# Federica Aimi (@federicaaimi) on tiktok

- id: koinon:creator:tiktok_federicaaimi
- url: https://koinonlink.com/kol/tiktok/federicaaimi
- schema_version: 1.2

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

## Reach
- followers: 74898
- following: 73
- posts_total: 685
- 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: lifestyle
- subcategory: home_living
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: journaling & stationery, hair tutorials & styles, cozy DIY & home decor, fall TV/movies recommendations, toy unboxings & collectibles

## Audience (inferred)
- status: present
- description: Young women and teenage girls into cozy feminine aesthetics, journaling, hair styling and blind-box collecting
- roles: consumer
- seniority: consumer
- pain_points: Finding cute stationery and journal inspiration, Quick everyday hairstyle ideas, Cozy fall home and desk decor ideas, New blind-box and collectible unboxings
- 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_federicaaimi#14e19280] Consigli su come iniziare a fare journaling ✨🎀 #journal#sonnyangel#journalwithme#junkjournal#sonnyangels#cancelleria#journalideas#coquette#perte (https://www.tiktok.com/@federicaaimi)
- [tiktok_federicaaimi#1aefc532] original sound - federicaaimi
- [tiktok_federicaaimi#34046452] It is a becoming a big trend on TikTok now! Click here: journal
- [tiktok_federicaaimi#a6084d47] Check out Federica Aimi’s video! #TikTok >
- [tiktok_federicaaimi#921b7ead] Unboxing set completo nuovi Labubu 🤭 1G: federica.aimi #labubu#popmart#unboxing#labubuthemonsters#sonnyangel#sonnyangels#perte
- [tiktok_federicaaimi#e670d98f] Tutorial slick bun in 5 minuti ✨ 1G: federica.aimi #hair#slickback#hairgrowth#capellilunghi#hairbeautycare#capelli#tutorial#hairhack#perte
- [tiktok_federicaaimi#fcb3c892] Express yourself through your hair!
- [tiktok_federicaaimi#73630180] Fatemi sapere quali avete già vistoooo 🤭 #fall #movie #comfortmovies #autunno #perte

## 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=42, 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=42, 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=42, method=platform_profile

## Freshness
- profile_checked_days_ago: 42
- 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_federicaaimi
- Request removal: https://koinonlink.com/claim?k=tiktok_federicaaimi
- Terms: https://koinonlink.com/for-ai