# CEO maggie kari (@adyus79) on tiktok

- id: koinon:creator:tiktok_adyus79
- url: https://koinonlink.com/kol/tiktok/adyus79
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: adyus79
- platform_url: https://www.tiktok.com/@adyus79
- country: Malaysia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 7677
- following: 7405
- posts_total: 508
- 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: news_media
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: Sabah 本地民生与政治吐槽, quarry 石料爆破与工厂日常, TikTok 热门音效与 CapCut 剪辑, 本地 crew/fams 社群标签

## Audience (inferred)
- status: present
- description: Sabah locals (mainly Telupid area) following local issues, quarry work and daily grievances
- roles: none
- seniority: consumer
- pain_points: 物价与薪资严重脱节导致生活压力大, 本地腐败与资源分配不公,  quarry/stone industry 相关安全与生计问题
- posts_analysed: 40
- confidence: 0.75

## 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: 33
- authenticity_basis: profile_shape_only
- credibility_score: 33
- 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_adyus79#0980d462] harga barang sekarang tdk setara dgn gaji kita.rakyat menderita ikat perut tpi yg berkenaan ble senyum lgi.gaji mereka 10x ganda dri kita😥😥 #telupidsabah #fypdongggggggg #sabahancrew_fams #kwspbersasar2023 (https://www.tiktok.com/@adyus79)
- [tiktok_adyus79#220e14cc] Powerful songs like action movie music
- [tiktok_adyus79#08608e95] It is a becoming a big trend on TikTok now! Click here: telupidsabah
- [tiktok_adyus79#b9d2e891] Check out CEO maggie kari’s video! #TikTok >
- [tiktok_adyus79#f3f012af] #paitan #ditaja   #fypdongggggggg   #sabahancrew_fams    #paitancrew_fams
- [tiktok_adyus79#ce73fd2e] original sound - akn_edit
- [tiktok_adyus79#bad2fc23] dari simpang poring sampai pekan jem jln.3/9/2022😭#sabahancrew_fams     #fypdongggggggg #fypシ #sabahantiktokers
- [tiktok_adyus79#9ab51896] Participating in this activity could result in you or others getting hurt.

## 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=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=59, 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=59, 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=0.25, freshness_days=59, 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: 59
- audience_updated_days_ago: 59

## AI retrieval
- indexing_requests: 8
- 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_adyus79
- Request removal: https://koinonlink.com/claim?k=tiktok_adyus79
- Terms: https://koinonlink.com/for-ai