# jjbermydev (@jbermeagames) on tiktok

- id: koinon:creator:tiktok_jbermeagames
- url: https://koinonlink.com/kol/tiktok/jbermeagames
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: jbermeagames
- platform_url: https://www.tiktok.com/@jbermeagames
- website: https://linktab.co/jjbermy
- country: Mexico
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 13555
- following: 55
- 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: gaming
- subcategory: mobile
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Indie game development with Unity, Android mobile game updates and Play Store releases, Multiplayer mechanics and testing, Devlogs and progress updates, AI experiments in game projects
- bio: Creador de contenido y pseudo desarrollador indie😸🕹️
tw: @jbgames05

## Audience (inferred)
- status: present
- description: Indie game developers and hobbyists, mostly Spanish-speaking, focused on Android mobile games and Unity
- roles: dev
- seniority: practitioner
- pain_points: Debugging multiplayer and networking bugs in mobile games, Getting meaningful Play Store reviews and player feedback, Balancing development time between new features and bug fixes, Integrating AI tools like ChatGPT without breaking game flow
- posts_analysed: 66
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- 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_jbermeagames#b2ecb36d] wazaaaaaa👻después de casi una semana de pura e intensa programación, eh aquí la primera actualización de Ghost Mate🐱 #android #multijugador #multiplayer #game #juego #playstore #gameplay #español #gaming #fypシ / original sound - jbermeagames / Our musical.ly family is growing! (https://www.tiktok.com/@jbermeagames)
- [tiktok_jbermeagames#c240389b] Soon we will be available on Android. Create a creative 'welcome' musical for our new friends from the Android world.
- [tiktok_jbermeagames#f06afbad] The creator of the best musical gets a special S-U-R-P-R-I-S-E ! / It is a becoming a big trend on TikTok now! Click here: android / Check out jjbermydev’s video! #TikTok > / Primera versión pública disponible!! Se llama Ghost Mate, el enlace directo está en mi perfil. El juego e

## 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=72, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=72, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=72, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=72, 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=72, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=72, 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=72, 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=72, 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=72, method=platform_profile

## Freshness
- profile_checked_days_ago: 72
- content_analysed_days_ago: 72
- audience_updated_days_ago: 72

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