# emsholdn (@emsholdn) on tiktok

- id: koinon:creator:tiktok_emsholdn
- url: https://koinonlink.com/kol/tiktok/emsholdn
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: emsholdn
- platform_url: https://www.tiktok.com/@emsholdn
- website: https://www.instagram.com/emsho1den?igsh=MTR4c242eHF4bHFhdg%3D%3D&utm_source=qr
- country: United Kingdom
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2968
- following: 101
- posts_total: 65
- posts_observed: 1
- verified: false
- size_tier: nano

## 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: entertainment
- subcategory: music
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: viral TikTok music trends, short-form audio discovery, trending song remixes, user-generated music videos, TikTok sound culture, music sharing on social media
- bio: @emsholdn 2973 Followers, 107 Following, 16.8k Likes - Watch awesome short videos created by emsholdn

## Audience (inferred)
- status: present
- description: TikTok users who engage with viral music clips and short-form audio content, primarily young adults interested in trending songs and dance challenges
- roles: general_ai
- seniority: consumer
- pain_points: struggling to find the latest viral sounds on TikTok, missing out on trending music due to lack of discovery tools, feeling overwhelmed by the volume of random audio content, not knowing which songs are actually going viral vs. just popular in niche communities
- 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_emsholdn#6bf1f19e] Bang bang bang (https://www.tiktok.com/@emsholdn)
- [tiktok_emsholdn#50ebf74b] Murdaside - SJ Remix
- [tiktok_emsholdn#c4d44f10] Check out emsholdn’s video! #TikTok >
- [tiktok_emsholdn#4ce674a8] Back d base
- [tiktok_emsholdn#eddd3095] original sound - offsetmedia.uk
- [tiktok_emsholdn#951c2e82] 💁🏼‍♀️
- [tiktok_emsholdn#d0278d59] Only U Remix - Album Version (Explicit)
- [tiktok_emsholdn#d3884d72] original sound - soundt4stic

## 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=51, 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=51, 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=51, method=platform_profile

## Freshness
- profile_checked_days_ago: 51
- 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_emsholdn
- Request removal: https://koinonlink.com/claim?k=tiktok_emsholdn
- Terms: https://koinonlink.com/for-ai