# indra (@indrawxyz) on x

- id: koinon:creator:x_indrawxyz
- url: https://koinonlink.com/kol/x/indrawxyz
- schema_version: 1.4

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

## Reach
- followers: 4808
- following: 2870
- posts_total: 11193
- posts_observed: 8
- posts_per_day: 3.824
- account_age_days: 2927
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00042
- best_post_interactions: 2
- 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: crypto
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: AI agent development, Monetization of AI projects, Web3 and AI ecosystem in Indonesia, Peer learning and mentorship in tech startups
- bio: 🇮🇩 building in ai and web3 @PundiXLabs | math grad turned part time yapper

## Audience (inferred)
- status: present
- description: Indonesian AI and web3 builders, early-stage founders, and indie hackers who are building in the intersection of AI agents and decentralized tech
- roles: automation
- seniority: practitioner
- pain_points: Struggling to monetize their AI or web3 projects despite having technical skills, Finding it hard to scale AI agents from personal use to enterprise and then public product, Lacking access to reliable mentors or peers for real-time, informal knowledge sharing
- posts_analysed: 3
- 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: 62
- authenticity_basis: engagement_observed
- credibility_score: 62
- 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_indrawxyz#0f8cb818] Di indonesia player vs player di semua sektor. mayoritas kalau ada yang bagi ilmu = buka kelas / berusaha di monetize😂 bersyukurlah kalau punya temen/ koneksi/ mentor yang bisa diajak ngopi dan dihubungi kapan aja buat sharing. (https://twitter.com/indrawxyz/status/2037338697851707406)
- [x_indrawxyz#0aff8a80] Ternyata nge-scale AI agent dari buat dipakai sendiri, lanjut ke satu perusahaan, terus dibuka buat publik itu jauh lebih challenging dari yang dibayangin 😂 thanks buat semua yang udah nyobain kemarin dan kasih feedback. dari feedback yang masuk, ternyata masalah user dari x itu

## 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=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=117, 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=117, 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=117, method=platform_profile

## Freshness
- profile_checked_days_ago: 117
- content_analysed_days_ago: 77
- 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_indrawxyz
- Request removal: https://koinonlink.com/claim?k=x_indrawxyz
- Terms: https://koinonlink.com/for-ai