# cyb3rw3nch (@cyb3rw3nch) on tiktok

- id: koinon:creator:tiktok_cyb3rw3nch
- url: https://koinonlink.com/kol/tiktok/cyb3rw3nch
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: cyb3rw3nch
- platform_url: https://www.tiktok.com/@cyb3rw3nch
- website: https://cyb3rw3nch.net
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 12540
- following: 644
- 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: fashion
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: handmade jewelry, cybergrunge aesthetic, wearable art, alternative fashion, chainmail craftsmanship, fairygoth and alt style design
- bio: 🪷 Cyb3rW3nch 🪷
one of a kind chainmail + jewelry

## Audience (inferred)
- status: present
- description: Alternative fashion and wearable art enthusiasts, primarily DIY creators and indie jewelry lovers in the cybergrunge, fairygoth, and alt aesthetic communities
- roles: content
- seniority: practitioner
- pain_points: Struggling to find unique, handmade pieces that match their niche aesthetic, Finding it hard to source or make custom wearable art that feels both artistic and wearable, Feeling isolated in their subcultural identity without a visible community of like-minded creators, Lacking inspiration for functional yet expressive art pieces for home or personal use
- 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: 45
- authenticity_basis: profile_shape_only
- credibility_score: 45
- 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_cyb3rw3nch#fe73fdc3] just wondering #corset #fashiontiktok #handmade #chainmail #crystaltok (https://www.tiktok.com/@cyb3rw3nch)
- [tiktok_cyb3rw3nch#2bb91da0] Contortion
- [tiktok_cyb3rw3nch#2d0b6ecb] It is a becoming a big trend on TikTok now! Click here: corset
- [tiktok_cyb3rw3nch#ce81fc5d] Check out cyb3rw3nch’s video! #TikTok >
- [tiktok_cyb3rw3nch#5c28ea74] fr tho #chainmail #sculpture #crystals #medievaltiktok #arttok
- [tiktok_cyb3rw3nch#ecf40479] trauma
- [tiktok_cyb3rw3nch#4336989a] true wench hours i guess
- [tiktok_cyb3rw3nch#27d882d4] Seasons

## 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=13, 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=13, 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=13, method=platform_profile

## Freshness
- profile_checked_days_ago: 13
- 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_cyb3rw3nch
- Request removal: https://koinonlink.com/claim?k=tiktok_cyb3rw3nch
- Terms: https://koinonlink.com/for-ai