# Shelbyceo ⭕️ 👑 🗝️ ⚖️🦈 (@shelbyceo) on tiktok

- id: koinon:creator:tiktok_shelbyceo
- url: https://koinonlink.com/kol/tiktok/shelbyceo
- schema_version: 1.4

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

## Reach
- followers: 14623
- following: 2005
- 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: martech
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: TikTok algorithm and view optimization, Platform features (AutoCut, Layout Tool, Voice Calls), LIVE hosting and events, Creator tools and settings tutorials, Free training sessions for TikTok growth

## Audience (inferred)
- status: present
- description: TikTok creators and live hosts focused on growing views, optimizing platform features, and learning quick tips
- roles: content
- seniority: practitioner
- pain_points: Low views stuck in 200-view range without clear reasons, Time wasted manually editing videos from scratch, Confusion over algorithm signals like shadowbanning vs real engagement issues, Not knowing or misconfiguring key TikTok settings (uploads, calls, audience controls)
- 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_shelbyceo#0dfa2672] Let’s go sixers !! #dreamsandnightmares #sixers #lebron #CapCut (https://www.tiktok.com/@shelbyceo)
- [tiktok_shelbyceo#0cb68965] original sound - shelbyceo
- [tiktok_shelbyceo#f2bc90f3] It is a becoming a big trend on TikTok now! Click here: dreamsandnightmares
- [tiktok_shelbyceo#96dc5c1c] Check out Shelbyceo ⭕️ 👑 🗝️ ⚖️’s video! #TikTok >
- [tiktok_shelbyceo#161b5b11] TikTok Live Fest welcome brunch Las Vegas! Was def a vibe and was a homer to be among so many great live host!!
- [tiktok_shelbyceo#a8c82fd2] Still wasting time editing every single TikTok from scratch? 👀 TikTok’s AutoCut feature can take the photos and videos you already have, put them together, and give you an edit you can build from in seconds. Pick your clips, choose a template, make a few changes, check the final

## 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=55, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=55, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=55, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=55, 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=55, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=55, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 55
- audience_updated_days_ago: 55

## AI retrieval
- indexing_requests: 12
- 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_shelbyceo
- Request removal: https://koinonlink.com/claim?k=tiktok_shelbyceo
- Terms: https://koinonlink.com/for-ai