# Autoecumaster (@autoecumaster6) on tiktok

- id: koinon:creator:tiktok_autoecumaster6
- url: https://koinonlink.com/kol/tiktok/autoecumaster6
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: autoecumaster6
- platform_url: https://www.tiktok.com/@autoecumaster6
- website: www.KT200II.com
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 9614
- following: 1536
- posts_observed: 1
- 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: devtools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: KT200II ECU programmer features and use cases, ECU/TCU read-write, cloning, DTC delete, IMMO off, Workshop efficiency tools for car tuning and repair, Global dealer/reseller recruitment for KT200II
- bio: ECU Flash / Remap / DTC Delete Tools
All Car & Truck ECU Programming Device
WhatsApp[contact removed]

## Audience (inferred)
- status: present
- description: Automotive mechanics, workshop technicians, and garage owners who buy professional ECU programming and tuning tools
- roles: none
- seniority: practitioner
- pain_points: Bricked ECUs and failed checksum corrections, Time-consuming or unstable OBD/Bench reads and writes, DPF/Adblue/EGR issues that need quick off solutions, Need for reliable multi-protocol tools that work on cars and trucks
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 42
- authenticity_basis: profile_shape_only
- credibility_score: 42
- 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_autoecumaster6#bf91336a] The KT200II & KT200 PLUS is a professional ECU programming solution designed for automotive specialists and workshop environments worldwide. It provides stable and efficient performance for essential ECU operations including immobilizer solutions, fault code management, ECU data  (https://www.tiktok.com/@autoecumaster6)
- [tiktok_autoecumaster6#bd9f68d9] FRONT LEFT SPEAKER

## 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=56, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=56, 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=56, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=56, 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=56, 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=56, 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=56, method=platform_profile

## Freshness
- profile_checked_days_ago: 56
- content_analysed_days_ago: 56
- audience_updated_days_ago: 56

## 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_autoecumaster6
- Request removal: https://koinonlink.com/claim?k=tiktok_autoecumaster6
- Terms: https://koinonlink.com/for-ai