# LeakHub💦 (@fruit.jamz) on tiktok

- id: koinon:creator:tiktok_fruit.jamz
- url: https://koinonlink.com/kol/tiktok/fruit.jamz
- schema_version: 1.2

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

## Reach
- followers: 98930
- following: 5
- posts_observed: 23
- 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: entertainment
- subcategory: news_media
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Lil Durk trial and OTF snitching, Rap beefs and street drama, Akademiks reactions, Hip-hop celebrity gossip and leaks
- bio: Viral Short-Form Editor ⭐️ | 500M+ Views | 13K on IG (@fruit.jamz) • Multiple Viral Pages | DM “CLIPS’’ for high end edits ✂️| Open to brand deals 💰

## Audience (inferred)
- status: present
- description: Hip-hop and rap drama fans who follow Lil Durk trial updates, OTF snitching stories, and Akademiks-style gossip clips
- roles: consumer
- seniority: consumer
- pain_points: Missing real-time updates on high-profile rap trials and beefs, Struggling to find short, viral clips of street/court drama, Wanting quick reactions from influencers like Akademiks without watching long videos
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 57
- authenticity_basis: profile_shape_only
- credibility_score: 57
- 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_fruit.jamz#0ec597d6] Dj Akademiks reacts to rapper lil Yatchy exposing former label mate Karrahboo on Live. Explaining why he kicked her out of the concrete boys music group. He would then go on to leak the reference tracks to Karrahboo’s hit freestyle from on the radar. Stating that he wrote every l (https://www.tiktok.com/@fruit.jamz)
- [tiktok_fruit.jamz#cc1b2c0f] original sound - fruit.jamz
- [tiktok_fruit.jamz#fd0f0446] It is a becoming a big trend on TikTok now! Click here: lilyatchy
- [tiktok_fruit.jamz#5cc439ff] Check out LeakHub💦’s video! #TikTok >
- [tiktok_fruit.jamz#6b7e645e] Search:
- [tiktok_fruit.jamz#e316b48f] yachty karrahboo
- [tiktok_fruit.jamz#c6184caa] Cardi B 100% authentic and dont care what nobody has to say #cardib #bardigang #fyp
- [tiktok_fruit.jamz#03a7c128] what happened between cardi b and steffon diggs

## 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=29, 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=29, 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=29, method=platform_profile

## Freshness
- profile_checked_days_ago: 29
- 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_fruit.jamz
- Request removal: https://koinonlink.com/claim?k=tiktok_fruit.jamz
- Terms: https://koinonlink.com/for-ai