# Jack Duval🌊 (@jackduval) on x

- id: koinon:creator:x_jackduval
- url: https://koinonlink.com/kol/x/jackduval
- schema_version: 1.4

## Identity
- platform: x
- handle: jackduval
- platform_url: https://twitter.com/jackduval
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 42751
- following: 244
- posts_total: 6584
- posts_observed: 1
- posts_per_day: 4.582
- account_age_days: 1437
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00054
- best_post_interactions: 23
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- 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: crypto
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: meme coin trading and convictions, pump.fun and tiktok coin, gym and personal transformation, crypto community criticism

## Audience (inferred)
- status: present
- description: crypto meme coin traders and degens on X discussing pumps, fomo, and community drama
- roles: none
- seniority: consumer
- pain_points: missing early entries on meme coins that later pump hard, dealing with engagement farmers and washed accounts in crypto spaces, balancing personal fitness goals amid chaotic online timelines
- posts_analysed: 4
- confidence: 0.4

## 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: 75
- authenticity_basis: engagement_observed
- credibility_score: 90
- 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
- [x_jackduval#c5b77b41] wow truly one of my biggest convictions holds right now obvious in hindsight moment soon https://t.co/aTeIvkjVbD (https://twitter.com/jackduval/status/2069523113503781072)
- [x_jackduval#08ccb1d1] day 1 gym arc i tried to remain chud, but it's getting a lil too reckless on the tl u aren't ready for how powerful i'll be at chad again
- [x_jackduval#1426c3fe] btw i'm not forgetting about tiktok coin either i said from the jump both on pump and fomo that someone else needs to step up and run it properly but also fuck all u retards trynna spin a narra about me as if all u aren't in my dms begging me to buy your coins so i might just run
- [x_jackduval#cbc9f174] a lot of grave dancing from a lot of washed retards in this space for the people that engagement farm of

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, 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=121, 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=121, 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=121, method=platform_profile

## Freshness
- profile_checked_days_ago: 121
- content_analysed_days_ago: 78
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 14
- 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=x_jackduval
- Request removal: https://koinonlink.com/claim?k=x_jackduval
- Terms: https://koinonlink.com/for-ai