# Vincent Do | AI & Automation (@VincentDoAI) on youtube

- id: koinon:creator:youtube_vincentdoai
- url: https://koinonlink.com/kol/youtube/VincentDoAI
- schema_version: 1.4

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

## Reach
- followers: 76000
- posts_observed: 1
- verified: false
- size_tier: koc

## 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: 0.93
- category_source: derived_from_recent_content
- topics: Semantic SEO and Topical Maps, GEO/AEO vs traditional SEO, AI's impact on Google and content ranking, Future of SEO (2026-2029), AI tools for content outlines and EEAT optimization
- bio: Mình là Đỗ Anh Việt (Vincent Đỗ), kênh của mình chia sẻ chủ yếu về AI, Automation, AI Agent ứng dụng trong công việc và ...

## Audience (inferred)
- status: present
- description: SEO professionals and digital marketers focused on adapting traditional SEO to AI search, Semantic SEO, and GEO/AEO optimization
- roles: seo_geo
- seniority: practitioner
- pain_points: Traditional keyword stuffing and old SEO tactics no longer work in AI-driven search, Difficulty understanding and optimizing for GEO/AEO and generative engines like Perplexity, Uncertainty about how SEO will evolve from 2025-2029 and what skills will remain relevant, Struggling to measure real KPIs for AI search performance and EEAT signals
- posts_analysed: 17
- 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: 55
- authenticity_basis: profile_shape_only
- credibility_score: 55
- flagged_for_review: false
- koinon_bd_grade: B — 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_vincentdoai#a70298f3] How is a Topical Map different from a Silo and a Topic Cluster? #SEO #TopicalMap (https://www.youtube.com/@VincentDoAI)
- [youtube_vincentdoai#8dec4a70] Why is a Topical Map important in Semantic SEO? #SEO #TopicalMap
- [youtube_vincentdoai#43895107] How is GEO/AEO optimization different from traditional SEO? #GEO #SEO
- [youtube_vincentdoai#0209b97b] How will SEO change in 2026 compared to 2020? #AI #SEO
- [youtube_vincentdoai#9fa668e5] What will the future of SEO look like from 2026 to 2029? #AI #SEO
- [youtube_vincentdoai#4088685d] 5 Key KPIs for Measuring the Effectiveness of AI Search/GEO/AEO #AI #GEO
- [youtube_vincentdoai#fa606b5a] Can AI replace SEO professionals? #AI #SEO
- [youtube_vincentdoai#1803a883] Analyze the Top 10 and create an Outline to outperform the competition with Perplexity #AI #Content

## 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=84, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=84, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=84, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=49, 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=49, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=109, 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=49, 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=109, 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=109, method=platform_profile

## Freshness
- profile_checked_days_ago: 109
- content_analysed_days_ago: 49
- audience_updated_days_ago: 84

## AI retrieval
- indexing_requests: 13
- 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_vincentdoai
- Request removal: https://koinonlink.com/claim?k=youtube_vincentdoai
- Terms: https://koinonlink.com/for-ai