# Bezdelnik369 (@bezdelnik369) on x

- id: koinon:creator:x_bezdelnik369
- url: https://koinonlink.com/kol/x/bezdelnik369
- schema_version: 1.4

## Identity
- platform: x
- handle: bezdelnik369
- platform_url: https://twitter.com/bezdelnik369
- website: https://iambezdelnik.mssg.me/
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1377
- following: 351
- posts_total: 3305
- posts_observed: 6
- posts_per_day: 1.696
- account_age_days: 1949
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0029
- best_post_interactions: 4
- 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: AI-powered trading bots and review layers, Memecoin alpha and on-chain plays, Crypto market mental resilience, Automations for daily trading edges, Polymarket and market predictions
- bio: @bezdelnikalpha @radar15terminal
I let AI hunt trading edges: memecoins,polymarket,market plays. Alpha + automations daily

## Audience (inferred)
- status: present
- description: Crypto traders focused on memecoins and Polymarket who use or build AI automations for finding trading edges
- roles: automation
- seniority: practitioner
- pain_points: Missing critical review layers in trading bots that lead to bad decisions, Psychological drain and loss of patience during prolonged bear markets and shakeouts, Repeatedly missing early memecoin entries and alpha opportunities
- posts_analysed: 7
- confidence: 0.4

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

## Quality signals
- authenticity_score: 63
- authenticity_basis: engagement_observed
- credibility_score: 63
- flagged_for_review: false
- koinon_bd_grade: A — 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_bezdelnik369#2299c91f] The review layer nobody builds Almost every trading bot ever built is missing the same layer. The one that runs at 23:00 and asks the language model: "which of my rules were wrong today, and which signal has quietly stopped working?" (https://twitter.com/bezdelnik369)
- [x_bezdelnik369#71000c4a] https://t.co/P3qnvZ6w5W
- [x_bezdelnik369#a823ba83] https://t.co/WjFr1My2JQ
- [x_bezdelnik369#04f235e8] Crypto will destroy your mental peace, wealth, Dreams and hopes. The bear market will test your patience every single day, and shakeouts will push you to give up. But if you survive a few more months, market will bottom and new bull market will start. You will make life changing 
- [x_bezdelnik369#4c7fec4f] ehhehe it was again base:0xb2000000000000000000007bf6d5cbb0e24cb301 already missed the second race https://t.co/iJXOihAnMv
- [x_bezdelnik369#49d83d8b] 3m $BRIAN HUGEE 0xb2000000000000000000007bf6d5cbb0e24cb301 https://t.co/2wyRDAxQM5 https://t.co/tuMQ8FDQPV
- [x_bezdelnik369#c316fd67] wow $BRIAN l

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, 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=110, 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=110, 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=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

## 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_bezdelnik369
- Request removal: https://koinonlink.com/claim?k=x_bezdelnik369
- Terms: https://koinonlink.com/for-ai