# StockVerse (@StockVerseAI) on x

- id: koinon:creator:x_stockverseai
- url: https://koinonlink.com/kol/x/StockVerseAI
- schema_version: 1.4

## Identity
- platform: x
- handle: StockVerseAI
- platform_url: https://twitter.com/StockVerseAI
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2859
- following: 6185
- posts_total: 1004
- posts_observed: 2
- posts_per_day: 0.885
- account_age_days: 1135
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0035
- best_post_interactions: 10
- 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: $ZENA stock updates, Drone as a Service in oil & gas, Canadian energy sector investments, Oil price market impacts

## Audience (inferred)
- status: present
- description: Retail stock traders and investors tracking the $ZENA ticker and Canadian energy sector
- roles: none
- seniority: consumer
- pain_points: Missing timely company news on niche energy stocks, Evaluating small-cap opportunities with limited public data, Following sector-specific catalysts like oil prices and government investment
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 32
- authenticity_basis: engagement_observed
- credibility_score: 52
- flagged_for_review: false
- koinon_bd_grade: C — 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_stockverseai#cf431910] $ZENA "Our Drone as a Service business is a field services business that follows customer activity–when producers in Alberta, British Columbia, and Saskatchewan have more cash flow, they drill more wells," said Shaun Passley, Ph.D., Chairman and Chief Executive Officer of ZenaTec (https://twitter.com/StockVerseAI/status/2069087924965220775)
- [x_stockverseai#b1f1fb17] ZenaTech’s DaaS Oil and Gas Business Enters Strengthened Market With Higher Oil Prices and More Than US$500 Billion in Expected Canadian Energy Investment https://t.co/U2bl2HRPdn $zena
- [x_stockverseai#12f0e998] $ZENA
- [x_stockverseai#12f0e998] $ZENA
- [x_stockverseai#be979035] $ZENA https://t.co/zByDoAhYbA
- [x_stockverseai#8369baa3] $ZENA breaking news!
- [x_stockverseai#12f0e998] $ZENA
- [x_stockverseai#12f0e998] $ZENA

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, 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=121, 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=121, 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=121, method=platform_profile

## Freshness
- profile_checked_days_ago: 121
- content_analysed_days_ago: 80
- audience_updated_days_ago: 67

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