# Justin David Carl | Fitness, Money & Life Coach (@justindavidcarl) on threads

- id: koinon:creator:threads_justindavidcarl
- url: https://koinonlink.com/kol/threads/justindavidcarl
- schema_version: 1.4

## Identity
- platform: threads
- handle: justindavidcarl
- platform_url: https://www.threads.net/@justindavidcarl
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 134988
- posts_observed: 1
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00598
- best_post_interactions: 807
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: 0.9
- category_source: derived_from_recent_content
- topics: Personal finance transformation, Self-mastery and mindset shift, Fitness and body transformation, Overcoming victim mentality, Consumer behavior and lifestyle choices
- bio: $80K in Debt → Multi-Millionaire $3.5M | Fit Rich Life
Posts & Podcast to Master Fitness, Money & Life
(↓) Money Guide, Podcast, Newsletter & more

## Audience (inferred)
- status: present
- description: Individuals struggling with personal finance and self-improvement, especially those feeling stuck in debt, poor health, or low self-worth
- roles: general_ai
- seniority: learner
- pain_points: Feeling trapped by debt and financial instability, Struggling with self-discipline and motivation to change life habits, Feeling insecure about appearance and body image, Being influenced by social comparison and consumerism
- posts_analysed: 3
- confidence: 0.4

## 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: 99
- authenticity_basis: engagement_observed
- credibility_score: 99
- 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
- [threads_justindavidcarl#6ba0cd7e] At 30, I was: - $80,000 in debt (ruined credit, behind on taxes) - Living paycheck to paycheck (dead-end career) - 30 lbs overweight (hated my body) At 43, I am: - $3.3M net worth (work is optional) - Working part-time doing what I love - 8-10% body fat year-round for 10+ years I (https://www.threads.com/@justindavidcarl/post/DXJ3jTmlE42)
- [threads_justindavidcarl#e547582e] Are you playing the victim, the villain, or the hero in the story of your life?
- [threads_justindavidcarl#00d73be7] Things keeping people BROKE & POOR: - buying or renting more housing than you can truly afford - succumbing to the desire to impress other people - having a luxury car w/ a negative net worth - saying “I work hard, I deserve nice things” - hating rich people (because they’re rich

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=123, 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=0.5, freshness_days=78, 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=123, 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=123, method=platform_profile

## Freshness
- profile_checked_days_ago: 123
- content_analysed_days_ago: 78
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 13
- 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=threads_justindavidcarl
- Request removal: https://koinonlink.com/claim?k=threads_justindavidcarl
- Terms: https://koinonlink.com/for-ai