# dhang (@DarayuthH) on x

- id: koinon:creator:x_darayuthh
- url: https://koinonlink.com/kol/x/DarayuthH
- schema_version: 1.4

## Identity
- platform: x
- handle: DarayuthH
- platform_url: https://twitter.com/DarayuthH
- website: http://3dlogoai.com
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1383
- following: 516
- posts_total: 10727
- posts_observed: 5
- posts_per_day: 4.791
- account_age_days: 2239
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00072
- 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: software
- subcategory: saas
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: SEO optimization for SaaS tools, Monetization strategies for indie products, Building and growing a tool directory, Using automation and APIs in indie hacking, Landing page design and AI content quality, Sponsorship and revenue generation for small digital product
- bio: 🔄 https://t.co/3DNrEHVtEB 90$/month
💰https://t.co/0go1fPYzC1

🎯 2026 🟩🟩🟩🟩🟩🟩⬜⬜⬜
💰 Road to $10k MRR
Shipping until Stripe interrupts my 🛌

## Audience (inferred)
- status: present
- description: Indie hackers and solo founders building small SaaS tools, mainly focused on SEO, organic growth, and monetization through sponsorships
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling to get organic traffic without relying on paid ads, Finding it hard to maintain consistent SEO health for their SaaS or tool websites, Need to monetize quickly but lack clear sponsorship or revenue pathways, Frustrated by AI-generated content that looks unprofessional or inconsistent
- 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: 59
- authenticity_basis: engagement_observed
- credibility_score: 59
- 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_darayuthh#9250d9d0] My @indietool is no longer just a normal directory. 😂 U can now submit your app through the API. Thanks to my friends for suggesting it @_nilni https://t.co/tvAVcy0PR1 (https://twitter.com/DarayuthH/status/2072318203250798660)
- [x_darayuthh#dd3b0b44] I just learned about AGENTS.md Now I don't have to keep telling the AI every time it comes up with random colors that make my landing page look like most AI app out there. 😂
- [x_darayuthh#e63cc961] Fixed IndieTool's Ahrefs Health Score from 16 → 92. 🚀 Had to fix a lot of SEO issues haha. https://t.co/PsGHKREwso
- [x_darayuthh#fae706c6] I will never underestimate SEO again. It brings free traffic. It ranks on Google page one. It's hard to fake with AI so it stays clean. And it converts when you add UTM links. Never sleeping on organic again. 🎉
- [x_darayuthh#2bd30aff] Which free trial would you choose? - 7 days - 14 days
- [x_darayuthh#61af0bf3] just add sponsorship to @indietool hoping that it boost my revenue for next month. 😅 On my way to fill out all sponsor spot https://t.co/0Vm73lb0Al
- [x_darayuthh#881a4579] Indietool u

## 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=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=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=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: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 9
- 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_darayuthh
- Request removal: https://koinonlink.com/claim?k=x_darayuthh
- Terms: https://koinonlink.com/for-ai