# aurora_drama (@aurora_shortdrama) on tiktok

- id: koinon:creator:tiktok_aurora_shortdrama
- url: https://koinonlink.com/kol/tiktok/aurora_shortdrama
- schema_version: 1.0

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

## Reach
- followers: 242094
- posts_observed: 1
- verified: false
- size_tier: kol

## Engagement
- unit_note: engagement_rate is a ratio (0-1); the interaction fields are absolute counts.

## Content
- category: entertainment
- subcategory: comedy
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: short drama clips, alpha/werewolf romance tropes, secret identity and revenge stories, powerful male leads with hidden pasts, dramatic one-night-stand to power-couple arcs
- bio: Every minute tells a story. Every story hits different.

## Audience (inferred)
- status: present
- description: TikTok users who binge short romance dramas featuring alpha, werewolf, mafia and revenge tropes
- roles: consumer
- seniority: consumer
- pain_points: Struggling to find quick, addictive stories that hold attention in under a minute, Seeking cheap escapism from daily routine through dramatic romance plots, Wanting immediate emotional payoff without committing to long series
- posts_analysed: 17
- 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: 58
- credibility_score: 58
- grade: C
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [tiktok_aurora_shortdrama#p0] The Deepest Pit (https://www.tiktok.com/@aurora_shortdrama)
- [tiktok_aurora_shortdrama#p1] original sound - aurora_shortdrama
- [tiktok_aurora_shortdrama#p2] Check out aurora_drama’s video! #TikTok >
- [tiktok_aurora_shortdrama#p3] Ace Killer
- [tiktok_aurora_shortdrama#p4] Search:
- [tiktok_aurora_shortdrama#p5] deepest pit
- [tiktok_aurora_shortdrama#p6] The Alpha's Secret Twins
- [tiktok_aurora_shortdrama#p7] the exiled alpha twins secret

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, 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=21, method=follower_growth_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=21, method=platform_profile

## Freshness
- profile_checked_days_ago: 21
- 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_aurora_shortdrama
- Request removal: https://koinonlink.com/claim?k=tiktok_aurora_shortdrama
- Terms: https://koinonlink.com/for-ai