# BENM TECH 🌟 (@benim_tech) on tiktok

- id: koinon:creator:tiktok_benim_tech
- url: https://koinonlink.com/kol/tiktok/benim_tech
- schema_version: 1.4

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

## Reach
- followers: 15460
- following: 11
- posts_observed: 1
- 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: software
- subcategory: app
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Android app recommendations and hidden features, Mobile video editing and VFX apps, Phone buying advice and scam exposure, Quick tech tricks and customization tips, Gaming and entertainment apps
- bio: 📑For Business Inquiry 👇🏻
📩 [contact removed] 
 MAin Account @BENIM TECH 🌟

## Audience (inferred)
- status: present
- description: Android phone users, mostly young adults and students in emerging markets, looking for free apps, mobile editing tools and quick tech tricks
- roles: consumer
- seniority: consumer
- pain_points: Finding reliable free Android apps that actually work, Editing videos or adding effects on mobile without expensive software, Avoiding phone scams or over-hyped devices when buying, Making their phone feel more customized and modern
- posts_analysed: 36
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.8
- open_to_collaboration: true
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 46
- authenticity_basis: profile_shape_only
- credibility_score: 46
- 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
- [tiktok_benim_tech#eed7b73b] New Trick Unlocked 🔓  #fingerprintanimations #displayfingeranimations #uniquetech #techtricks #benimtech (https://www.tiktok.com/@benim_tech)
- [tiktok_benim_tech#6014d732] original sound - benim_tech
- [tiktok_benim_tech#f03d89d2] It is a becoming a big trend on TikTok now! Click here: fingerprintanimations
- [tiktok_benim_tech#d700c466] Check out BENM TECH 🌟’s video! #TikTok >
- [tiktok_benim_tech#015f8f2b] This App Is Seriously Insane . . . #AIEditor #PhotoEditing #VideoEditing #AIFeatures #ProEditing
- [tiktok_benim_tech#b265b1dc] 3 WhatsApp Pranks  #WhatsAppTricks #WhatsAppfunpranks  #PrankTricks #TechTips #WhatsApp
- [tiktok_benim_tech#1bc98385] I Started My 100K Cartoon Challenge 🚀#100KChallenge #CartoonChannel #YouTubeChallenge #AIStory
- [tiktok_benim_tech#6b7e645e] Search:

## 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=62, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=62, 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=62, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=62, 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=62, 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=62, 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=62, method=platform_profile

## Freshness
- profile_checked_days_ago: 62
- content_analysed_days_ago: 62
- audience_updated_days_ago: 62

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