# Cly-X (@CVosTalkerman) on x

- id: koinon:creator:x_cvostalkerman
- url: https://koinonlink.com/kol/x/CVosTalkerman
- schema_version: 1.4

## Identity
- platform: x
- handle: CVosTalkerman
- platform_url: https://twitter.com/CVosTalkerman
- website: https://x.com/i/communities/2018668722387563000
- country: Canada
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1199
- following: 2213
- posts_total: 14459
- posts_observed: 6
- posts_per_day: 5.21
- account_age_days: 2775
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00083
- best_post_interactions: 1
- 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: 0.85
- category_source: derived_from_recent_content
- topics: EkstraAi project promotion, AI-driven business profit optimization, Robotics and AI applications, Solana token launches
- bio: Enthusiastic about 📈 🌟 what can earn my income, 🚀 what adds Financial & Personal Value and Growth!  (Posts are not Financial Advice)

## Audience (inferred)
- status: present
- description: Crypto enthusiasts and AI project followers interested in Solana tokens and business optimization tools
- roles: none
- seniority: consumer
- pain_points: Spotting real AI projects amid hype, Finding onchain business use cases for crypto, Identifying income-generating opportunities in emerging tech
- posts_analysed: 3
- 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: 49
- authenticity_basis: engagement_observed
- credibility_score: 49
- 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_cvostalkerman#cfb63fa8] @boardyai @andrewdsouza Step 1 - enable businesses to optimize and see what they are missing to increase profit! Step 2 - All things robotics that move! @EkstraAi is delivering a sense of the real time environment... Like Prometheus and fire! solana:HMGi31oKgTc2pFvUvrFM5Qm12s5XEG (https://twitter.com/CVosTalkerman/status/2072427911295156426)
- [x_cvostalkerman#c52c3dd4] Tucked in the 13th place.... @EkstraAi as a "notable" AI project! solana:HMGi31oKgTc2pFvUvrFM5Qm12s5XEGkoPTNiN35ppump Substance before hype... @EkstraAi has been working in the back ground building the fundamentals and base product! August 1st - solana:HMGi31oKgTc2pFvUvrFM5Qm12s5
- [x_cvostalkerman#5cc17546] PoP, Proof of Perception: @EkstraAi first is getting transactions onchain through businesses: Public access launching soon... What comes next will be evolutionary for robotics: how they sense the world will change! Put it bl

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, 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=80, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 80
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 10
- 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_cvostalkerman
- Request removal: https://koinonlink.com/claim?k=x_cvostalkerman
- Terms: https://koinonlink.com/for-ai