# Tỏi review 🧄 (@toitapreview) on tiktok

- id: koinon:creator:tiktok_toitapreview
- url: https://koinonlink.com/kol/tiktok/toitapreview
- schema_version: 1.4

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

## Reach
- followers: 15086
- following: 37
- posts_total: 72
- posts_observed: 1
- 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: lifestyle
- subcategory: parenting
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Chuẩn bị sinh con và đồ bầu, Review sản phẩm mẹ & bé, Săn sale và mua sắm TikTok, Unboxing, haul đồ dùng hàng ngày, Ăn uống và cuộc sống thường nhật

## Audience (inferred)
- status: present
- description: Vietnamese pregnant women (mainly in week 30+) and young mothers preparing baby essentials, who enjoy watching reviews and hunting deals on TikTok
- roles: consumer
- seniority: consumer
- pain_points: Preparing baby items in time for the due date with a tight budget, Not knowing which products are truly necessary and worth the money, Wanting authentic reviews, great prices, and easy-to-buy options on TikTok, Feeling exhausted from pregnancy but still having to manage shopping and household chores
- posts_analysed: 100
- confidence: 0.9

## 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: 54
- authenticity_basis: profile_shape_only
- credibility_score: 54
- 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_toitapreview#1e140e5f] Bước tiếp theo chuẩn bị xong rồi ạ. Chuẩn bị tiếp thôi 🤣 ". Đồng bầu 31-8 sao rồi ạ hồi họp ko mấy mom #xuhuong #nguacon2026🐴 #embe (https://www.tiktok.com/@toitapreview)
- [tiktok_toitapreview#46ce6b26] original sound - heinaa._.mukbang
- [tiktok_toitapreview#ba7fedfb] It is a becoming a big trend on TikTok now! Click here: xuhuong
- [tiktok_toitapreview#6087dfe8] Check out Tỏi review 🧄’s video! #TikTok >
- [tiktok_toitapreview#cb047f4c] Chuẩn bị đồ cho ngựa con. Đồng bầu 31-8 sắm sửa xong hết chưa ạ. Tập đầu nên sắm đại theo tiktok thui😝 #xuhuong #nguacon2026🐴
- [tiktok_toitapreview#651c9a93] original sound - air.remix
- [tiktok_toitapreview#801579d6] Em Ơi Anh Phải Làm Sao
- [tiktok_toitapreview#d68f7f49] Mấy mom sắm sửa tới đâu òi. Tập đầu nên mua theo top top thui. Mới part 1 mà quá tr đồ. Chúc các mom săn sale thành công nhe. #xuhuong #mebau #embe #sansale #viral

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

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=75, 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=75, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=75, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 75
- audience_updated_days_ago: 75

## AI retrieval
- indexing_requests: 9
- 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_toitapreview
- Request removal: https://koinonlink.com/claim?k=tiktok_toitapreview
- Terms: https://koinonlink.com/for-ai