# Mac🔺🐃 (@Mac_Foster7) on x

- id: koinon:creator:x_mac_foster7
- url: https://koinonlink.com/kol/x/Mac_Foster7
- schema_version: 1.4

## Identity
- platform: x
- handle: Mac_Foster7
- platform_url: https://twitter.com/Mac_Foster7
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1073
- following: 1498
- posts_total: 17556
- posts_observed: 1
- posts_per_day: 9.49
- account_age_days: 1850
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00093
- 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: 0.95
- category_source: derived_from_recent_content
- topics: $WOLFI token shilling, $KET on AVAX promotion, Meme coin market cap dreams, AVAX ecosystem business, Token price predictions and pumps
- bio: Just a Dude tryin to do a thing

## Audience (inferred)
- status: present
- description: Crypto meme coin degens and retail traders on Avalanche hunting low-cap tokens
- roles: consumer
- seniority: consumer
- pain_points: Missing 1000%+ pumps on new tokens, Identifying which low-cap AVAX tokens will actually run, Low visibility and liquidity for promoted coins, Distinguishing real projects from rugs in meme space
- posts_analysed: 20
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 39
- authenticity_basis: engagement_observed
- credibility_score: 39
- 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_mac_foster7#4356e5a6] Be the man worthy of your dream partner’s devotion (https://twitter.com/Mac_Foster7/status/2070168556218794200)
- [x_mac_foster7#7ae240e8] Today is an Epic day for me, for the second time in my life a multi deca-million corp has decided to make me their Financial Controller In addition, My first son is due any day now! God help us all …… thank you for your attention to this matter. https://t.co/CLTkNQxGNS
- [x_mac_foster7#3674f63e] 2020: “wear a mask!” 2026: “wear a diaper” https://t.co/ZpfuParYsA
- [x_mac_foster7#255dbac0] $Wolfi will save AVAX, Its Just Business🔺 Thank you for your attention to this matter https://t.co/Eoi5RljVKJ
- [x_mac_foster7#f356b343] https://t.co/LVYIexXqT6
- [x_mac_foster7#eecb2ba0] GM every1 Time for Business $WOLFI 0x5ddc8d968a94cf95cfeb7379f8372d858b9c797d https://t.co/K8TcXTajhw
- [x_mac_foster7#5a7d0a6d] $Wolfi Dreams of the day it comes true🔺 https://t.co/Cu3GBYjPjy
- [x_mac_foster7#974c253c] $WOLFI up 1,000% in the past 20 days and still only $500k Market Cap return to its ATH is still another 4,000%🔺 https://t.co/q4xZOGGWjN

## 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=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=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=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: 76
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 10
- 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_mac_foster7
- Request removal: https://koinonlink.com/claim?k=x_mac_foster7
- Terms: https://koinonlink.com/for-ai