# Vadim (@VadimStrizheus) on x

- id: koinon:creator:x_vadimstrizheus
- url: https://koinonlink.com/kol/x/VadimStrizheus
- schema_version: 1.4

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

## Reach
- followers: 33040
- following: 619
- posts_total: 17490
- posts_observed: 5
- posts_per_day: 11.971
- account_age_days: 1461
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00151
- best_post_interactions: 50
- 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: software
- subcategory: martech
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI-powered ad creative optimization, Automated scaling of winning ad creatives, AI agents for marketing automation, Cross-platform ad performance analysis, Self-acting AI media buyers, AI clipping agents for marketing
- bio: 19 | Founder of https://t.co/qRDa2sYLFR - your ai clipping agent

## Audience (inferred)
- status: present
- description: Young founders and early-stage AI product builders focused on AI-driven ad creative optimization and automation
- roles: automation
- seniority: practitioner
- pain_points: Struggling to scale winning ad creatives manually across Meta, Google, and TikTok, Lacking real-time AI agents that can analyze ad performance and act autonomously, Frustrated by the gap between creative testing and automated scaling, Overwhelmed by the complexity of managing multiple ad platforms without intelligent automation
- 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: 90
- authenticity_basis: engagement_observed
- credibility_score: 90
- 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_vadimstrizheus#a1aaefc8] This is actually insane… (https://twitter.com/VadimStrizheus/status/2067658804842439145)
- [x_vadimstrizheus#fff4f7a4] Creatify just launched its own AI Media Buyer
- [x_vadimstrizheus#0f6a7294] Creatify can now:
- [x_vadimstrizheus#dbf9c938] 1. Connect to Meta, Google, and TikTok.
- [x_vadimstrizheus#f3b3fa80] 2. Analyze the ad winners and losers.
- [x_vadimstrizheus#71d4bf87] 3. The agent acts upon creative performance.
- [x_vadimstrizheus#fb2f27a5] 4. The agent scales winning creatives so you don’t have to.
- [x_vadimstrizheus#2ba91dcf] Vibe-marketing is finally here. 👇

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=79, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 79
- audience_updated_days_ago: 20

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