# ryan2fresh (@ryan2fresh_) on tiktok

- id: koinon:creator:tiktok_ryan2fresh_
- url: https://koinonlink.com/kol/tiktok/ryan2fresh_
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: ryan2fresh_
- platform_url: https://www.tiktok.com/@ryan2fresh_
- country: Australia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 89169
- following: 43
- posts_total: 977
- posts_observed: 3
- 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: 0.9
- category_source: derived_from_recent_content
- topics: Men's haircuts and styling tutorials, Hair type specific advice (1A-1C, curls, straight), Barber critiques and recommendations, Hair growth products and routines, Grooming products like shampoo, gel and powder

## Audience (inferred)
- status: present
- description: Young men interested in personal hair grooming, styling, haircuts, and growing out their hair, especially straight or textured types seeking practical barber and product advice
- roles: consumer
- seniority: consumer
- pain_points: Barbers failing to cut curls, layers or textured styles correctly, Not knowing how to style specific cuts like fringe or mod cuts at home, Choosing effective hair growth options between minoxidil and natural oils, Finding barbers who understand different hair types and textures
- 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: 64
- authenticity_basis: profile_shape_only
- credibility_score: 64
- 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_ryan2fresh_#23d71222] "Don't shave your beard bro" (https://www.tiktok.com/@ryan2fresh_)
- [tiktok_ryan2fresh_#8609603f] original sound - ryan2fresh_
- [tiktok_ryan2fresh_#9b90ec71] Check out ryan2fresh’s video! #TikTok >
- [tiktok_ryan2fresh_#6b7e645e] Search:
- [tiktok_ryan2fresh_#94988f21] stubble
- [tiktok_ryan2fresh_#470adba4] We SOLD OUT
- [tiktok_ryan2fresh_#a2da027d] 2fresh
- [tiktok_ryan2fresh_#60e8e0c4] Replying to @BEAU 🫪 straight 1A hair wash routine

## 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=62, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=62, 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=62, 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=62, 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: 62
- audience_updated_days_ago: 62

## AI retrieval
- indexing_requests: 11
- 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_ryan2fresh_
- Request removal: https://koinonlink.com/claim?k=tiktok_ryan2fresh_
- Terms: https://koinonlink.com/for-ai