# tommimarangoni (@tommimarangoni) on tiktok

- id: koinon:creator:tiktok_tommimarangoni
- url: https://koinonlink.com/kol/tiktok/tommimarangoni
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: tommimarangoni
- platform_url: https://www.tiktok.com/@tommimarangoni
- country: Italy
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 66345
- following: 9
- posts_total: 724
- posts_observed: 2
- 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: ecommerce
- category_confidence: 0.85
- category_source: derived_from_discovery_path
- topics: Trading and crypto profitability, Mindset and mentality for success, Luxury lifestyle in Dubai and supercars, Personal motivation and ignoring critics, Wealth through hard sacrifices and promises kept

## Audience (inferred)
- status: present
- description: Young Italian-speaking viewers interested in trading/crypto and adopting a luxury lifestyle through mindset and motivation
- roles: consumer
- seniority: learner
- pain_points: Struggling to become profitable in trading, Being held back by others' opinions and negativity, Feeling stuck in an ordinary life instead of the dreamed luxury lifestyle, Lacking the right mentality for long-term success and sacrifices
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 63
- authenticity_basis: profile_shape_only
- credibility_score: 63
- 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
- [tiktok_tommimarangoni#73d7a978] Risposta a @Boscolo.Fiore_ State attenti ai fake! (https://www.tiktok.com/@tommimarangoni)
- [tiktok_tommimarangoni#de0906ef] original sound - tommimarangoni
- [tiktok_tommimarangoni#35ea98da] Check out tommimarangoni’s video! #TikTok >
- [tiktok_tommimarangoni#fd79eb0a] La tua vita non è difficile per colpa degli altri. #tommimarangoni #mentality #mindset
- [tiktok_tommimarangoni#90ca2a73] It is a becoming a big trend on TikTok now! Click here: tommimarangoni
- [tiktok_tommimarangoni#6b7e645e] Search:
- [tiktok_tommimarangoni#f4ecae95] tommimarangoni
- [tiktok_tommimarangoni#1f6ac4a7] L’età è solamente un numero. #tommimarangoni #mentality #Lifestyle

## 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=69, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=69, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=69, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=69, 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=69, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=100, 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=69, 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=100, 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=100, method=platform_profile

## Freshness
- profile_checked_days_ago: 100
- content_analysed_days_ago: 69
- audience_updated_days_ago: 69

## AI retrieval
- indexing_requests: 8
- 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=tiktok_tommimarangoni
- Request removal: https://koinonlink.com/claim?k=tiktok_tommimarangoni
- Terms: https://koinonlink.com/for-ai