# Andrian Learn AI💻 (@codingwithandriannn) on tiktok

- id: koinon:creator:tiktok_codingwithandriannn
- url: https://koinonlink.com/kol/tiktok/codingwithandriannn
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: codingwithandriannn
- platform_url: https://www.tiktok.com/@codingwithandriannn
- website: https://app.blackbox.ai/
- country: Indonesia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 9351
- following: 14
- posts_total: 101
- posts_observed: 1
- verified: false
- size_tier: nano

## 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: 0.9
- category_source: derived_from_recent_content
- topics: Claude AI tips and workarounds, AI coding for freelance and cuan, Website and UI building with AI, Budget alternatives to Claude, Vibe coding lifestyle
- bio: konten seputar tips & trick menjadi vibe coder

## Audience (inferred)
- status: present
- description: Indonesian freelancers, aspiring coders, and budget-conscious students/founders using Claude AI for website building and side projects
- roles: dev
- seniority: practitioner
- pain_points: Claude limits and high cost making it unusable for non-enterprise users, Difficulty keeping up with fast-changing AI tools and models, Struggle to build functional websites/apps without strong coding skills, Finding affordable or free alternatives that still deliver results
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 52
- authenticity_basis: profile_shape_only
- credibility_score: 52
- 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
- [tiktok_codingwithandriannn#260c26d7] google maps + claude ai = combo cuan #claude #freelance #website #cuan #fyp (https://www.tiktok.com/@codingwithandriannn)
- [tiktok_codingwithandriannn#28559d01] original sound - codingwithandriannn
- [tiktok_codingwithandriannn#7e82189f] It is a becoming a big trend on TikTok now! Click here: claude
- [tiktok_codingwithandriannn#6390ad75] Check out Andrian Learn AI💻’s video! #TikTok >
- [tiktok_codingwithandriannn#0b8c778d] Masalah utama Claude AI sekarang? Limit cepet habis. Solusinya: 1️⃣ Pakai model sesuai kebutuhan (jangan semua pakai Opus) 2️⃣ Gunakan alternatif kayak Blackbox AI (bisa mulai ±$2, fitur tetap powerful) 3️⃣ Jangan lupa /compact biar chat tetap efisien Kerja lebih hemat, hasil tet
- [tiktok_codingwithandriannn#0bad9033] 🤫🤫🚫🤩 #fyp #uidesign #website #techtok #humor
- [tiktok_codingwithandriannn#3ba20185] Claude Security keren… tapi harganya juga “secure” buat kantong 😅 Kalau bukan enterprise, mungkin udah waktunya lirik alternatif yang lebih rea

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=69, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=69, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=69, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=69, 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=69, 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=69, 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: 69
- audience_updated_days_ago: 69

## AI retrieval
- indexing_requests: 8
- 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_codingwithandriannn
- Request removal: https://koinonlink.com/claim?k=tiktok_codingwithandriannn
- Terms: https://koinonlink.com/for-ai