# Zech (@Zechsnotfunny) on x

- id: koinon:creator:x_zechsnotfunny
- url: https://koinonlink.com/kol/x/Zechsnotfunny
- schema_version: 1.4

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

## Reach
- followers: 12496
- following: 5905
- posts_total: 169399
- posts_observed: 1
- posts_per_day: 27.853
- account_age_days: 6082
- verified: true
- size_tier: koc

## 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: entertainment
- subcategory: mindset
- category_confidence: 0.88
- category_source: derived_from_recent_content
- topics: 金钱与现实, 育儿与心理创伤, 社会观察, 名人事件
- bio: singer/guitarist/actor.GG

## Audience (inferred)
- status: present
- description: General X users interested in personal observations, social phenomena, and pop culture
- roles: none
- seniority: consumer
- posts_analysed: 8
- 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: 68
- authenticity_basis: profile_shape_only
- credibility_score: 68
- 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_zechsnotfunny#3c96011b] @BR1INFINITE is this real life or is this fantasy? Cause I’ll go buy a pc TOMORROW (https://twitter.com/Zechsnotfunny/status/2069793845911474357)
- [x_zechsnotfunny#90624fa5] I shoulda been doing this pool technician shit AGES ago smh everybody in Fl got a pool and this money is lovely
- [x_zechsnotfunny#4d3144ce] Money isn’t even real? Scary thoughts out here
- [x_zechsnotfunny#c86e02b7] Community notes finally serving its purpose
- [x_zechsnotfunny#a6f96a97] Yall unhealed trauma got yall unknowingly being mean to your children
- [x_zechsnotfunny#bfeebde2] Like sometimes I’ll overhear conversations between people when I’m out and then I’m like “yeah, it’s almost rapture time”
- [x_zechsnotfunny#01dff9d3] I’m afraid of what the next gen of adults are going to look like simply because of my generation of parents ://
- [x_zechsnotfunny#9ea473bd] “Strong Women, Stronger Drinks” - A Drake led Women empowerment event in which he gave 10 women 50k, cars and purses lol

## 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=120, 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=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=120, 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=120, method=platform_profile

## Freshness
- profile_checked_days_ago: 120
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 13
- 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_zechsnotfunny
- Request removal: https://koinonlink.com/claim?k=x_zechsnotfunny
- Terms: https://koinonlink.com/for-ai