# RanchStressing (@ranchstressing) on tiktok

- id: koinon:creator:tiktok_ranchstressing
- url: https://koinonlink.com/kol/tiktok/ranchstressing
- schema_version: 1.4

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

## Reach
- followers: 45732
- following: 780
- 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: software
- subcategory: ai_tools
- category_confidence: 0.85
- category_source: derived_from_discovery_path
- topics: Art Fight攻击与复仇, 原创角色与D&D OC设计, 数字绘画过程分享, 幻想主题插画
- bio: commissions: (closed) email [contact removed]

## Audience (inferred)
- status: present
- description: young digital artists and illustration enthusiasts who participate in Art Fight, create OCs, and design D&D characters
- roles: design
- seniority: learner
- pain_points: struggling to finish multiple attack sketches on time during events, slow learning curve with new software and devices reducing efficiency, lacking consistent art style and strong composition skills, limited opportunities to showcase work and receive feedback
- posts_analysed: 27
- confidence: 0.6

## 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: 53
- authenticity_basis: profile_shape_only
- credibility_score: 53
- 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_ranchstressing#5dea8c9e] YAHH art fight finally announced the winner of this year. Great job everyone that participated and ggs to the other teams! Can’t wait to compete next year 💕 #artfight #artfight2026 #artfightwinner (https://www.tiktok.com/@ranchstressing)
- [tiktok_ranchstressing#3cc05908] original sound - intergalacticjawn
- [tiktok_ranchstressing#067d71ba] My Way
- [tiktok_ranchstressing#7955194a] It is a becoming a big trend on TikTok now! Click here: artfight
- [tiktok_ranchstressing#8a8abb87] Check out RanchStressing’s video! #TikTok >
- [tiktok_ranchstressing#9b9453ae] They’re thriving I promise.  Other party members : @minomotu @🎃 The Pumpkin Prince 🎃 and AMY  #dnd #ocs #dndtiktok #art #originalcharacter
- [tiktok_ranchstressing#2f45ed43] Bards have all the fun
- [tiktok_ranchstressing#d7936075] Art fight attack on @minomotu ‘s character Nasir! (With Chito)  #artfight #artfight2026 #teamcomedy #artfightattack #art

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=52, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=52, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=52, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=52, 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=52, 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=52, 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: 52
- audience_updated_days_ago: 52

## AI retrieval
- indexing_requests: 5
- 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_ranchstressing
- Request removal: https://koinonlink.com/claim?k=tiktok_ranchstressing
- Terms: https://koinonlink.com/for-ai