# The Bullion Duster (@VJLvEekhout) on x

- id: koinon:creator:x_vjlveekhout
- url: https://koinonlink.com/kol/x/VJLvEekhout
- schema_version: 1.4

## Identity
- platform: x
- handle: VJLvEekhout
- platform_url: https://twitter.com/VJLvEekhout
- website: http://www.unicornfartdust.com
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1619
- following: 2471
- posts_total: 47440
- posts_observed: 1
- posts_per_day: 7.377
- account_age_days: 6431
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00741
- best_post_interactions: 12
- 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: 0.8
- category_source: derived_from_recent_content
- bio: Silver and Gold macro insights | Stock & Crypto markets & investing strategies | Building $UFD community with honest analysis | https://t.co/jrD3XTZr8z

## Audience (inferred)
- status: present
- description: Crypto retail investors and small $UFD token community members interested in precious metals macro and market strategies
- roles: none
- seniority: practitioner
- 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: 54
- authenticity_basis: engagement_observed
- credibility_score: 54
- 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_vjlveekhout#7cba320a] Today I visited Ulm and discovered something unexpected. Hidden among the incredible Gothic details of Ulm Cathedral are unicorns—a reminder that this legendary symbol has inspired people for centuries. Long before crypto, long before memes, the unicorn represented hope, purity,  (https://twitter.com/VJLvEekhout/status/2065400095160357028)
- [x_vjlveekhout#c7e79ec5] Horns-Up $UFD from Cathedral of Ulm in Germany 🇩🇪 https://t.co/RhCUTdOBk5
- [x_vjlveekhout#4adba652] GM $UFD DAY 593 Diamond is proof that time and pressure can create brilliance. What begins unseen can become something that captures light from every angle. Tomorrow, the journey discovers beauty that grows one crystal at a time. 🦄💨✨ #goodattractsgood https://t.co/eXcPOQBHym
- [x_vjlveekhout#7d0be9b0] Building an enduring movement requires shifting from top-down control to total community empowerment. By uniting passionate individuals around a clear narrative, structured culture, and co-

## 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=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=119, 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=80, 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=119, 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=119, method=platform_profile

## Freshness
- profile_checked_days_ago: 119
- content_analysed_days_ago: 80
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 9
- 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_vjlveekhout
- Request removal: https://koinonlink.com/claim?k=x_vjlveekhout
- Terms: https://koinonlink.com/for-ai