# AmboeNihGess (@randy_amboe) on tiktok

- id: koinon:creator:tiktok_randy_amboe
- url: https://koinonlink.com/kol/tiktok/randy_amboe
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: randy_amboe
- platform_url: https://www.tiktok.com/@randy_amboe
- website: https://linktr.ee/amboenihgess0
- country: Indonesia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3729802
- following: 50
- posts_total: 2087
- posts_observed: 1
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.00742
- engagement_rate_basis: average_interactions_per_view
- posts_in_average: 10
- avg_interactions_per_post: 14770
- best_post_interactions: 55313
- measurement_source: tiktok_posts_mean
- measurement_formula: digg + comment + share, mean over observed posts, divided by the mean play count of those same posts — on TikTok the algorithmic feed decides reach, so followers are not the denominator that describes what share of an audience engaged
- comparable_pool: view_based_interactions
- status_note: engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).
- 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: gaming
- subcategory: mobile
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Free Fire gameplay & trends, Skits istri di dalam game, Event Pesta9 & skin baru, Humor suami-istri ala Free Fire
- bio: OWNER sarung jempol ajaib SHARK KING😎
👇pp/endorse👇
📩Email: [contact removed]
ig:amboeges

## Audience (inferred)
- status: present
- description: Indonesian Free Fire players, mostly young males who enjoy casual gameplay, memes, and TikTok trends
- roles: consumer
- seniority: consumer
- pain_points: Sulit menang di match Free Fire karena skill atau luck, Ketinggalan trend dance atau challenge terbaru, Mencari konten hiburan ringan seputar game favorit
- posts_analysed: 83
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 66
- authenticity_basis: engagement_observed
- credibility_score: 66
- flagged_for_review: false
- koinon_bd_grade: A — 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_randy_amboe#be2fc657] Gua nggak bisa lawan istri gua gess🥲|| #freefire #fyp (https://www.tiktok.com/@randy_amboe)
- [tiktok_randy_amboe#5d79fab5] original sound - randy_amboe
- [tiktok_randy_amboe#f8794b58] It is a becoming a big trend on TikTok now! Click here: freefire
- [tiktok_randy_amboe#e8f066d8] Check out AmboeNihGess’s video! #TikTok >
- [tiktok_randy_amboe#4328d1b0] Gua nggak bisa bantah istri gua gess🙏🥲🥹|| #freefire #fyp
- [tiktok_randy_amboe#6b7e645e] Search:
- [tiktok_randy_amboe#b85fccba] amboe ff dulu
- [tiktok_randy_amboe#a9ebdbe5] suami nggak boleh bantah istri gess🙏🥹|| #fyp #freefire

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=99, 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=0.5, freshness_days=76, 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=99, 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=99, method=platform_profile

## Freshness
- profile_checked_days_ago: 99
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 10
- 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_randy_amboe
- Request removal: https://koinonlink.com/claim?k=tiktok_randy_amboe
- Terms: https://koinonlink.com/for-ai