# Nicolas (@Superioresearch) on x

- id: koinon:creator:x_superioresearch
- url: https://koinonlink.com/kol/x/Superioresearch
- schema_version: 1.4

## Identity
- platform: x
- handle: Superioresearch
- platform_url: https://twitter.com/Superioresearch
- website: https://substack.com/@superioresearch
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2346
- following: 175
- posts_total: 1094
- posts_observed: 3
- posts_per_day: 0.667
- account_age_days: 1639
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00639
- best_post_interactions: 15
- 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: Momentum trading in small-cap tech stocks, Leveraged trading strategies, Stock watchlist sharing, Profit-taking decision-making, Short-term speculative investing, Market sentiment and reversal signals
- bio: My edge is research. Finding where capital will flow to next.

## Audience (inferred)
- status: present
- description: Retail investors and day traders focused on speculative tech and crypto stocks, especially those tracking momentum plays and leveraged positions
- roles: ads
- seniority: practitioner
- pain_points: Struggling to identify high-potential entry points in volatile stocks, Failing to time exits properly and lock in profits, Lacking confidence in managing leveraged positions due to high risk, Overwhelmed by information noise and unclear signals in fast-moving markets
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.4
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 75
- authenticity_basis: engagement_observed
- credibility_score: 75
- 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_superioresearch#4ffd5cbb] We were indeed not screwed All love by the way @kevinxu 😂 Looking forward to the next (https://twitter.com/Superioresearch/status/2043731266365690119)
- [x_superioresearch#7d2a03b5] They crushed $PENG Happy to comfortably add to this position
- [x_superioresearch#1beb6d96] We’re screwed
- [x_superioresearch#08711898] Current stock watchlist for entries and some that I’m already in: $HIMX $CCXI $FIVN $PENG $FCEL $RDDT
- [x_superioresearch#6ca37a76] Good morning An update: Just started a new job that has taken up a majority of my time the last few weeks but now that I’ve settled in, looking forward to making time to post more Thank you for all the sincere DMs checking up, I really appreciate it Everything is good healthwise 
- [x_superioresearch#78f50491] $ZETA Select software looking to get a bid today Is this the start of the reversal? https://t.co/VwU4xkn7yP
- [x_superioresearch#aeef98f3] ✅ Your choice on profit taking from here. Nailed this!
- [x_superioresearch#145be5ca] Trade idea: 2-3% of port in 2x levered $FIG $FIGG I think

## 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=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=110, 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=110, 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=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 80
- 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_superioresearch
- Request removal: https://koinonlink.com/claim?k=x_superioresearch
- Terms: https://koinonlink.com/for-ai