# KIRI Tools Cambodia (@kirimotors) on tiktok

- id: koinon:creator:tiktok_kirimotors
- url: https://koinonlink.com/kol/tiktok/kirimotors
- schema_version: 1.4

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

## Reach
- followers: 52965
- following: 9974
- posts_total: 293
- 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: ecom_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: 电动工具和电机推广, DIY与建筑施工设备, 新品入库与折扣促销, 工具使用演示与反馈, 焊接、钻孔、泵类设备

## Audience (inferred)
- status: present
- description: Cambodian construction workers, mechanics, DIYers and small trade businesses buying power tools
- roles: consumer
- seniority: practitioner
- pain_points: 需要耐用高功率工具应对重活, 电池续航和便携性不足影响现场作业, 传统工具需要气罐或电线限制使用场景, 工具价格高，希望有促销和长期耐用性
- posts_analysed: 77
- confidence: 0.9

## 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: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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_kirimotors#3c8263a1] wow ច្បាស់ៗៗ បានសាកនៅបងៗ?  #tiktok #viral #viralvideo #fyp #prank #funny #viral #girl #engineering #videos #foryou #capcut #homedecor #engineer #tools #powertools #autos #tutorial #DIY #craft #make #kirimotor #tiktoker (https://www.tiktok.com/@kirimotors)
- [tiktok_kirimotors#34b1d9b8] original sound - kirimotors
- [tiktok_kirimotors#c8d71ffd] It is a becoming a big trend on TikTok now! Click here: tiktok
- [tiktok_kirimotors#768b4b28] Check out KIRI Tools Cambodia’s video! #TikTok >
- [tiktok_kirimotors#4c47f868] មិនមែនកម្លាំងតូចទេ គ្រាន់តែក្រុមហ៊ុនរចនាអោយស្រួលចល័តប៉ុណ្ណុះ កំលាំង 160Aពេញគ្មានខ្វះសូម្បីមួយលេខ  ក្រុមហ៊ុនកំពុងមានប្រូម៉ូសិនចាប់ពី ⏰10-15% គ្រប់មុខទាំងអស់ មានចំណាប់អារម្ភអាចឆាតសួររបាន អគុណ!  #fyp #viral #challenge #prank #interiordesign #engineer #DIY #kirimotor #homedecor #capc
- [tiktok_kirimotors#55efc15c] ម៉ូទ័រស្វាននិងបាញ់វីស 12V 1.5Ah TDLI12456 | #tiktok #trending #viralvideo #foryou #fyp

## 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=75, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=75, 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=75, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=99, 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=75, 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=99, 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=99, method=platform_profile

## Freshness
- profile_checked_days_ago: 99
- content_analysed_days_ago: 75
- audience_updated_days_ago: 75

## AI retrieval
- indexing_requests: 10
- 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_kirimotors
- Request removal: https://koinonlink.com/claim?k=tiktok_kirimotors
- Terms: https://koinonlink.com/for-ai