# RS (@WithRitesh) on x

- id: koinon:creator:x_withritesh
- url: https://koinonlink.com/kol/x/WithRitesh
- schema_version: 1.4

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

## Reach
- followers: 5964
- following: 1157
- posts_total: 19228
- posts_observed: 1
- posts_per_day: 3.091
- account_age_days: 6221
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00034
- best_post_interactions: 2
- 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: Indian stock market performance, Company earnings and VNB results, Telecom tariff hikes, Government economic policies and OFS
- bio: Full Time Trader. Stocks | Economy. Modi + Yogi era. Past: Bank of America. Select Posts in Highlights!

## Audience (inferred)
- status: present
- description: Indian retail investors and individual stock traders following market news, company results and economy updates
- roles: consumer
- seniority: consumer
- pain_points: Missing multi-bagger stock runs like Laurus Labs, Uncertainty around policy-driven price hikes in telecom, Interpreting better-than-expected earnings and margins, Tracking government OFS and disinvestment execution
- posts_analysed: 5
- 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: 58
- authenticity_basis: engagement_observed
- credibility_score: 73
- 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_withritesh#74b210c3] Today morning! 🦚🌧️ https://t.co/w9RStamLMT (https://twitter.com/WithRitesh/status/2072930308350247126)
- [x_withritesh#25082910] Not a question of "IF", but "WHEN"? Reliance Jio and Bharti Airtel to increase mobile plan prices by 12% to 15% within the next 3 to 4 months. (Centrum report)
- [x_withritesh#a1a9edaf] Blockbuster VNB numbers by LIC India VNB At ₹3,136 Cr Vs CNBC-TV18 Poll Of ₹2,638 Cr VNB Margin At 22.9% Vs CNBC-TV18 Poll Of 17.8% Massive margin improvement of 750 bps. Revenue: 1,27,623 Cr vs 1,19,618 Cr (+6.69% YoY | -24.42% QoQ) PAT: 13,584 Cr vs 10,957 Cr (+23.98% YoY | -42
- [x_withritesh#dac02a4c] What a run in Laurus Labs! Tripled in just about a year.
- [x_withritesh#59413359] Amazing execution by @SecyDIPAM and @FinMinIndia on LIC India OFS. 👏 The OFS was a closely guarded secr

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=77, 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=112, 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=112, 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=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 11
- 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_withritesh
- Request removal: https://koinonlink.com/claim?k=x_withritesh
- Terms: https://koinonlink.com/for-ai