# Daniel Kogan (@sprayxdCS) on x

- id: koinon:creator:x_sprayxdcs
- url: https://koinonlink.com/kol/x/sprayxdCS
- schema_version: 1.4

## Identity
- platform: x
- handle: sprayxdCS
- platform_url: https://twitter.com/sprayxdCS
- website: https://linktr.ee/sprayxd
- country: IL
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4085
- following: 996
- posts_total: 14493
- posts_observed: 5
- posts_per_day: 3.138
- account_age_days: 4619
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.02399
- best_post_interactions: 98
- 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: gaming
- subcategory: esports
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: CS2 pro scene analysis and predictions, FACEIT competitive play, Coaching tips and strategies, Team roster discussions
- bio: Professional CS2 Coach for ?  🇮🇱
📧 [contact removed]

## Audience (inferred)
- status: present
- description: CS2 competitive players on FACEIT and esports fans following the pro scene
- roles: consumer
- seniority: consumer
- pain_points: Finding reliable duo partners on FACEIT, Improving smoke usage and in-game decision making, Keeping up with pro roster changes and player form
- posts_analysed: 6
- 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: 75
- authenticity_basis: engagement_observed
- credibility_score: 75
- 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_sprayxdcs#695bb2a2] I was outmatched last season on faceit, any1 lf duo for this one? (https://twitter.com/sprayxdCS/status/2020116415533961444)
- [x_sprayxdcs#0e725224] You got smoked off palace? want to surprise your enemies? I got you 👇 I see a lot of players on FACEIT just sitting behind the smoke or going out randomly. Here is a way to clear 2 angles at once and edge the smoke for some free kills! https://t.co/oDC3nphNgZ
- [x_sprayxdcs#218f04e5] jL stonks will go up after the vitality stint, watch. he is going to be picked up in the next off season.
- [x_sprayxdcs#dde2e035] There is absolutely 0 chance that Vitality will make a roster change this year. I don't expect them to win as many trophies with 2 different players having kids this season tho. I really hope jL doesn't become a glorified stand-in tho, he deserves a team
- [x_sprayxdcs#40653f74] You good bro? @PRcsgoo 😅 Huge congrats to @mousesports tho, they played an insane final! deserved https://t.co/nGTd1qNfFs
- [x_sprayxdcs#26607ee5] donk really needs to wake up for Spirit to have a chance here, idk what it is

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