# 𝒜idealist⋆ꫂ ၴႅ༘ (@_aidealist_) on tiktok

- id: koinon:creator:tiktok__aidealist_
- url: https://koinonlink.com/kol/tiktok/_aidealist_
- schema_version: 1.4

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

## Reach
- followers: 103490
- following: 4440
- posts_total: 501
- posts_observed: 4
- 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: lifestyle
- subcategory: home_living
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: Keto/konjac food alternatives, Cute squishy toys and stress balls, Fashion accessories (hats, bras, sunglasses), Home hacks and unboxings, Cat care products

## Audience (inferred)
- status: present
- description: Malaysian consumers, mostly women and families seeking affordable daily products
- roles: consumer
- seniority: consumer
- pain_points: Craving tasty food while on diet/keto, Finding cheap cute stress-relief toys and gadgets, Need for practical UV protection and comfortable daily wear, Managing household cleaning and pet health on a budget
- 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: 65
- authenticity_basis: profile_shape_only
- credibility_score: 65
- 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__aidealist_#a1b9096c] Lembut kat luar, crunchy kat dalam.. memang perfect. #dubaichewycookie #kunafa #mochi #chewy #cookies (https://www.tiktok.com/@_aidealist_)
- [tiktok__aidealist_#d244c5cf] Mini Vlog
- [tiktok__aidealist_#1f4b1f7a] It is a becoming a big trend on TikTok now! Click here: dubaichewycookie
- [tiktok__aidealist_#7f877d7e] Check out 𝒜idealist⋆ꫂ ၴႅ༘’s video! #TikTok >
- [tiktok__aidealist_#f39f4e9a] Kalau nak beli, beli time sale memang murah! #cute #nommi #surprise #toptoy #innerchild
- [tiktok__aidealist_#813ca4c0] little princess
- [tiktok__aidealist_#4a251c97] Pink mushroom is here #nommi #toptoy #unboxing #cutebaby #Love
- [tiktok__aidealist_#1ddaf4a7] polaroid love

## 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=62, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=62, 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=62, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=89, 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=62, 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=89, 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=89, method=platform_profile

## Freshness
- profile_checked_days_ago: 89
- content_analysed_days_ago: 62
- audience_updated_days_ago: 62

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