# Vanessa Li (@vnessali) on tiktok

- id: koinon:creator:tiktok_vnessali
- url: https://koinonlink.com/kol/tiktok/vnessali
- schema_version: 1.2

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

## Reach
- followers: 138790
- following: 1025
- posts_observed: 2
- 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: software
- category_confidence: 0.9
- category_source: derived_from_discovery_path
- topics: Acrylic painting and art tutorials, Personal Substack essays on healing and ambition, Cultural identity and appropriation, Law school graduation and career reflections, Self-care routines and solo travel

## Audience (inferred)
- status: present
- description: Young women interested in personal growth, art/painting hobbies, cultural identity, and emotional healing from heartbreak or burnout
- roles: consumer
- seniority: consumer
- pain_points: Balancing ambition with staying emotionally soft, Recovering from heartbreak or family burnout as eldest daughter, Seeing personal culture turned into fleeting TikTok trends, Finding time for creative hobbies like painting amid busy professional life
- 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: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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_vnessali#0c0088d8] ON THE ‘MANDARIN JACKET’ TREND: my culture has become a ‘trending’ aesthetic 👀 i rarely share commentary online, but i felt this one deeply.  📖 full Substack essay + list of Asian designers list is linked in my bio ❤️  what are your favourite Asian-owned brands? #mandarinjacket (https://www.tiktok.com/@vnessali)
- [tiktok_vnessali#c3f83b85] original sound - vnessali
- [tiktok_vnessali#ad539dd5] It is a becoming a big trend on TikTok now! Click here: mandarinjacket
- [tiktok_vnessali#f89a5da3] Check out Vanessa Li’s video! #TikTok >
- [tiktok_vnessali#6b7e645e] Search:
- [tiktok_vnessali#92939c2b] tang jacket
- [tiktok_vnessali#057bb51e] creative hat on = stressed brain is off ❤️ for my first painting, i wanted to paint the feeling of freedom 🕊️ what should i paint for day 2? 👩🏻‍🎨 ib: @Studio Celine W  #painting #artistic #acrylicpainting #healinginnerchild #innerchild  #burnout #burnoutrecovery
- [tiktok_vnessali#b132545b] Just Give Me One

## 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=52, 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=52, 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=52, method=platform_profile

## Freshness
- profile_checked_days_ago: 52
- 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_vnessali
- Request removal: https://koinonlink.com/claim?k=tiktok_vnessali
- Terms: https://koinonlink.com/for-ai