# Depok Here!🐣 (@devideslaini7) on tiktok

- id: koinon:creator:tiktok_devideslaini7
- url: https://koinonlink.com/kol/tiktok/devideslaini7
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: devideslaini7
- platform_url: https://www.tiktok.com/@devideslaini7
- country: Indonesia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 125356
- following: 185
- posts_observed: 1
- verified: false
- size_tier: kol

## 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: ecommerce
- subcategory: dtc_brand
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: home-based dessert selling, family life and journey, small-scale local business, Rohul/Depok area food spots
- bio: Cp 0813-1198-993 
Support New @Pzinta'sTwin🦩 💄
Cek IG👇🏻
@devideslaini07 @dedevskinreal @aadho_herbal @dapurmaskawek

## Audience (inferred)
- status: present
- description: Local Indonesian women and families in Depok/Rohul areas looking for affordable homemade desserts and following small home-based sellers
- roles: consumer
- seniority: consumer
- pain_points: Finding cheap, quality homemade desserts nearby, Supporting small local sellers with limited options, Discovering new home businesses in their area
- posts_analysed: 27
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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_devideslaini7#b2ba984f] Berjuang bersama🤍 #fyp #EkspresikanDenganCapCut #bcaxyz #suamiistri (https://www.tiktok.com/@devideslaini7)
- [tiktok_devideslaini7#77fec7d0] Perjalanan Kita Nggak Mudah
- [tiktok_devideslaini7#75fdf6f4] Our Journey Together shorts
- [tiktok_devideslaini7#bb7f12b7] It is a becoming a big trend on TikTok now! Click here: fyp
- [tiktok_devideslaini7#61332dc7] Check out Depok Here!🐣’s video! #TikTok >
- [tiktok_devideslaini7#015aaaef] MasyaAllah Tabarakallah✨🤎 #anniversary #staycation #hotelpekanbaru #fyppppppppppppppppppppppp
- [tiktok_devideslaini7#90ff9c9d] original sound - seyiilala_stecu3
- [tiktok_devideslaini7#5e7ab35b] Pertama di Kotalama Rohul😍🙌🏻✨🤤  Lapak mini posisinya Ruko PAS disamping Koramil ya😍✨ #gabinbar #gabinicecream #dessert #jualandepanrumah

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=54, 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=54, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=88, 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=54, 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=88, 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=88, method=platform_profile

## Freshness
- profile_checked_days_ago: 88
- content_analysed_days_ago: 54
- audience_updated_days_ago: 54

## 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_devideslaini7
- Request removal: https://koinonlink.com/claim?k=tiktok_devideslaini7
- Terms: https://koinonlink.com/for-ai