# deana (@medeana) on x

- id: koinon:creator:x_medeana
- url: https://koinonlink.com/kol/x/medeana
- schema_version: 1.4

## Identity
- platform: x
- handle: medeana
- platform_url: https://twitter.com/medeana
- website: http://boysclub.vip
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 5420
- following: 1682
- posts_total: 6326
- posts_observed: 2
- posts_per_day: 0.936
- account_age_days: 6761
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0131
- best_post_interactions: 71
- 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: entertainment
- subcategory: news_media
- category_confidence: 0.7
- category_source: derived_from_recent_content
- topics: AI agents使用, 商业趋势与TAM, 娱乐内容评论
- bio: Rate limited co-founder of @boysclubworld. I write a (not boring) newsletter on technology and business trends: https://t.co/qFlUfKjrWY

## Audience (inferred)
- status: present
- description: Audience mix of entertainment reviews and business/AI topics, making it hard to pinpoint the core audience
- roles: none
- seniority: practitioner
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 74
- authenticity_basis: engagement_observed
- credibility_score: 74
- 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_medeana#66783796] Cait's new show is out and I genuinely laughed out loud like 10 separate times, enjoy! (https://twitter.com/medeana/status/2069167910363562378)
- [x_medeana#6a5435be] I know this is a niche tweet but Prime is losing shelf space and I fear all is not well for the Logan Paul venture https://t.co/He7pDrWYxu
- [x_medeana#04fb63ac] my AI psychosis reached new heights this summer
- [x_medeana#4f062de9] https://t.co/hG09mXWj6K
- [x_medeana#d698695d] Cait's new show is truly next level
- [x_medeana#338a7349] Seeking people running multiple chief of staff/EA style AI agents to collab on a research report on how these are ~~actually~~ being used day to day. Fairly low lift, with high visibility potential. DM me if that's you!!
- [x_medeana#03483e98] TAM for this subject/subhead was small but I really enjoyed sending it. https://t.co/bTar6pg7yp
- [x_medeana#9bde5815] a winery tour should include a look at the P&L

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=119, 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=77, 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=119, 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=119, method=platform_profile

## Freshness
- profile_checked_days_ago: 119
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

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