# Cid Roberts | UGC for Brands (@ugcbycid) on tiktok

- id: koinon:creator:tiktok_ugcbycid
- url: https://koinonlink.com/kol/tiktok/ugcbycid
- schema_version: 1.4

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

## Reach
- followers: 70306
- following: 175
- 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: lifestyle
- subcategory: home_living
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: UGC creator tips and beginner guides, Brand product reviews and TikTok Shop promotions, AI impact on content creation, NYC lifestyle and creator hustle mindset, Grooming, home, and tech gadgets for creators
- bio: 📍NYC UGC Creator & Video Strategist
🎬 Scroll-stopping content for brands
📩 Collabs → [contact removed]
🔗 Portfolio + Rates below 👇

## Audience (inferred)
- status: present
- description: Aspiring and beginner UGC creators plus small brands seeking affordable video content
- roles: content
- seniority: practitioner
- pain_points: Breaking into paid brand deals as a new UGC creator, Competing with AI-generated content, Finding affordable tools and workflows for video production, Standing out with authentic, scroll-stopping videos
- posts_analysed: 75
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.6
- open_to_collaboration: true
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 55
- authenticity_basis: profile_shape_only
- credibility_score: 55
- 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_ugcbycid#cd50a35f] 🚨When you feel defeated, if you’re anything like me, it’s easy to fall into the “why do I bother?” Mindset. When that happens, ✋STOP WHAT YOURE DOING IMMEDIATELY, and remember this. It’s ok to be pissed. It’s ok to be afraid. It’s not ok to let those things decide that you’re no (https://www.tiktok.com/@ugcbycid)

## 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=72, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=72, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=72, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=72, 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=72, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=72, 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=72, 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=72, 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=72, method=platform_profile

## Freshness
- profile_checked_days_ago: 72
- content_analysed_days_ago: 72
- audience_updated_days_ago: 72

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