# Sương Săn Seo🌱 (@suongsanseo) on tiktok

- id: koinon:creator:tiktok_suongsanseo
- url: https://koinonlink.com/kol/tiktok/suongsanseo
- schema_version: 1.4

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

## Reach
- followers: 4931
- following: 2008
- posts_total: 2501
- posts_observed: 2
- 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: beauty
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: 美妆产品测评, 护肤和身体护理, TikTok热门趋势产品, 越南本土品牌如Cocoon, 平价彩妆推荐
- bio: Săn deal hời cùng Sương nha ❤️🌷

## Audience (inferred)
- status: present
- description: Young Vietnamese female consumers, primarily interested in affordable beauty and skincare products
- roles: consumer
- seniority: consumer
- pain_points: Difficulty finding effective yet budget-friendly skincare and makeup products, Want to keep up with TikTok beauty trends but lack trustworthy recommendations, Doubtful about product performance and value for money, Desire quick, satisfying results from makeup or skincare routines
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.5
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 38
- authenticity_basis: profile_shape_only
- credibility_score: 38
- 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_suongsanseo#ea467530] Tỉnh cả ngủ đấyyy #bangmat #focallure #xuhuong (https://www.tiktok.com/@suongsanseo)
- [tiktok_suongsanseo#4cd1e2d9] original sound - suongsanseo
- [tiktok_suongsanseo#a64cd1c3] It is a becoming a big trend on TikTok now! Click here: bangmat
- [tiktok_suongsanseo#5ad87947] Check out Sương Săn Seo🌱’s video! #TikTok >
- [tiktok_suongsanseo#a432fcb1] Ê nhaaa #muoiot #xuhuong
- [tiktok_suongsanseo#10319a7b] original sound - me.gau195
- [tiktok_suongsanseo#0911f5cd] Nghệ hay bí đaooo #matna #matnabidao #cocoon #xuhuong
- [tiktok_suongsanseo#9cdc4e4a] Ủa đã thế #bangmat #cheeryep #xuhuong

## 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=70, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=70, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=70, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=70, 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=70, 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=70, 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: 70
- audience_updated_days_ago: 70

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