# Giant Dream-OBD ScantoolShop (@giantdreamobdscantools) on tiktok

- id: koinon:creator:tiktok_giantdreamobdscantools
- url: https://koinonlink.com/kol/tiktok/giantdreamobdscantools
- schema_version: 1.4

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

## Reach
- followers: 51025
- following: 3496
- posts_total: 1657
- 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: 0.8
- category_source: derived_from_recent_content
- topics: Thinkcar/Thinktool系列OBD扫描仪, ECU编程与K-TAG工具, 汽车故障诊断演示, 缅甸本地店铺地址与发货, 卡车/重型机械诊断设备

## Audience (inferred)
- status: present
- description: Local Myanmar auto repair technicians, ECU repair shop owners, and automotive electronics specialists
- roles: none
- seniority: practitioner
- pain_points: Lack of reliable diagnostic tools with Burmese language support, Need specialized equipment to handle complex ECU programming and sensor faults, Limited budgets but require tools that cover both 12V and 24V vehicle systems, Difficulty obtaining OEM-level scanners and parts quickly in local markets
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.3
- 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_giantdreamobdscantools#64ff8a91] #Aiလည်းပါရမယ် #မြန်မာစာ လည်းပါရမယ် #Thinkcar #Fyp #Scantool (https://www.tiktok.com/@giantdreamobdscantools)
- [tiktok_giantdreamobdscantools#15452fb6] original sound - giantdreamobdscantools
- [tiktok_giantdreamobdscantools#0c0cc4be] It is a becoming a big trend on TikTok now! Click here: aiလည်းပါရမယ်
- [tiktok_giantdreamobdscantools#98a5787e] Check out Giant Dream-OBD ScantoolShop’s video! #TikTok >
- [tiktok_giantdreamobdscantools#e093e170] လမ်းညွှန်မြေပုံ တင်ပေးထားပါတယ်ဗျ။ >>>အင်းစိန်လမ်းမ ပါရမီလမ်းဘက်မှ လာလျှင် အရှေ့ပေ(၅၀)လမ်း မီးပွိုင့်ရောက်ရင်**ညာဘက်**ချိုးပြီး ၃လမ်းမြောက်ထိ မောင်းလာပါ။ ဘယ်ဘက်ခြမ်း မာလာမြိုင်(၇)လမ်း  လိမ္မော်ရောင်တိုက်ရှိတဲ့လမ်းထဲ ဝင်လာပြီး (၄)တိုက်မြောက် ပထမထပ် ပါ။ [09666384701] >>>ဗဟိုလမ်း ပါရ

## 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=61, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=61, 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=61, 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=61, 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: 61
- audience_updated_days_ago: 61

## AI retrieval
- indexing_requests: 8
- 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_giantdreamobdscantools
- Request removal: https://koinonlink.com/claim?k=tiktok_giantdreamobdscantools
- Terms: https://koinonlink.com/for-ai