# Brandon - UGC Content Creator (@brandonkyleugc) on tiktok

- id: koinon:creator:tiktok_brandonkyleugc
- url: https://koinonlink.com/kol/tiktok/brandonkyleugc
- schema_version: 1.4

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

## Reach
- followers: 11570
- following: 40
- posts_observed: 3
- 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: ecommerce
- subcategory: ecom_ads
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: UGC hooks and scripting frameworks, Using Claude/AI as an agent for content creation, TikTok Shop product research and pitching brands, Building portfolios and handling retainers, Avoiding common UGC mistakes like over-polished videos

## Audience (inferred)
- status: present
- description: UGC creators and TikTok Shop content creators, mostly beginners to intermediate trying to land brand deals and monetize
- roles: content
- seniority: practitioner
- pain_points: Struggling to land first brand deals or build a converting portfolio, Inconsistent commissions and income drops during slow months, Spending too much time on scripting, hooks, and video ideas without results, Not knowing how to use AI tools like Claude effectively for their workflow
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.6
- 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: 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_brandonkyleugc#f18a5914] If ypu want a done for you portfolio check my bio amd learn more...but you don't need 10 videos, a website, or previous brand deals to land your first UGC client. Here's the exact 30-day path — from spec videos to signed deal. • 3 spec videos filmed on your phone is all the portf (https://www.tiktok.com/@brandonkyleugc)

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=81, 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=76, 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=81, 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=81, method=platform_profile

## Freshness
- profile_checked_days_ago: 81
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

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