# Cassidy (@cassidy.ontrends) on tiktok

- id: koinon:creator:tiktok_cassidy.ontrends
- url: https://koinonlink.com/kol/tiktok/cassidy.ontrends
- schema_version: 1.3

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

## Reach
- followers: 11771
- following: 20
- posts_observed: 2
- 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
- category_confidence: 0.9
- category_source: derived_from_discovery_path
- topics: UGC side hustles, TikTok monetization, making money online for beginners, college student income ideas, digital creator lifestyle, simple side hustle tutorials
- bio: follow me on Trends social @cassidy.posts 💸

## Audience (inferred)
- status: present
- description: college students and young digital creators looking for simple, low-barrier online side hustles, especially UGC (user-generated content) work
- roles: general_ai
- seniority: learner
- pain_points: Struggling to find legitimate, easy-to-start online income opportunities, Feeling overwhelmed by complex or high-investment side hustle advice, Lacking confidence in starting a digital creator journey without experience, Not knowing where to begin with UGC or TikTok-based monetization
- posts_analysed: 28
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.4
- 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_cassidy.ontrends#7c0e5877] this is for the girls who need ugc sidehutles explained simply #sidehustles #makemoneyonline #ugc #collegestudent #digitalcreator (https://www.tiktok.com/@cassidy.ontrends)
- [tiktok_cassidy.ontrends#b702ab5b] original sound - cassidy.ontrends
- [tiktok_cassidy.ontrends#1925b0f5] It is a becoming a big trend on TikTok now! Click here: sidehustles
- [tiktok_cassidy.ontrends#6aabfac5] Check out Cassidy’s video! #TikTok >
- [tiktok_cassidy.ontrends#63996ffe] This is exactly what I would do!! #digitalcreator #sidehustles #makemoneyonline #ugc #collegestudentlife
- [tiktok_cassidy.ontrends#c79e9a5d] It honestly doesn’t get easier than this tbh 😅#digitalcreator #sidehustles #makemoneyonline #ugc #collegestudentlife
- [tiktok_cassidy.ontrends#dbda3d45] If you want to start, start now ! #digitalcreator #sidehustles #makemoneyonline #ugc #collegestudentlife
- [tiktok_cassidy.ontrends#ef6e6d88] original sound - pianorem06

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=53, 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=0, 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=53, 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=53, method=platform_profile

## Freshness
- profile_checked_days_ago: 53
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_cassidy.ontrends
- Request removal: https://koinonlink.com/claim?k=tiktok_cassidy.ontrends
- Terms: https://koinonlink.com/for-ai