# officialjustinsheriff (@officialjustinsheriff) on tiktok

- id: koinon:creator:tiktok_officialjustinsheriff
- url: https://koinonlink.com/kol/tiktok/officialjustinsheriff
- schema_version: 1.4

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

## Reach
- followers: 42775
- following: 521
- 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: 0.9
- category_source: derived_from_recent_content
- topics: Free audio plugins, Mixing tips and tricks, Logic Pro workflows, Music production techniques, Audio engineering tools
- bio: Berklee Professor / Audio Engineer
RIAA Platinum 💿

## Audience (inferred)
- status: present
- description: Music producers, audio engineers and home studio users hunting for free plugins and mixing tricks
- roles: content
- seniority: practitioner
- pain_points: Finding reliable free plugins that actually sound good, Learning practical mixing techniques without expensive gear or courses, Improving mixes quickly in Logic Pro or similar DAWs, Keeping up with useful production tools on a budget
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 52
- authenticity_basis: profile_shape_only
- credibility_score: 52
- flagged_for_review: false
- koinon_bd_grade: B — 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_officialjustinsheriff#e13306e8] Download my Logic Pro Shortcuts Quiz app for free! #logicpro #logicprox #musicproducer #audioengineer #producertips (https://www.tiktok.com/@officialjustinsheriff)
- [tiktok_officialjustinsheriff#b0b74888] vlog. TikTok. Chill hop.(1245459)
- [tiktok_officialjustinsheriff#f5588947] It is a becoming a big trend on TikTok now! Click here: logicpro
- [tiktok_officialjustinsheriff#a85f52f1] Check out officialjustinsheriff’s video! #TikTok >
- [tiktok_officialjustinsheriff#f15e760f] Pretty cool job #musician #mixing #audioengineer #production #recording #studio #producer
- [tiktok_officialjustinsheriff#0f36ce8a] original sound - officialjustinsheriff
- [tiktok_officialjustinsheriff#bbbdf725] Free track spacer type audio plugin you need! #Musicproducer #audioengineer #producer #mixingtips #musicproductiontips
- [tiktok_officialjustinsheriff#dba2f6e4] Back Home

## 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=56, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=56, 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=56, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=56, 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=56, 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=56, 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=56, method=platform_profile

## Freshness
- profile_checked_days_ago: 56
- content_analysed_days_ago: 56
- audience_updated_days_ago: 56

## 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_officialjustinsheriff
- Request removal: https://koinonlink.com/claim?k=tiktok_officialjustinsheriff
- Terms: https://koinonlink.com/for-ai