# ToraX (@torax_fi) on x

- id: koinon:creator:x_torax_fi
- url: https://koinonlink.com/kol/x/torax_fi
- schema_version: 1.4

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

## Reach
- followers: 38071
- following: 245
- posts_total: 10301
- posts_observed: 3
- posts_per_day: 13.977
- account_age_days: 737
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00045
- best_post_interactions: 17
- 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: 0.95
- category_source: derived_from_recent_content
- topics: AI-driven investment trends, Post-hype market rotation in crypto/Web3, Revenue-focused sector shifts, Investment strategy after crypto losses, iGaming as a research and growth frontier
- bio: Lost everything in crypto. Made $180K with AI.

## Audience (inferred)
- status: present
- description: Crypto investors and early-stage Web3 founders who lost money in crypto and are now looking for next-gen opportunities in AI and real-product-driven sectors
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to find sustainable investment opportunities after losing money in speculative crypto plays, Frustrated by hype-driven tokens with no real revenue or product fundamentals, Uncertain about where to allocate capital as market sentiment shifts from attention-based plays to revenue-generating se
- posts_analysed: 6
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 46
- authenticity_basis: engagement_observed
- credibility_score: 81
- 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_torax_fi#8e30e68c] Something interesting happened over the past two weeks - X quietly turned into a serious research hub for iGaming (https://twitter.com/torax_fi/status/2038360625173373336)
- [x_torax_fi#ae73363e] March 2026 looks like the inflection point
- [x_torax_fi#f625bcc0] Capital is rotating away from pure attention plays and moving toward sectors with real revenue
- [x_torax_fi#96941951] And the shift is already underway
- [x_torax_fi#ff1985cc] So what changed?
- [x_torax_fi#e84e30a4] - Hype fatigue - the market is exhausted from tokens without working products, fundamentals

## 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=79, 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=79, 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=79, 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: 79
- 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_torax_fi
- Request removal: https://koinonlink.com/claim?k=x_torax_fi
- Terms: https://koinonlink.com/for-ai