# mister golf? never' sleep + speedrun to heaven😇 (@mr_golf7) on x

- id: koinon:creator:x_mr_golf7
- url: https://koinonlink.com/kol/x/mr_golf7
- schema_version: 1.4

## Identity
- platform: x
- handle: mr_golf7
- platform_url: https://twitter.com/mr_golf7
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1632
- following: 1277
- posts_total: 4499
- posts_observed: 1
- posts_per_day: 2.182
- account_age_days: 2062
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00306
- best_post_interactions: 5
- 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: ai_tools
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: onchain ad segmentation, growth loops for paid ads, AI agents in web apps, crypto and macro market sentiment, product-building culture on X, SaaS innovation from China
- bio: focus on making money
your wife isnt born yet

run growth loops fb/google/x ads with onchain segmentation
𝘣𝘶𝘪𝘭𝘥𝘦𝘳 @base

## Audience (inferred)
- status: present
- description: Founders and growth-focused builders on Base, primarily crypto-native entrepreneurs and indie hackers building monetizable products with AI and onchain strategies
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling to find effective growth loops for Facebook, Google, or X ads that actually convert, Having difficulty leveraging onchain data for precise audience segmentation in ad campaigns, Missing key AI-driven product trends like JavaScript AI agents (e.g., PageAgent) that could give them a competitive edge, Feeling behind on the pace of AI and web3 product innovation, especially from China's tech leaders
- posts_analysed: 3
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 55
- authenticity_basis: engagement_observed
- credibility_score: 55
- 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_mr_golf7#fb3c2c10] Fed cuts got the market doing victory laps while Bitcoin bags are just sitting there like “cool story, keep printing.” Meanwhile bond vigilantes are waking up, stretching, and side-eyeing every “we got this” speech from central banks. Macro is a group chat now: rate cuts, fiscal  (https://twitter.com/mr_golf7/status/2073377675964526883)
- [x_mr_golf7#fce6df59] x gets so much better when your timeline is full of people building people shipping products, solving real problems, sharing what they learn, obsessed with ai, startups, saas, coding, engineering and tech always looking to connect with more builders if you are into ai, saas, codi
- [x_mr_golf7#87f1a5a4] china just showed where web apps are heading alibaba open sourced pageagent and most saas founders are not paying enough attention its javascript ai agent that runs directly inside your webpage, letting users

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=110, 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=80, 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=110, 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=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 7
- 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_mr_golf7
- Request removal: https://koinonlink.com/claim?k=x_mr_golf7
- Terms: https://koinonlink.com/for-ai