# Fuadit Muhammad (@fuaditrockz) on tiktok

- id: koinon:creator:tiktok_fuaditrockz
- url: https://koinonlink.com/kol/tiktok/fuaditrockz
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: fuaditrockz
- platform_url: https://www.tiktok.com/@fuaditrockz
- website: https://bit.ly/fuaditrockz8
- country: Indonesia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 465733
- following: 308
- posts_total: 809
- posts_observed: 6
- verified: false
- size_tier: kol

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: 0.93
- category_source: derived_from_recent_content
- topics: Vibe coding vs proper software engineering, AI tools and tech stacks for developers, Startup founder realities beyond coding, Indonesian government tech policy and bureaucracy critique, Practical advice on SaaS, hackathons, and local cloud/AI inf
- bio: Hamba Allah | IT Expert & Software Engineer with 12+ years of stories | Founder @Saga Studio

## Audience (inferred)
- status: present
- description: Indonesian software engineers, developers, and early-stage tech founders with 3-10+ years experience who follow practical coding, AI tooling, and local tech policy discussions
- roles: dev
- seniority: practitioner
- pain_points: Being forced to handle UI/UX design without proper skills or tools, Distinguishing real engineering from AI hype and vibe coding shortcuts, Building startups when coding skills alone are not enough for marketing, funding, and operations, Frustration with local infrastructure, government tech policies, and unrealistic project demands
- posts_analysed: 83
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 66
- authenticity_basis: profile_shape_only
- credibility_score: 66
- 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
- [tiktok_fuaditrockz#24322887] Yang merasa IQ nya tinggi silahkan komentar di bawah! (https://www.tiktok.com/@fuaditrockz)
- [tiktok_fuaditrockz#29ba8d12] original sound - fuaditrockz
- [tiktok_fuaditrockz#aaf44d8b] Check out Fuadit Muhammad’s video! #TikTok >
- [tiktok_fuaditrockz#389aa40c] Mari kita bedah jalan panjang yang akan dihadapi pemerintah jika cuma mengandalkan "anak bangsa".
- [tiktok_fuaditrockz#99699305] Rayuan Pulau Kelapa - Solace On Coconut Island
- [tiktok_fuaditrockz#71079df5] Balas @mridwannawawii Semenjak dari sini gue ga terlalu yakin mau bikin startup lagi.
- [tiktok_fuaditrockz#b66802ae] I Love You So
- [tiktok_fuaditrockz#da8d2dfc] Nominasi profesi orang-orang plenger

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=59, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=59, 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=59, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=92, 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=0.25, freshness_days=59, 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=92, 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=92, method=platform_profile

## Freshness
- profile_checked_days_ago: 92
- content_analysed_days_ago: 59
- audience_updated_days_ago: 59

## 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=tiktok_fuaditrockz
- Request removal: https://koinonlink.com/claim?k=tiktok_fuaditrockz
- Terms: https://koinonlink.com/for-ai