# HiddenGems (@hiddengems89) on tiktok

- id: koinon:creator:tiktok_hiddengems89
- url: https://koinonlink.com/kol/tiktok/hiddengems89
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: hiddengems89
- platform_url: https://www.tiktok.com/@hiddengems89
- website: https://open.spotify.com/playlist/3GoNSK2N1VAYQTDGGDQzT6?si=Ln7yj41URSGju8bi7N3Fbw&pi=GfvmS70uQYqPx
- country: United Kingdom
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 12124
- following: 1
- posts_total: 113
- 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: entertainment
- subcategory: music
- category_confidence: 0.92
- category_source: derived_from_recent_content
- topics: Paolo Nutini songs and performances, Ben Howard acoustic and live tracks, Folk music hidden gems and recommendations, Acoustic covers and live sessions, TikTok music trends and artist comebacks
- bio: Your daily dose of hidden gems ✨

Listen to my playlist 🍂

## Audience (inferred)
- status: present
- description: Folk and acoustic music fans seeking hidden gem songs, covers, and recommendations for artists like Paolo Nutini and Ben Howard
- roles: consumer
- seniority: consumer
- pain_points: Difficulty discovering underrated folk/acoustic tracks and new artists, Missing updates on live sessions, covers, or comebacks from favorite musicians, Wanting easy access to specific song recommendations and TikTok music trends
- 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: 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_hiddengems89#bddff091] #paolonutini #newmusic #folk (https://www.tiktok.com/@hiddengems89)
- [tiktok_hiddengems89#406b8f94] Joy and Despair
- [tiktok_hiddengems89#afc75c96] It is a becoming a big trend on TikTok now! Click here: paolonutini
- [tiktok_hiddengems89#6cd92869] Check out HiddenGems’s video! #TikTok >
- [tiktok_hiddengems89#561d53a8] #benhoward #newmusic #folk #livemusic #hiddengems
- [tiktok_hiddengems89#f95a8562] original sound - hiddengems89
- [tiktok_hiddengems89#79b70a2e] #benhoward #folk #livemusic #hiddengems
- [tiktok_hiddengems89#21290f7a] A song to make you think of your partner #folk #hiddengems #folkmusic

## 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=70, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=70, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=70, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=70, 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=70, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=89, 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=70, 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=89, 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=89, method=platform_profile

## Freshness
- profile_checked_days_ago: 89
- content_analysed_days_ago: 70
- audience_updated_days_ago: 70

## AI retrieval
- indexing_requests: 9
- 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_hiddengems89
- Request removal: https://koinonlink.com/claim?k=tiktok_hiddengems89
- Terms: https://koinonlink.com/for-ai