# AIDEAL FAIR (@aideal321) on tiktok

- id: koinon:creator:tiktok_aideal321
- url: https://koinonlink.com/kol/tiktok/aideal321
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: aideal321
- platform_url: https://www.tiktok.com/@aideal321
- country: Singapore
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3603
- following: 1031
- posts_total: 1703
- posts_observed: 1
- 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: lifestyle
- subcategory: home_living
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Custom dining table design, Sintered stone furniture in Singapore, Luxury home interior customization, Local Singapore furniture brands, Personalized home decor solutions, High-end material selection for furniture
- bio: To customize the dining table in your own way. Singapore Dining Table Expert

## Audience (inferred)
- status: present
- description: Homeowners and interior design enthusiasts in Singapore who seek unique, custom-made dining tables with high-end materials and personalized aesthetics
- roles: consumer
- seniority: consumer
- pain_points: Struggling to find truly unique dining tables that reflect personal style, Frustrated by mass-produced furniture lacking customization options, Worried about the quality and durability of custom materials like sintered stone, Unable to find local showrooms in Singapore that offer full customization from design to delivery
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 39
- authenticity_basis: profile_shape_only
- credibility_score: 39
- 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_aideal321#fbf15e0d] Aideal dining table always make u different (https://www.tiktok.com/@aideal321)
- [tiktok_aideal321#fadf71c7] Sunrise
- [tiktok_aideal321#14ff86ec] Check out AIDEAL FAIR’s video! #TikTok >
- [tiktok_aideal321#3d01e112] The most variety choice to make ur own dining table
- [tiktok_aideal321#91c2d8be] Home (Option 1
- [tiktok_aideal321#032a0261] Home (1Option 1 - Original Acoustic Guitar, MMMs Turned Down）
- [tiktok_aideal321#e57da655] Aideal, only for one better dining table
- [tiktok_aideal321#8999b295] I Can Feel It (Christmas Instrumental)

## 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=45, 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=45, 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=45, method=platform_profile

## Freshness
- profile_checked_days_ago: 45
- 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_aideal321
- Request removal: https://koinonlink.com/claim?k=tiktok_aideal321
- Terms: https://koinonlink.com/for-ai