# Thiago Sarraf - Especialista em E-commerce (@ThiagoSarraf) on youtube

- id: koinon:creator:youtube_thiagosarraf
- url: https://koinonlink.com/kol/youtube/ThiagoSarraf
- schema_version: 1.4

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

## Reach
- followers: 144000
- posts_observed: 45
- verified: false
- size_tier: kol

## 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: ecommerce
- subcategory: ecom_ads
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: ChatGPT and AI visibility for stores, Black Friday profit protection, Google Ads and Merchant Center issues, Conversion rate optimization, Shipping, logistics and pricing, CRM and customer retention
- bio: Sou Thiago Sarraf, especialista e consultor em e-commerce! Meu objetivo é te fazer vender mais todos dias e se ainda não ...

## Audience (inferred)
- status: present
- description: Brazilian e-commerce store owners and managers running online stores who want to increase sales and fix operational leaks
- roles: ecom_ops
- seniority: decision_maker
- pain_points: Losing revenue from abandoned carts and low conversion rates, Google Ads costs rising without proportional returns, Shipping and logistics mistakes that kill sales, Struggling to appear in AI tools like ChatGPT while competitors do
- posts_analysed: 48
- confidence: 0.75

## 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: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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_thiagosarraf#69466505] Google Merchant Center Suspended? 🚨 #googleads #merchantcenter (https://www.youtube.com/@ThiagoSarraf)
- [youtube_thiagosarraf#da97f99b] Want to Appear in ChatGPT? Do This First #chatgpt #ai
- [youtube_thiagosarraf#3907c222] Is Google Going to Die? ChatGPT Has Already Changed Everything #google #chatgpt
- [youtube_thiagosarraf#11d55285] How to Get ChatGPT to Recommend Your Store #chatgpt #ecommerce
- [youtube_thiagosarraf#414766f1] How to Appear on ChatGPT? #ecommerce #shorts
- [youtube_thiagosarraf#01b72638] Is SEO Dead? See How to Appear on ChatGPT #seo #chatgpt
- [youtube_thiagosarraf#59fe0302] Most store owners don't see this revenue leak #onlinestore #business
- [youtube_thiagosarraf#7f7ea34e] Your Competitor Is Already Using This to Recover Abandoned Carts #crm #edrone

## 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=80, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=80, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=80, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=101, 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=80, 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=101, 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=101, method=platform_profile

## Freshness
- profile_checked_days_ago: 101
- content_analysed_days_ago: 80
- audience_updated_days_ago: 80

## AI retrieval
- indexing_requests: 11
- 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_thiagosarraf
- Request removal: https://koinonlink.com/claim?k=youtube_thiagosarraf
- Terms: https://koinonlink.com/for-ai