# Koroush AK (@KoroushAK) on x

- id: koinon:creator:x_koroushak
- url: https://koinonlink.com/kol/x/KoroushAK
- schema_version: 1.4

## Identity
- platform: x
- handle: KoroushAK
- platform_url: https://twitter.com/KoroushAK
- website: https://go.koroushak.io/TG
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 378741
- following: 900
- posts_total: 26275
- posts_observed: 2
- posts_per_day: 5.337
- account_age_days: 4923
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00035
- best_post_interactions: 134
- 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: investing
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Momentum vs mean reversion trading bets, Drawing support and resistance levels, Building consistency before chasing profitability, Systems for finding high probability trades, Proper use of leverage and position sizing
- bio: Crypto Trader for 9 Years | Traders: Get your 2026 free trading journal ↓

## Audience (inferred)
- status: present
- description: Retail crypto traders, mostly individual practitioners looking to improve technical analysis, consistency, and risk management in trading
- roles: none
- seniority: practitioner
- pain_points: Struggling to define clear support/resistance levels that work consistently, Focusing on profits instead of repeatable processes leading to inconsistent results, Lacking a reliable system to identify high-probability trade setups, Misusing leverage and position sizing which increases risk of losses
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 65
- authenticity_basis: engagement_observed
- credibility_score: 100
- 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_koroushak#2e0df7a8] There are only two bets you can make when trading. (1) Momentum: bets on trend continuation (2) Mean reversion: bets on trend reversal. Define the bet your strategy makes. Then build your rules around that bet. https://t.co/mpEF4FiWA7 (https://twitter.com/KoroushAK/status/2072308103417323585)
- [x_koroushak#d8541bd0] https://t.co/nMDXCeZA09
- [x_koroushak#ec183201] I've traded for 9 years, and this is how I draw Support and Resistance levels to consistently make money↓ https://t.co/vwRecxW2al
- [x_koroushak#20268abc] Consistency comes before profitability. Most traders focus on profits. But doing ONE thing, many times and improving based on the results… IS the fastest route to profitability.
- [x_koroushak#05ed5058] I've traded for 9 years and this is how the top 1% stay profitable↓
- [x_koroushak#c9c5ce48] If you don't have a system to find high probability trades, read this↓
- [x_koroushak#eafdee9d] https://t.co/RTdsG2gzol
- [x_koroushak#ed1afdc7] -Trader A opens a long with a position size of $10,000 using 10x leverage -Trader B opens long with a position size of $10,000 using 5x leverage Bitcoin g

## 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=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=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=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: 77
- audience_updated_days_ago: 77

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