# 1M65 - Premiummall (@premiummallsingapore) on tiktok

- id: koinon:creator:tiktok_premiummallsingapore
- url: https://koinonlink.com/kol/tiktok/premiummallsingapore
- schema_version: 1.4

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

## Reach
- followers: 67599
- following: 270
- posts_observed: 2
- verified: false
- size_tier: koc

## 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: finance
- subcategory: personal_fin
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI-driven financial scams and deepfake fraud, Singapore property market trends (HDB, COE, BTO), Long-term personal finance and CPF Special Account growth, Market volatility and macroeconomic indicators (PCE, Fed, oi, Retirement planning and wealth preservation strategies

## Audience (inferred)
- status: present
- description: Singaporean and Chinese expat investors, primarily middle-aged professionals saving for retirement and property, concerned about financial scams, market volatility, and long-term wealth preservation
- roles: ads
- seniority: practitioner
- pain_points: Falling confidence in financial markets due to rising U.S. Treasury yields and Fed hawkishness, Fear of AI-powered investment scams using deepfake technology to impersonate trusted figures, Uncertainty about HDB resale prices and COE costs impacting property affordability, Anxiety over inflation and whether gold is a good hedge at current levels
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 55
- authenticity_basis: profile_shape_only
- credibility_score: 55
- flagged_for_review: false
- koinon_bd_grade: B — 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_premiummallsingapore#63fb9713] S$300k lost to Scammers!  I need everyone to watch this carefully. Scammers are using AI deepfake technology to clone my face and voice to create fake investment videos. Sadly, victims have already lost hundreds of thousands of dollars after believing these fraudulent advertiseme (https://www.tiktok.com/@premiummallsingapore)

## 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=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=0.25, 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=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: 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_premiummallsingapore
- Request removal: https://koinonlink.com/claim?k=tiktok_premiummallsingapore
- Terms: https://koinonlink.com/for-ai