# Warung Otodidak (@warung_otodidak) on tiktok

- id: koinon:creator:tiktok_warung_otodidak
- url: https://koinonlink.com/kol/tiktok/warung_otodidak
- schema_version: 1.4

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

## Reach
- followers: 4545
- following: 990
- 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: 0.88
- category_source: derived_from_recent_content
- topics: AI tools for image/poster creation and freelancing, Secret websites for cuan and free resources, Phone and internet troubleshooting tips, Video editing alternatives and content creation hacks, Side hustle ideas like affiliate and clipping

## Audience (inferred)
- status: present
- description: Indonesian TikTok users interested in practical tech hacks, AI tools for casual content creation, phone troubleshooting, and low-effort side income ideas
- roles: consumer
- seniority: learner
- pain_points: Finding free or low-cost AI tools to make posters, animations and social media content, Solving everyday phone and laptop problems like full memory, USB ports or slow performance, Discovering reliable ways to earn extra money from home with just a phone, Keeping up with Indonesian internet providers, quotas and local regulations
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 35
- authenticity_basis: profile_shape_only
- credibility_score: 35
- flagged_for_review: false
- koinon_bd_grade: C — 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_warung_otodidak#98b01be5] cara mengetahui orang yang stalking IG kita #stalking #pengunjungprofil #profilviews #instagram #ig (https://www.tiktok.com/@warung_otodidak)
- [tiktok_warung_otodidak#eaa9c170] original sound - warung_otodidak
- [tiktok_warung_otodidak#06ba164c] It is a becoming a big trend on TikTok now! Click here: stalking
- [tiktok_warung_otodidak#3a10c7ff] Check out Warung Otodidak’s video! #TikTok >
- [tiktok_warung_otodidak#588f13a8] cara buat animasi perjalanan maps #animasi #animasiperjalanan #animasimudik #travelboast #carabuatanimasi #triptips
- [tiktok_warung_otodidak#27380ee9] Funny Kids
- [tiktok_warung_otodidak#7b8f0904] tutorial bikin disney pixar poster di bing image creator, kalian ga perlu bingung bikin deskripsinya Slur #bingimage #disneypixarposter #disneyvirals
- [tiktok_warung_otodidak#0667104d] Theme from "A Summer Place"

## 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=61, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=50, 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=50, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=53, 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=50, 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=53, 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=53, method=platform_profile

## Freshness
- profile_checked_days_ago: 53
- content_analysed_days_ago: 50
- audience_updated_days_ago: 61

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