# J e a n l u i s (@j.luis___) on tiktok

- id: koinon:creator:tiktok_j.luis___
- url: https://koinonlink.com/kol/tiktok/j.luis___
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: j.luis___
- platform_url: https://www.tiktok.com/@j.luis___
- website: https://instagram.com/j.luis___?r=nametag
- country: DO
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 6525891
- following: 25
- posts_total: 1231
- posts_observed: 105
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.0507
- engagement_rate_basis: average_interactions_per_view
- posts_in_average: 10
- avg_interactions_per_post: 820707
- best_post_interactions: 6633151
- 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: lifestyle
- subcategory: fitness
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: airport ramp work and aviation life, Christian faith and Bible motivation, running events and 5K races, personal growth and perseverance
- bio: [contact removed]
Domi 🇩🇴
Thanks God 🙏🏾❤️
Ramp agent ✈️ 💪🏾
7M 🔜💪🏾

## Audience (inferred)
- status: present
- description: Mixed group of aviation enthusiasts (aspiring ramp agents), faith-based Christians seeking motivation, and local runners interested in community events
- roles: none
- seniority: learner
- posts_analysed: 100
- confidence: 0.9

## 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: 66
- authenticity_basis: engagement_observed
- credibility_score: 66
- 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_j.luis___#d95d280f] This is normal, I love the nights✈️ (https://www.tiktok.com/@j.luis___)
- [tiktok_j.luis___#3a749b1b] original sound - songs.2ks
- [tiktok_j.luis___#a740c731] Tattoo
- [tiktok_j.luis___#810e9716] Check out J e a n l u i s’s video! #TikTok >
- [tiktok_j.luis___#6b7e645e] Search:
- [tiktok_j.luis___#989b238d] why night flights are dangerous
- [tiktok_j.luis___#6972ac52] We continue with the same goal ✈️
- [tiktok_j.luis___#921d648b] marshaller salary

## 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=34, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=34, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=34, 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=43, 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=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=43, 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=43, method=platform_profile

## Freshness
- profile_checked_days_ago: 43
- content_analysed_days_ago: 0
- audience_updated_days_ago: 34

## AI retrieval
- indexing_requests: 0
- 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_j.luis___
- Request removal: https://koinonlink.com/claim?k=tiktok_j.luis___
- Terms: https://koinonlink.com/for-ai