# Automation service (@automationservice_d) on tiktok

- id: koinon:creator:tiktok_automationservice_d
- url: https://koinonlink.com/kol/tiktok/automationservice_d
- schema_version: 1.4

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

## Reach
- followers: 52537
- following: 7
- posts_total: 343
- posts_observed: 6
- 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: lifestyle
- subcategory: home_living
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: EGR system function and blocking, Engine oil grades (single-grade vs multi-grade), Intake manifold cleaning on Toyota Revo and ISUZU, Sensor diagnosis and replacement risks, Common causes of rough idle, black smoke and power loss

## Audience (inferred)
- status: present
- description: Thai pickup truck and diesel vehicle owners who handle their own engine maintenance and troubleshooting
- roles: consumer
- seniority: consumer
- pain_points: Engine running rough, hard starting or stalling after oil changes or sensor work, Black smoke, high fuel consumption and loss of power at high RPM, Intake manifold clogging and EGR-related issues causing performance drop, Uncertainty about correct oil grades, sensor replacement and when to clean components
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 61
- authenticity_basis: profile_shape_only
- credibility_score: 61
- 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_automationservice_d#35a3e577] ข้อเสียของการอุดอีจีอาร์ที่หลายๆคนอยากรู้ (https://www.tiktok.com/@automationservice_d)
- [tiktok_automationservice_d#84991cb5] original sound - automationservice_d
- [tiktok_automationservice_d#27b73302] Check out Automation service’s video! #TikTok >
- [tiktok_automationservice_d#97d63382] การทำงานของระบบน้ำทั้งระบบในรถยนต์ที่ทุกคนควรรู้
- [tiktok_automationservice_d#80091cb3] เติมน้ำมันเครื่องเกรดรวมเครื่องยนต์พังจริงไหม EP.1
- [tiktok_automationservice_d#176f842c] เทคนิควิธีขันน็อตท่อร่วมไอดี Toyota Revo
- [tiktok_automationservice_d#d7261204] ล้างท่อร่วมไอดี Toyota Revo วิ่ง 100,000 กม
- [tiktok_automationservice_d#481de6df] เครื่องยนต์พังหลังจากเปลี่ยนน้ำมันเครื่องมา

## 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=55, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=55, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=55, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=55, 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=55, 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=55, 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: 55
- audience_updated_days_ago: 55

## AI retrieval
- indexing_requests: 41
- user_triggered_requests: 1
- last_user_triggered_day: 2026-09-02
- 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_automationservice_d
- Request removal: https://koinonlink.com/claim?k=tiktok_automationservice_d
- Terms: https://koinonlink.com/for-ai