: https://koinonlink.com/kol/youtube/AIMarketersGuild
- schema_version: 1.3

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

## Reach
- followers: 5920
- posts_observed: 298
- 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: 0.9
- category_source: derived_from_recent_content
- topics: AI在广告和adtech中的实际应用, 程序化广告与中间商角色变化, Agency模型演变与生存, 数据基础 vs AI hype, 创意、定向与CPM的回归本质
- bio: The mission of the AI Marketers Guild is to address key challenges by fostering a collaborative community. We offer targeted ...

## Audience (inferred)
- status: present
- description: Ad tech and digital marketing practitioners, primarily executors and mid-level teams from ad agencies, brand marketing teams, and adtech platforms
- roles: ads
- seniority: practitioner
- pain_points: Projects fail due to building AI agents without solid data foundations, Ad creatives are optimized solely for algorithms, not real users, AI erodes margins by cutting into programmatic advertising's middle layers, Traditional agency models and complex targeting can no longer keep up with the new AI-driven ad landscape
- posts_analysed: 18
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.9
- 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_aimarketersguild#d7f041df] Ad tech takes itself too seriously. Sometimes you need a rap battle instead. (https://www.youtube.com/@AIMarketersGuild)
- [youtube_aimarketersguild#e783414d] The programmatic middleman is being squeezed out by AI.1
- [youtube_aimarketersguild#26b58a30] Stop building creative for "the robots."
- [youtube_aimarketersguild#f8a07e3a] AI isn’t taking your job—it’s just waiting for you to use it better!
- [youtube_aimarketersguild#0c017489] Stop building AI agents before you fix your data foundations!
- [youtube_aimarketersguild#495513b6] Adtech is drowning in "flavors of ice cream no one asked for"
- [youtube_aimarketersguild#04cb70b2] Forget complex targeting—the future of advertising is going back to basics.
- [youtube_aimarketersguild#35b464b1] AI is about to save your CPMs

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=20, 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=1, 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=1, 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=1, method=platform_profile

## Freshness
- profile_checked_days_ago: 1
- content_analysed_days_ago: 0
- audience_updated_days_ago: 20

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