# TNN Tech (@tnntechreports) on tiktok

- id: koinon:creator:tiktok_tnntechreports
- url: https://koinonlink.com/kol/tiktok/tnntechreports
- schema_version: 1.2

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

## Reach
- followers: 770144
- following: 231
- posts_observed: 1
- verified: false
- size_tier: kol

## 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: entertainment
- subcategory: edu_science
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: 电动飞机与汽车新技术, 人形机器人与仿生机器人, 太空探索与NASA相关新闻, 太阳能与可持续交通工具, 救援与特殊用途创新设备
- bio: เติมอาหารสมองในโลกดิจิทัล รู้ทันเทรนด์เทคโนโลยีไปพร้อมกับ TNN Tech

## Audience (inferred)
- status: present
- description: Thai TikTok users who enjoy short clips about cool new technology, gadgets, robots and innovations as casual viewing
- roles: consumer
- seniority: consumer
- pain_points: 很难跟上快速变化的科技新闻和病毒式小视频, 想看有趣的硬件和机器人演示但找不到可靠来源, 对太空、电动交通和未来科技的好奇心需要持续满足
- posts_analysed: 16
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.1
- 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_tnntechreports#ee08adfc] “เครื่องบินไฟฟ้า” ลำใหญ่สุดในโลก ทดสอบบินสำเร็จเป็นครั้งแรก #เครื่องบินไฟฟ้า #HeartAerospace #X1 #ES30 #เทคโนโลยีการบิน #TNNtech (https://www.tiktok.com/@tnntechreports)
- [tiktok_tnntechreports#6d3a6504] original sound - tnntechreports
- [tiktok_tnntechreports#dd14d96f] It is a becoming a big trend on TikTok now! Click here: เครื่องบินไฟฟ้า
- [tiktok_tnntechreports#75d1627d] Check out TNN Tech’s video! #TikTok >
- [tiktok_tnntechreports#d6ae49b0] “Honda” ปล่อยคลิปเทคโนโลยีใหม่ แต่คนแห่สนใจ “ทรงผม” หัวหน้าวิศวกร เป๊ะปัง เหมือนหลุดจากอนิเมะ  #Honda #ADAS #เทคโนโลยีรถยนต์ #ยานยนต์ #TNNTech
- [tiktok_tnntechreports#6b7e645e] Search:
- [tiktok_tnntechreports#45ec537e] honda chief engineer
- [tiktok_tnntechreports#8810e150] “หุ่นยนต์จีน” ทำลายสถิติ “ยูเซน โบลต์” วิ่ง 100 เมตรเร็วที่สุดในโลก #หุ่นยนต์ #ยูเซนโบลต์ #หุ่นยนต์จีน #TiangongUltra #WorldHumanoidRobot #tnntech

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=1, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=1, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=1, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=1, 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=1, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=36, 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=1, 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=36, 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=36, method=platform_profile

## Freshness
- profile_checked_days_ago: 36
- content_analysed_days_ago: 1
- audience_updated_days_ago: 1

## AI retrieval
- indexing_requests: 2
- 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_tnntechreports
- Request removal: https://koinonlink.com/claim?k=tiktok_tnntechreports
- Terms: https://koinonlink.com/for-ai