# Rafsby | a KID called BEAST (@Rafsby) on x

- id: koinon:creator:x_rafsby
- url: https://koinonlink.com/kol/x/Rafsby
- schema_version: 1.4

## Identity
- platform: x
- handle: Rafsby
- platform_url: https://twitter.com/Rafsby
- website: https://www.akidcalledbeast.com
- country: Canada
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 30222
- following: 6812
- posts_total: 19758
- posts_observed: 15
- posts_per_day: 5.808
- account_age_days: 3402
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01092
- best_post_interactions: 330
- 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: software
- subcategory: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI productivity tools, Creative AI applications, AI for developers, AI experimentation and innovation, Tool curation and discovery
- bio: Building @aKIDcalledBEAST | Game Developer | AI Maxi | Animator | Music Producer | Designer | Beast ⁽(Θ Θ)⁾

## Audience (inferred)
- status: present
- description: AI tool enthusiasts and digital creators looking to boost productivity, mainly indie developers, animators, and multi-hobbyists
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to find the most effective AI tools for specific creative tasks, Spending too much time researching and testing AI tools without clear guidance, Having difficulty staying updated with the latest AI advancements and experiments, Overwhelmed by the sheer number of AI tools available and not knowing where to start
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.85
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 87
- authenticity_basis: engagement_observed
- credibility_score: 87
- flagged_for_review: false
- koinon_bd_grade: A — 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_rafsby#f3dfe69c] 🤖The Ultimate AI Tool List 2024 🤖 (https://twitter.com/Rafsby/status/1794805685261357350)
- [x_rafsby#0eb362ab] In alphabetical order.
- [x_rafsby#fd69c7d3] Optimize your time, improve your work, your efficiency and your life like a boss. 👌
- [x_rafsby#25f5b23a] 🔖Bookmark this post 🔖
- [x_rafsby#2829295a] 📋THE LIST📋
- [x_rafsby#e7b42522] 📄 https://t.co/fnelinUpW4: AI-driven landing page generator.
- [x_rafsby#49bcc0cc] 🔊 https://t.co/XvZCA7LmHh: AI-driven A/B testing for conversion improvement.
- [x_rafsby#1db561a8] 🔎 AI Experiments: Innovative AI and tech experiments by Google.

## 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=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=21, 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: 21

## AI retrieval
- indexing_requests: 9
- 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_rafsby
- Request removal: https://koinonlink.com/claim?k=x_rafsby
- Terms: https://koinonlink.com/for-ai