# Pankaj Jain SEBI RESEARCH ANALYST (@EyeOn_Trade) on x

- id: koinon:creator:x_eyeon_trade
- url: https://koinonlink.com/kol/x/EyeOn_Trade
- schema_version: 1.4

## Identity
- platform: x
- handle: EyeOn_Trade
- platform_url: https://twitter.com/EyeOn_Trade
- website: http://www.eyeontrade.com
- country: India
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 20906
- following: 1
- posts_total: 69405
- posts_observed: 4
- posts_per_day: 37.885
- account_age_days: 1832
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00335
- best_post_interactions: 70
- 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: market psychology, equity market structure changes, long-term investment indicators, Indian stock market dynamics, research-based trading
- bio: SEBI RESEARCH ANALYST (INH000021386) |12+ years in Equity Research | Lifelong Learner |I help only smart, like-minded people.

## Audience (inferred)
- status: present
- description: Indian equity investors and retail traders with intermediate to advanced knowledge, focused on market psychology and long-term research-driven strategies
- roles: ads
- seniority: practitioner
- pain_points: Struggling to distinguish between real market trends and temporary hype during bull markets, Finding it hard to adapt trading behavior when market structure changes (e.g., trading hours), Lacking reliable, long-term indicators to guide investment decisions
- posts_analysed: 3
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- 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: 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_eyeon_trade#858232bc] Bull Market में कचरा भी सोने के भाव बिकता है। Bear Market में सोना भी कबाड़ के भाव बिकने लगता है। (https://twitter.com/EyeOn_Trade/status/2058017704976736671)
- [x_eyeon_trade#1816877c] बाज़ार बदलता है, लेकिन उसका स्वभाव नहीं। जब 2009 में भारतीय शेयर बाज़ार के ट्रेडिंग समय में बदलाव हुआ था, तब शुरुआती दिनों में काफी भ्रम और अतिरिक्त वोलैटिलिटी देखने को मिली थी। नए नियमों को समझने और अपनाने में समय लगा था। आज 2026 में Closing Auction Session (CAS) लागू होने के बा
- [x_eyeon_trade#4983ee3b] AEX #Netherlands दुनिया का शायद पहला ऐसा Indicator... जिसे हमने 10–12 वर्षों की गह

## 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=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=115, 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=115, 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=115, method=platform_profile

## Freshness
- profile_checked_days_ago: 115
- content_analysed_days_ago: 77
- audience_updated_days_ago: 20

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