# Giovanni Beggiato (@giovannibeggiatoofficial) on youtube

- id: koinon:creator:youtube_giovannibeggiatoofficial
- url: https://koinonlink.com/kol/youtube/giovannibeggiatoofficial
- schema_version: 1.3

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

## Reach
- followers: 12100
- posts_observed: 7
- 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: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI Automation Agency从0到10k/mo, n8n实战教程与节点技巧, AI Agent与自动化系统搭建, LinkedIn获客与销售AI服务, 无代码线索抓取与数据处理, Claude/Gemini等模型在自动化中的应用
- bio: I help you start an AI Automation Agency and scale it to $10k/mo. Hi I'm Giovanni. While working my 9–5 in Big Tech, I fell in ...

## Audience (inferred)
- status: present
- description: Executors and small team founders looking to build an AI Automation Agency from scratch and achieve $10K/month
- roles: automation
- seniority: practitioner
- pain_points: Don't know how to find and land their first AI automation client, Struggle to quickly build deliverable AI Agents and automation workflows using tools like n8n, Lack reliable, low-cost methods for generating leads and closing sales, Worried that the AI Agency space is already too late or too crowded by 2026
- posts_analysed: 17
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 45
- authenticity_basis: profile_shape_only
- credibility_score: 45
- 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_giovannibeggiatoofficial#0462df8b] Reel 13 update video 1 (https://www.youtube.com/@giovannibeggiatoofficial)
- [youtube_giovannibeggiatoofficial#94d06f44] The Exact Blueprint To Land Your First AI Client in 30-Days
- [youtube_giovannibeggiatoofficial#1b3e0c86] Is It Too Late to Start an AI Agency in 2026?
- [youtube_giovannibeggiatoofficial#7b084ce9] Every Claude Code Term Clearly Explained (For Beginners)
- [youtube_giovannibeggiatoofficial#1203d70d] 5 INSANE Antigravity Use Cases (Build Anything)
- [youtube_giovannibeggiatoofficial#2244724e] Claude Code Just Changed Content Creation Forever! (Full Guide)
- [youtube_giovannibeggiatoofficial#6ef3bac3] The NEW Way to Build AI Automations (2026, Antigravity)
- [youtube_giovannibeggiatoofficial#facd672d] Sell These 3 "Boring" AI Systems for $2.2K to Recruiters (in 2026)

## 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=19, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=19, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=19, 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=4, 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=4, 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=4, method=platform_profile

## Freshness
- profile_checked_days_ago: 4
- content_analysed_days_ago: 0
- audience_updated_days_ago: 19

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