# finance clips (@financeclips__1) on tiktok

- id: koinon:creator:tiktok_financeclips__1
- url: https://koinonlink.com/kol/tiktok/financeclips__1
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: financeclips__1
- platform_url: https://www.tiktok.com/@financeclips__1
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 12045
- following: 9
- 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: news_media
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: Financial Audit show clips, Debt and money problems, Relationship drama mixed with finances, Gambling and spending mistakes, Viral personal finance debates
- bio: fan page

## Audience (inferred)
- status: present
- description: TikTok users watching viral clips from Caleb Hammer's Financial Audit show, mainly young adults drawn to debt, relationship drama, and money-fail entertainment
- roles: consumer
- seniority: consumer
- pain_points: Hiding debt or financial secrets from partners, Relationship conflicts triggered by money issues and trust, Impulsive spending, gambling losses, or credit card debt, Feeling judged or overwhelmed by personal finance mistakes
- 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_financeclips__1#3b7829c5] Can You Have $85 Nails and Still Need EBT? #EBT #PersonalFinance  #MoneyDebate #EconomicPolicy (https://www.tiktok.com/@financeclips__1)
- [tiktok_financeclips__1#49e4b775] original sound - financeclips__1
- [tiktok_financeclips__1#8e682cc9] It is a becoming a big trend on TikTok now! Click here: ebt
- [tiktok_financeclips__1#0642e34e] Check out finance clips’s video! #TikTok >
- [tiktok_financeclips__1#f9f61dc4] SHE CALLED AMERICA MISOGYNISTIC😱the caleb asked this .. #FinancialAudit #Workplace #Hiring #MISOGYNISTIC
- [tiktok_financeclips__1#36a0bae8] A housework admission turns into a second-DUI reveal, a family warning she had already witnessed, and another offense after probation. #FinancialAudit #DUI #Accountability#AddictionRecovery #Consequences
- [tiktok_financeclips__1#5e1a67da] He Tried to Unsubscribe From the IRS #IRS #Taxes #PublicPolicy #PersonalFinance #PodcastClips
- [tiktok_financeclips__1#c50d565d] The incentive sounds helpful until the audit exposes what consolidation would and would not change. #DebtConsolidation #CreditCardDebt #AmazonSpending

## 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=71, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=71, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=71, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=71, 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=71, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=71, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 71
- audience_updated_days_ago: 71

## AI retrieval
- indexing_requests: 6
- 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_financeclips__1
- Request removal: https://koinonlink.com/claim?k=tiktok_financeclips__1
- Terms: https://koinonlink.com/for-ai