# MATT GRAY (@matt_gray_) on x

- id: koinon:creator:x_matt_gray_
- url: https://koinonlink.com/kol/x/matt_gray_
- schema_version: 1.4

## Identity
- platform: x
- handle: matt_gray_
- platform_url: https://twitter.com/matt_gray_
- website: https://fos.now/zxcJxx
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 400616
- following: 260
- posts_total: 58597
- posts_observed: 2
- posts_per_day: 10.421
- account_age_days: 5623
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00016
- best_post_interactions: 66
- 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: software
- subcategory: saas
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: deep work routines, systematizing content creation, scalable business models, automated audience growth, personal productivity systems, building assets that appreciate over time
- bio: “The Systems Guy” | Proven systems to grow a profitable audience with content. Founder & CEO @founderos

## Audience (inferred)
- status: present
- description: Entrepreneurs and solopreneurs building scalable content-driven businesses, mainly founders and growth-focused creators
- roles: ecom_ops
- seniority: decision_maker
- pain_points: Struggling to maintain consistent deep work due to constant distractions and task overload, Finding it hard to scale their business without burning out or relying on constant personal effort, Lacking clear systems to automate or delegate content creation and audience growth, Feeling overwhelmed by information overload and unable to focus on high-impact activities
- posts_analysed: 7
- confidence: 0.4

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

## Quality signals
- authenticity_score: 64
- authenticity_basis: engagement_observed
- credibility_score: 99
- flagged_for_review: false
- koinon_bd_grade: A — 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_matt_gray_#457a5f87] Not a lot of people understand this… you need to be ruthless about establishing a 4-hour deep work routine every single day. When you schedule this, everything else becomes easier. You now have time to write. You now have time to work out. You now have time to spend with family a (https://twitter.com/matt_gray_/status/2072742887490806242)
- [x_matt_gray_#1e45cbc8] Write, lift, run, stretch, and pray. Sell, help, praise, create, sweat, and grow. Read, smile, love, and break the rules. Explore, adventure, and travel. Prioritize living. This is the art of the Systems Creator.
- [x_matt_gray_#86e79cff] The best business model is one that scales while you sleep.
- [x_matt_gray_#f6ea0e04] A brand is an appreciating asset that works for you even when you’re not working.
- [x_matt_gray_#febcb78d] https://t.co/njLqQNKPga
- [x_matt_gray_#8a3bfb62] Life hack: When overwhelmed, build systems.
- [x_matt_gray_#75b22f5b] Stop reading 100 books. Focus on

## 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=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=111, 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=111, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=111, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 111
- audience_updated_days_ago: 21

## AI retrieval
- indexing_requests: 11
- 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_matt_gray_
- Request removal: https://koinonlink.com/claim?k=x_matt_gray_
- Terms: https://koinonlink.com/for-ai