# Ngeromet || Toserba (@ngeromet.toserba) on tiktok

- id: koinon:creator:tiktok_ngeromet.toserba
- url: https://koinonlink.com/kol/tiktok/ngeromet.toserba
- schema_version: 1.2

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

## Reach
- followers: 59454
- following: 388
- posts_total: 1657
- posts_observed: 2
- verified: false
- size_tier: koc

## 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: ecommerce
- subcategory: supply
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Affordable impact drivers and wrenches, Cordless batteries and fast chargers, Circular saws, chainsaws and grinders, Tool reviews for workshop and agriculture use, Battery compatibility and accessories

## Audience (inferred)
- status: present
- description: Indonesian/Malaysian mechanics, construction workers, farmers and small workshop owners buying affordable power tools
- roles: consumer
- seniority: practitioner
- pain_points: Original brand power tools too expensive, Battery compatibility problems across different brands, Need reliable cheap alternatives for daily heavy use on trucks or farms, Difficulty finding suitable accessories for specific jobs like roofing or pruning
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.5
- promotion_intent: 0.4
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 62
- authenticity_basis: profile_shape_only
- credibility_score: 62
- 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_ngeromet.toserba#4455cd35] Membalas @Sunarso 123 beli tangki semprot dipasar malah lebih mahal #tangkisemprot #spray #sprayer #pertanian #pertanianindonesia #alatpertanian (https://www.tiktok.com/@ngeromet.toserba)
- [tiktok_ngeromet.toserba#a0944e6b] original sound - ngeromet.toserba
- [tiktok_ngeromet.toserba#5652fa16] It is a becoming a big trend on TikTok now! Click here: tangkisemprot
- [tiktok_ngeromet.toserba#013b940e] Check out Ngeromet || Toserba’s video! #TikTok >
- [tiktok_ngeromet.toserba#9cd1d2f2] Jumper aki keelat yang 6in1 #keelat #jumper #jumperaki #keelat #vacuumcleaner
- [tiktok_ngeromet.toserba#a9d6cef8] Level up your DIY game with #Keelat! Aiming to deliver the most cost-effective & affordable power tools to every household in Malaysia, shop during Keelat Super Brand Day to enjoy extra 20% off!
- [tiktok_ngeromet.toserba#a7a0dc44] Membalas @Gustomi circularsaw Youxian bisa pakai baterai merk lain #youxian #circularsaw #gergaji #gergajikayu
- [tiktok_ngeromet.toserba#7f97f65c] Impact MLHY harga murah sudah josjis #mlhy #impact #bor #impactmurah #cvt

## 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=48, 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=48, 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=48, method=platform_profile

## Freshness
- profile_checked_days_ago: 48
- 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_ngeromet.toserba
- Request removal: https://koinonlink.com/claim?k=tiktok_ngeromet.toserba
- Terms: https://koinonlink.com/for-ai