# Drew (@DrewBanned) on x

- id: koinon:creator:x_drewbanned
- url: https://koinonlink.com/kol/x/DrewBanned
- schema_version: 1.4

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

## Reach
- followers: 4754
- following: 1591
- posts_total: 71868
- posts_observed: 1
- posts_per_day: 50.505
- account_age_days: 1423
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00084
- best_post_interactions: 4
- 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: sports
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Red Sox winning streaks and roster performance, MLB player extensions, demotions, and trades, NFL QB rankings, MVPs, and Hall of Fame cases, Ravens and Lamar Jackson contract/news, Sports trash talk and fan arguments

## Audience (inferred)
- status: present
- description: Sports fans focused on MLB (especially Red Sox) and NFL, engaging with stats, roster moves, and hot takes
- roles: consumer
- seniority: consumer
- pain_points: Frustration with Red Sox front office decisions and roster construction, Debates over undervalued or overpaid players and contract values, Disagreement with media narratives and other fans' takes on team performance
- posts_analysed: 20
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 66
- authenticity_basis: engagement_observed
- credibility_score: 66
- 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_drewbanned#8936a171] I just don’t understand why Payton Tolle hasn’t gotten a lifetime extension yet. (https://twitter.com/DrewBanned/status/2069520123673649364)
- [x_drewbanned#7e092408] This is the caliber of loser that ends up in my mentions.
- [x_drewbanned#59a9e850] Greg Weissert demoted??? No more Chill Bill followed by multiple runs for the other team!!! https://t.co/Yw8TMxITeQ
- [x_drewbanned#ced07041] Red Sox are 34-8 since you Driveline nerds were eradicated. Seems like maybe you guys suck.
- [x_drewbanned#47c239ef] Im not a snitch but that’s Rashod Bateman
- [x_drewbanned#6b63af68] Nobody follows me for my Red Sox takes but this is the craziest run I’ve ever witnessed. Red Sox legitimately might not lose another game.
- [x_drewbanned#dbd86934] CALEB DURBIN
- [x_drewbanned#3e3295d0] Ceddanne wins it here

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=121, 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=76, 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=121, 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=121, method=platform_profile

## Freshness
- profile_checked_days_ago: 121
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

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