# Ko Htet (OBD Scan Tools ) (@kohtetobd) on tiktok

- id: koinon:creator:tiktok_kohtetobd
- url: https://koinonlink.com/kol/tiktok/kohtetobd
- schema_version: 1.4

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

## Reach
- followers: 22708
- following: 1657
- posts_total: 1583
- posts_observed: 1
- 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: software
- subcategory: devtools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: OBD2 scan tools and diagnostics, Car and heavy vehicle repair techniques, Specific tool brands like Mucar, Autel, XTOOL, EV battery and charger repairs, Workshop equipment recommendations

## Audience (inferred)
- status: present
- description: Myanmar car mechanics and auto workshop technicians using OBD scan tools
- roles: none
- seniority: practitioner
- pain_points: Finding affordable and reliable OBD scanners for various car models, Diagnosing complex issues in heavy vehicles and EVs, Keeping up with new diagnostic tool features and updates, Accessing practical repair knowledge shared in local language
- posts_analysed: 14
- confidence: 0.4

## 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: 57
- authenticity_basis: profile_shape_only
- credibility_score: 57
- 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_kohtetobd#b13c1218] #kohtetobdmyanmar #ကားကြီးယန္တရားပြုပြင်ဆရာများ #ကားကြီးသမားများ #fyp #ယန္တယားစက်ကြီးတွေ (https://www.tiktok.com/@kohtetobd)
- [tiktok_kohtetobd#b596faae] original sound - kohtetobd
- [tiktok_kohtetobd#681d3687] It is a becoming a big trend on TikTok now! Click here: kohtetobdmyanmar
- [tiktok_kohtetobd#86614ec1] Check out Ko Htet (OBD Scan Tools )’s video! #TikTok >
- [tiktok_kohtetobd#fd22c669] #kohtetobdmyanmar #OBDscantools
- [tiktok_kohtetobd#20122f2b] original sound - moedeemusic
- [tiktok_kohtetobd#117348ec] Mucar 682 (2026)#kohtetobdmyanmar #ကားဝါယာရိန်းဆရာလေးပါ #foryou #fyp #ကားဝပ်ရှော့သမားလေးပါ #obd2 #Thinkcar #MUCAR682
- [tiktok_kohtetobd#e84a5658] Euro Expert #soueastservice #kohtetobdmyanmar #obd2 #ကားဝပ်ရှော့သမားလေးပါ #ကားပြုပြင်ချင်းပညာရပ်များမျှဝေချင်း #ကားဆရာညီကိုများအားလုံးဘေးရန်ကင်းပါစေ #ကားဝပ်ရှော့ #obdscanner #CheckEngine #foryou #fyp #ECU #autoservicemyanmar

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=53, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=53, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=53, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=53, 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=53, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=92, 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=53, 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=92, 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=92, method=platform_profile

## Freshness
- profile_checked_days_ago: 92
- content_analysed_days_ago: 53
- audience_updated_days_ago: 53

## AI retrieval
- indexing_requests: 13
- 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_kohtetobd
- Request removal: https://koinonlink.com/claim?k=tiktok_kohtetobd
- Terms: https://koinonlink.com/for-ai