# G&V shop online 🛍️ (@giusycostanzo94) on tiktok

- id: koinon:creator:tiktok_giusycostanzo94
- url: https://koinonlink.com/kol/tiktok/giusycostanzo94
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: giusycostanzo94
- platform_url: https://www.tiktok.com/@giusycostanzo94
- country: Italy
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4484
- following: 568
- posts_total: 759
- posts_observed: 3
- 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: ecommerce
- subcategory: ecom_ads
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: online shopping in Italy, TikTok shopping trends, personalized customer service via WhatsApp, emotional connection in e-commerce, Italian pop culture and music in social media
- bio: Spedizione 🚚 in tutta Italia 🇮🇹 
Whatsapp 3272507935 📲
Shop online 🛍️💕

## Audience (inferred)
- status: present
- description: Italian TikTok users interested in online shopping and lifestyle content, primarily young adults in Italy who engage with casual, emotionally charged, and trend-driven videos
- roles: consumer
- seniority: consumer
- pain_points: Hard to find trustworthy online stores in Italy, Limited visibility into product quality before purchase, Difficulty in contacting sellers quickly via WhatsApp or other channels
- 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: 47
- authenticity_basis: profile_shape_only
- credibility_score: 47
- 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_giusycostanzo94#23682c91] #sietefalliti👋🏻😉😘 #miofratellolangelopiubello😇💎 #🏴👻⏳💪💉 (https://www.tiktok.com/@giusycostanzo94)
- [tiktok_giusycostanzo94#1278a1d5] original sound - giusycostanzo94
- [tiktok_giusycostanzo94#ca2ce342] It is a becoming a big trend on TikTok now! Click here: sietefalliti👋🏻😉😘
- [tiktok_giusycostanzo94#023d2781] Check out G&V shop online 🛍️’s video! #TikTok >
- [tiktok_giusycostanzo94#1ae13bd2] Davvero non o perso MAI la speranza è FINALMENTE dopo 8 anni.. ad oggi sono 2 mesi ke sei qui con NOI 🥰… c’è labbiamo fatta vita mia ❤️‍🔥 #videovecchio😅 #miomaritolamiavita❤️💙👫 #finalmenteacasaamoremii🦁🏡💙
- [tiktok_giusycostanzo94#277903f9] original sound - mariarka_giovanni_
- [tiktok_giusycostanzo94#0fcc8650] original sound - enimrak_95
- [tiktok_giusycostanzo94#a06548db] Eclissi del cuore (feat. Nek)

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, 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=50, 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=50, 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=50, method=platform_profile

## Freshness
- profile_checked_days_ago: 50
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## 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=tiktok_giusycostanzo94
- Request removal: https://koinonlink.com/claim?k=tiktok_giusycostanzo94
- Terms: https://koinonlink.com/for-ai