# DeVRii'♐ (@d353m133r5) on tiktok

- id: koinon:creator:tiktok_d353m133r5
- url: https://koinonlink.com/kol/tiktok/d353m133r5
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: d353m133r5
- platform_url: https://www.tiktok.com/@d353m133r5
- country: Indonesia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2358
- following: 932
- posts_total: 771
- posts_observed: 3
- verified: false
- size_tier: nano

## 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: mindset
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Romantic relationships and trust, Emotional healing from past heartbreaks, Viral TikTok music and trends, Gender dynamics in love and relationships, Personal growth through emotional experience, Self-care and inner peace
- bio: "Ngga usah terlalu srius santai klo disini okey 👌😘

## Audience (inferred)
- status: present
- description: Young Indonesian adults, primarily women in their late teens to early 30s, interested in romantic relationships, emotional healing, and viral TikTok trends with a focus on love, trust, and personal growth
- roles: none
- seniority: consumer
- pain_points: Struggling with emotional pain from past relationships and betrayal, Finding it hard to trust men after being hurt, Feeling pressured to maintain relationships despite emotional distance, Difficulty moving on from past love despite forgiving
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.3
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 34
- authenticity_basis: profile_shape_only
- credibility_score: 34
- 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_d353m133r5#1f9e96e3] run.. (https://www.tiktok.com/@d353m133r5)
- [tiktok_d353m133r5#3f8138cc] original sound - m4hardika
- [tiktok_d353m133r5#875b8afd] Mari Bercinta
- [tiktok_d353m133r5#6ca329aa] Check out DeVRii'♐’s video! #TikTok >
- [tiktok_d353m133r5#29e36986] original sound - kyleclips7
- [tiktok_d353m133r5#fabd4614] original sound - onok33wr
- [tiktok_d353m133r5#239f54c5] tau tuch manusia 😂🤣
- [tiktok_d353m133r5#6d546b4e] 2026 penuh warna 🧡🤍💛💚💙💜🤎❤🖤 Aamiin 😍

## 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=53, 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=53, 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=53, method=platform_profile

## Freshness
- profile_checked_days_ago: 53
- 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_d353m133r5
- Request removal: https://koinonlink.com/claim?k=tiktok_d353m133r5
- Terms: https://koinonlink.com/for-ai