# Chris Cobb (@chriscobb_chosen) on tiktok

- id: koinon:creator:tiktok_chriscobb_chosen
- url: https://koinonlink.com/kol/tiktok/chriscobb_chosen
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: chriscobb_chosen
- platform_url: https://www.tiktok.com/@chriscobb_chosen
- website: https://www.skool.com/chris-cobb-edu-2947
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 468957
- following: 43
- posts_observed: 1
- verified: false
- size_tier: kol

## 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: finance
- subcategory: personal_fin
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Debt freedom and credit card strategies, Personal finance and financial literacy, Beginner investing (S&P 500, ETFs), High-yield savings accounts, Car insurance and real estate basics
- bio: 💰 $100k in debt → debt free in under 2 years
📖 Helping normal adults understand money
📩 Partnerships: [contact removed]
👇 Join Wealth Made Simple

## Audience (inferred)
- status: present
- description: Normal adults focused on personal finance, debt payoff, and beginner investing
- roles: consumer
- seniority: learner
- pain_points: High credit card debt and interest costs, Confusion over insurance, savings rates, and basic investing options, Difficulty finding simple, low-risk ways to grow money, Uncertainty about real estate or becoming their own bank
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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_chriscobb_chosen#341bc6f2] Replying to @vincentcantara0 How Car Insurance works in 60 seconds #carinsurance #carinsurancetips #carinsuranceagent (https://www.tiktok.com/@chriscobb_chosen)
- [tiktok_chriscobb_chosen#da4a9701] original sound - chriscobb_chosen
- [tiktok_chriscobb_chosen#4390c66c] It is a becoming a big trend on TikTok now! Click here: carinsurance
- [tiktok_chriscobb_chosen#aa979196] Check out Chris Cobb’s video! #TikTok >
- [tiktok_chriscobb_chosen#6b7e645e] Search:
- [tiktok_chriscobb_chosen#863ce029] how insurance works
- [tiktok_chriscobb_chosen#7cf0dcb5] How Real Estate works #realestate #realestateinvesting #realestatehouston #realestatetiktok
- [tiktok_chriscobb_chosen#6575cfd4] Learn about making informed financial decisions

## 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=60, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=60, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=60, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=60, 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=60, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=60, 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=60, 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=60, 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=60, method=platform_profile

## Freshness
- profile_checked_days_ago: 60
- content_analysed_days_ago: 60
- audience_updated_days_ago: 60

## AI retrieval
- indexing_requests: 11
- 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_chriscobb_chosen
- Request removal: https://koinonlink.com/claim?k=tiktok_chriscobb_chosen
- Terms: https://koinonlink.com/for-ai