# 𝔐𝔞𝔯𝔰𝔥𝔞𝔩𝔩♦️ (@marshalszn) on x

- id: koinon:creator:x_marshalszn
- url: https://koinonlink.com/kol/x/marshalszn
- schema_version: 1.4

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

## Reach
- followers: 5706
- following: 443
- posts_total: 8253
- posts_observed: 2
- posts_per_day: 6.56
- account_age_days: 1258
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00018
- best_post_interactions: 1
- 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: 0.9
- category_source: derived_from_recent_content
- topics: Daily GM/motivation posts, Crypto memecoins and token shills, Gambling on Web3 platforms, Personal financial struggles
- bio: The difference btw dream and reality is action 🎭❤️ #pp is my 🐐 forever😎 $catwif and $ansem will change my life

## Audience (inferred)
- status: present
- description: Crypto retail traders and memecoin gamblers on X (mostly small-time degens)
- roles: none
- seniority: consumer
- pain_points: Losing savings in crypto volatility, Chasing wins on gambling platforms without steady income, Daily grind with little tangible progress
- posts_analysed: 20
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: engagement_observed
- credibility_score: 73
- 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_marshalszn#e3147f1d] Thank you so much @moonpay for the fb At lastttt!!!🥺😌💜 https://t.co/68QJxwTmyv (https://twitter.com/marshalszn)
- [x_marshalszn#3a27d4d0] Good morning 😃 Another day to keep grinding ☺️ https://t.co/k8grXzaQRi
- [x_marshalszn#8d21fb9a] W July fr😍 Let’s go August ☺️ https://t.co/UEM5s0KyI5
- [x_marshalszn#f9a5ca5f] Good morning guys And happy first Sunday of the month 🙂‍↔️❤️ https://t.co/waG4OiADaQ
- [x_marshalszn#ac81c0ba] Good morning friends ❤️ https://t.co/l6WsVCFSSK
- [x_marshalszn#d273c50c] I’ve been rocking with @MetaWin for a while now. The platform is genuinely one of my favorites, and every time I use it, the experience is top-notch. If I win I will gamble half maybe x20 target and use the remaining on irl bills I even sketched @skel’s portrait to show my suppor
- [x_marshalszn#5821989f] 3/3 twice within a min is insane 😂 Don’t gamble if you don’t have a job,make sure you are earning irl before gambling - @flounderking69 https://t.co/JKVO9ZT2Ig
- [x_marshalszn#6b76dcb0] Good morning everyone Manifesting a big win for all of us @RealFish https://t.co/UJfcayYGJV

## 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=112, 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=112, 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=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 8
- 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_marshalszn
- Request removal: https://koinonlink.com/claim?k=x_marshalszn
- Terms: https://koinonlink.com/for-ai