# Mugi 🫠 (@mugiSWAGO) on x

- id: koinon:creator:x_mugiswago
- url: https://koinonlink.com/kol/x/mugiSWAGO
- schema_version: 1.4

## Identity
- platform: x
- handle: mugiSWAGO
- platform_url: https://twitter.com/mugiSWAGO
- website: https://bitfortune.com/ref/4G7ddbBz
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1269
- following: 1874
- posts_total: 32937
- posts_observed: 5
- posts_per_day: 36.435
- account_age_days: 904
- verified: true
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: gaming
- subcategory: igaming
- category_confidence: 0.75
- category_source: derived_from_recent_content
- bio: Retarded Gamblr

## Audience (inferred)
- status: present
- description: casual crypto gamblers and meme coin enthusiasts, mainly young adults engaging in speculative trading and social proof through birthday/winning announcements
- roles: none
- seniority: consumer
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 41
- authenticity_basis: profile_shape_only
- credibility_score: 41
- 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_mugiswago#47d8e358] Manifesting an early birthday present This will really make my month great and my birthday a very happy one @cryptofergani Much love to you ❤️❤️❤️❤️ (https://twitter.com/mugiSWAGO/status/2073566933341884858)
- [x_mugiswago#f64d6a7f] HAPPY BIRTHDAY TO @Thrill_com 💥💥 First year anniversary with thrill Many more years to come Same month with me, many more yrs and many more wins to come☺️❤️ https://t.co/UB3sKM9m0W
- [x_mugiswago#db15aa4c] Whole lotta gigs and wins this August🤞
- [x_mugiswago#2ad98ffa] HAPPY NEW MONTH TO YALL ❤️ https://t.co/qOhEXgBHsK
- [x_mugiswago#d795e284] One more win?! https://t.co/Qp9ReBKgCo
- [x_mugiswago#07b5385c] W @rqdixx the goat ❤️❤️❤️❤️ https://t.co/p9GJGuHK87
- [x_mugiswago#d93b1701] GM CT ❤️ https://t.co/fjXoku2ycl
- [x_mugiswago#8dd77eb0] Dear God . I need a big Win to end the month thank God 🙏

## 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=0.25, 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: 7
- 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_mugiswago
- Request removal: https://koinonlink.com/claim?k=x_mugiswago
- Terms: https://koinonlink.com/for-ai