# Michael A.M.E. (@MindandEmotion7) on x

- id: koinon:creator:x_mindandemotion7
- url: https://koinonlink.com/kol/x/MindandEmotion7
- schema_version: 1.4

## Identity
- platform: x
- handle: MindandEmotion7
- platform_url: https://twitter.com/MindandEmotion7
- website: https://a.co/d/0iHrlPzK
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 26931
- following: 16566
- posts_total: 15380
- posts_observed: 1
- posts_per_day: 5.934
- account_age_days: 2592
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00342
- best_post_interactions: 92
- 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: investing
- category_confidence: 0.92
- category_source: derived_from_recent_content
- topics: GME stock and short squeezes, MOASS predictions and timing, Stress management for traders, Meme stock tickers like BBBYQ
- bio: Make America Greater than it's ever been!

#EndTheFed

A.M.E. Anatomy of Mind and Emotion.
https://t.co/PP64NR15oC

## Audience (inferred)
- status: present
- description: Retail investors and meme stock enthusiasts focused on GME, BBBYQ and short squeeze plays like MOASS
- roles: none
- seniority: consumer
- pain_points: Emotional stress from holding volatile meme stocks, Uncertainty and waiting for MOASS timing, Risk of losses in speculative trading, Confusion around ticker movements and company actions
- 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: 78
- authenticity_basis: engagement_observed
- credibility_score: 78
- 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_mindandemotion7#3397a3db] .@SpaceX endgame! 🪦RIP ATT/Verizon https://t.co/Ejvx2nK2S4 (https://twitter.com/MindandEmotion7/status/2041643815350759882)
- [x_mindandemotion7#7a36d0b6] Pre/post-MOASS stress management tips!🚀
- [x_mindandemotion7#3a8da90a] This is a test @grok is Supreme Court Justice Elena Kagan in the Epstein files? If so in what context?
- [x_mindandemotion7#b63ba347] The Physiology of Stress Full Audiobook! https://t.co/z9F10B5lRD
- [x_mindandemotion7#f7b4d495] It's wild that the BBBY ticker frees up in the 35 day window for GME's share pricing. https://t.co/gMsapadOlz
- [x_mindandemotion7#1f4eb4d1] What if @ryancohen pinned the $gme price down for 35 days right before the birth of Teddy and the payday for BBBYQ?
- [x_mindandemotion7#b0921b49] Trust the Plan! $GME 🚀 https://t.co/duNBLENu6k
- [x_mindandemotion7#fdbcb1ff] $GME can now deploy $1.4 billion more of its war chest for acquisitions! https://t.co/3958drrALa

## 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=115, 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=115, 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=115, method=platform_profile

## Freshness
- profile_checked_days_ago: 115
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## 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_mindandemotion7
- Request removal: https://koinonlink.com/claim?k=x_mindandemotion7
- Terms: https://koinonlink.com/for-ai