# Winnie (@Boyy_win) on x

- id: koinon:creator:x_boyy_win
- url: https://koinonlink.com/kol/x/Boyy_win
- schema_version: 1.4

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

## Reach
- followers: 744
- following: 1075
- posts_total: 8452
- posts_observed: 10
- posts_per_day: 11.972
- account_age_days: 706
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01478
- best_post_interactions: 11
- 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: 0.88
- category_source: derived_from_recent_content
- topics: GM greetings, crypto community engagement, interoperability and zk tech, XRP token supply issues
- bio: WEB 3 ll contributor @yeet and top contributor to @infinit_labs

## Audience (inferred)
- status: present
- description: Crypto Twitter users engaging with Web3 projects, especially interoperability and zk communities
- roles: none
- seniority: consumer
- posts_analysed: 7
- 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: 30
- authenticity_basis: engagement_observed
- credibility_score: 30
- 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_boyy_win#a6b4e78b] GM Can I get GM back https://t.co/XYtz8Lxmuh (https://twitter.com/Boyy_win)
- [x_boyy_win#85c0846a] “I haven’t been online for almost two weeks. What did I miss?”
- [x_boyy_win#3d7f589b] Anything worth doing is worth doing well GM CT https://t.co/DMuIC6mvFi
- [x_boyy_win#d21193d2] Zkgm
- [x_boyy_win#8272a240] zkgm union army. I love this community Why? Because they're very supportive of their fellow yapperes We are preaching about the future of interoperability and ZkProofs on Union. zkgm
- [x_boyy_win#78a15b19] To late to say GM? https://t.co/oRCjA3QbVC
- [x_boyy_win#97c0fe84] To late to say GM ? https://t.co/ZArfGjARkZ
- [x_boyy_win#d30276d1] Bro, this cannot happen in our generation 💔. I really think the biggest problem with XRP is its massive total supply 99.98 billion coins. At the current price of $3.20, that’s already a $322.64 billion fully diluted market cap. For XRP to hit $2,000 per coin, you’d be looking at

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, 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=78, 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: 78
- audience_updated_days_ago: 78

## 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_boyy_win
- Request removal: https://koinonlink.com/claim?k=x_boyy_win
- Terms: https://koinonlink.com/for-ai