# aipreneur.news (@aipreneur.news) on tiktok

- id: koinon:creator:tiktok_aipreneur.news
- url: https://koinonlink.com/kol/tiktok/aipreneur.news
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: aipreneur.news
- platform_url: https://www.tiktok.com/@aipreneur.news
- country: Indonesia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4925
- following: 3
- posts_total: 713
- posts_observed: 2
- 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: 0.95
- category_source: derived_from_recent_content
- topics: AI and robotics breakthroughs, DIY tech and open-source innovations, Emerging applications of AI in filmmaking and automation, Practical tech solutions for everyday problems, Hardware hacking and low-cost sensor development, Global tech trends from China, Germany, and the US
- bio: 👋Hasilin Cuan Dengan Masuk Dunia AI. Belajar Cepat, Update Tiap Hari!

## Audience (inferred)
- status: present
- description: Indonesian tech enthusiasts and early adopters interested in AI, robotics, and emerging tech innovations, especially those exploring practical applications and DIY solutions
- roles: general_ai
- seniority: learner
- pain_points: Struggling to keep up with fast-moving AI and robotics advancements in real time, Finding it hard to access affordable, hands-on tools for experimenting with cutting-edge tech like AI agents and robotic, Lacking practical, real-world examples of how advanced tech (e.g., AI, robotics, sensors) can be applied in daily life o
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 48
- authenticity_basis: profile_shape_only
- credibility_score: 48
- 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_aipreneur.news#84967527] Bayi ini lahir di tahun 2025… tapi embrionya dibuat tahun 1994.  Yes, embrio ini sudah "dibekukan" selama lebih dari 30 tahun, dan akhirnya lahir sebagai Thaddeus Daniel Pierce bayi sehat dengan kisah luar biasa. 💡 Embrio ini awalnya dibuat lewat IVF pada 1994, lalu disimpan hin (https://www.tiktok.com/@aipreneur.news)
- [tiktok_aipreneur.news#05d3d0e0] original sound - aipreneur.news
- [tiktok_aipreneur.news#9677a0c5] It is a becoming a big trend on TikTok now! Click here: ivf
- [tiktok_aipreneur.news#1a58d762] Check out aipreneur.news’s video! #TikTok >
- [tiktok_aipreneur.news#eddb1fa7] Di Jerman, nanas tinggal masuk mesin langsung kupas.  Di sini? Masih n

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=52, 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=0, 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=52, 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=52, method=platform_profile

## Freshness
- profile_checked_days_ago: 52
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_aipreneur.news
- Request removal: https://koinonlink.com/claim?k=tiktok_aipreneur.news
- Terms: https://koinonlink.com/for-ai