# vibeman (@vibeman_0) on x

- id: koinon:creator:x_vibeman_0
- url: https://koinonlink.com/kol/x/vibeman_0
- schema_version: 1.4

## Identity
- platform: x
- handle: vibeman_0
- platform_url: https://twitter.com/vibeman_0
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2429
- following: 902
- posts_total: 89763
- posts_observed: 3
- posts_per_day: 71.753
- account_age_days: 1251
- verified: true
- size_tier: nano

## 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: crypto
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: prediction markets (Polymarket, Kalshi, Duelduck), meme coin launches and Uniswap pools, Twitter/X personnel changes and drama, AI tool complaints and alternatives, personal betting/profit predictions
- bio: learnt new things | ghostwriter

## Audience (inferred)
- status: present
- description: Twitter crypto degens and casual traders following prediction markets, meme coins, and tech drama
- roles: none
- seniority: consumer
- pain_points: missing early alpha on new prediction markets or token launches, losing money on hype-driven crypto plays like pumpfun clones, keeping up with fast-moving Twitter/X product and crypto news
- posts_analysed: 6
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 57
- authenticity_basis: profile_shape_only
- credibility_score: 57
- 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
- [x_vibeman_0#6021fabf] people are really sleeping on this to create a market on : polymarket -> only crypto kalshi -> same duelduck -> crypto + duelduck points you earn them through referrals and then use them to create duels that's how you turn users into contributors instead of just traders the tech  (https://twitter.com/vibeman_0/status/2067692243691970947)
- [x_vibeman_0#42be2a51] never using any ai again gpt, claude NON https://t.co/R2aSeo0hqw
- [x_vibeman_0#cd9219c1] these three things will happen on august 8th > my goat cristiano ronaldo will get married > ishowspeed will attend the wedding > i'll make $125 profits from $10 talk soon. https://t.co/dZu1I9qiRh
- [x_vibeman_0#db288474] "nikitabier just stepped down as the head of product on 𝕏" will you miss him? me and 100 others: https://t.co/4C2U9qLziF
- [x_vibeman_0#1386d63e] pumpfun ❌️ stonkfun ❌️ frogfun (poolsdotrade uniswap) ✅️ a new flashy way to lose money is about to go live
- [x_vibeman_0#e1a285c0] something new to add to your knowledge bank bookmark for future purpose incase you EVER b

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, 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=0.25, freshness_days=77, 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: 77
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 12
- 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_vibeman_0
- Request removal: https://koinonlink.com/claim?k=x_vibeman_0
- Terms: https://koinonlink.com/for-ai