# Suhas (@zuess05) on x

- id: koinon:creator:x_zuess05
- url: https://koinonlink.com/kol/x/zuess05
- schema_version: 1.4

## Identity
- platform: x
- handle: zuess05
- platform_url: https://twitter.com/zuess05
- website: https://www.cubix.design
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3892
- following: 500
- posts_total: 37360
- posts_observed: 2
- posts_per_day: 19.851
- account_age_days: 1882
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00565
- best_post_interactions: 22
- 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: 0.95
- category_source: derived_from_recent_content
- topics: Product shipping and execution, Indie hacker lifestyle and routines, Audience and traction building, Product experience over features, Founder mindset and discipline, Personal productivity and consistency
- bio: 📹 https://t.co/IfUYea5lZF - screen recorder ✨ auto-zoom • smooth cursor • beautiful backgrounds

## Audience (inferred)
- status: present
- description: Indie hackers and solo founders building and shipping digital products, mainly focused on execution, product-market fit, and personal growth
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to stay consistent with shipping features despite having ideas, Finding it hard to build a loyal audience or traction beyond initial hype, Feeling overwhelmed by the pressure to constantly launch new features or products, Not knowing how to create a compelling user experience beyond just the app functionality
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- 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: 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_zuess05#ce27b44c] Which is a bigger win? • People knowing your name • People knowing your product (https://twitter.com/zuess05/status/2072926326391201937)
- [x_zuess05#99991fd5] Cafe #2 Drink #3 Lived the real indie hacker day today. A lot of caffeine and a lot of features shipped ☕️🔥 https://t.co/kh5I8LqIew
- [x_zuess05#fe97ce7b] What's more addictive? • Shipping • Sales • Going viral
- [x_zuess05#db40a738] Working from a cafe again! Honestly super excited to grab a fancy drink and just lock in today ☕️👨‍💻 https://t.co/p1JnsnptYw
- [x_zuess05#dcfa586c] Unpopular opinion: The founder who ships one thing for one year Beats the founder who ships twenty things in one year.
- [x_zuess05#25536cf5] Which one compounds the fastest? • Skills • Audience • Reputation • Revenue
- [x_zuess05#2c2dcbc7] Marketing feels like going to the gym. You know it works. Skipping today feels harmless.
- [x_zuess05#b45aa320] Hot take: The app is no longer the product. The experience is.

## 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=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=112, 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=78, 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=112, 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=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 78
- audience_updated_days_ago: 21

## AI retrieval
- indexing_requests: 6
- 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_zuess05
- Request removal: https://koinonlink.com/claim?k=x_zuess05
- Terms: https://koinonlink.com/for-ai