{ "@context": "https://koinonlink.com/schema/creator/v1.0", "@type": "Creator", "schema_version": "1.0", "id": "koinon:creator:tiktok_tnntechreports", "url": "https://koinonlink.com/kol/tiktok/tnntechreports", "alternate": { "html": "https://koinonlink.com/kol/tiktok/tnntechreports", "json": "https://koinonlink.com/kol/tiktok/tnntechreports.json", "markdown": "https://koinonlink.com/kol/tiktok/tnntechreports.md" }, "identity": { "display_name": "TNN Tech", "handle": "tnntechreports", "platform": "tiktok", "platform_url": "https://www.tiktok.com/@tnntechreports", "website": "https://www.tnnthailand.com/tech/", "country": "TH", "country_name": "Thailand", "location_text": null, "entity_type": "creator", "person_id": null, "person_id_note": "Cross-platform identity not resolved for this creator.", "other_accounts": [] }, "reach": { "followers": 770144, "following": 231, "posts_total": null, "posts_observed": 1, "account_age_days": null, "posts_per_day": null, "verified": false, "size_tier": "kol" }, "engagement": { "engagement_rate": null, "avg_interactions_per_post": null, "best_post_interactions": null, "unit_note": "engagement_rate is a ratio (0-1); the interaction fields are absolute counts." }, "content": { "bio": "เติมอาหารสมองในโลกดิจิทัล รู้ทันเทรนด์เทคโนโลยีไปพร้อมกับ TNN Tech", "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" ], "category": "entertainment", "category_label": "Entertainment", "subcategory": "edu_science", "subcategory_label": "Education & science", "category_confidence": 0.85, "category_source": "derived_from_recent_content" }, "audience": { "status": "present", "status_note": null, "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": { "audience_buyer_fit": 0.1, "promotion_intent": 0.1, "open_to_collaboration": false, "contact": null, "contact_note": "Koinon does not publish creator contact details." }, "quality": { "authenticity_score": 58, "credibility_score": 58, "grade": "C", "anomaly_flags": [], "interpretation": "Signals for triage, not verdicts. A flag means the profile is worth a manual check." }, "evidence": [ { "evidence_id": "tiktok_tnntechreports#p0", "type": "creator_content", "excerpt": "“เครื่องบินไฟฟ้า” ลำใหญ่สุดในโลก ทดสอบบินสำเร็จเป็นครั้งแรก #เครื่องบินไฟฟ้า #HeartAerospace #X1 #ES30 #เทคโนโลยีการบิน #TNNtech", "source_url": "https://www.tiktok.com/@tnntechreports", "observed_at_days_ago": 0 }, { "evidence_id": "tiktok_tnntechreports#p1", "type": "creator_content", "excerpt": "original sound - tnntechreports", "source_url": null, "observed_at_days_ago": 0 }, { "evidence_id": "tiktok_tnntechreports#p2", "type": "creator_content", "excerpt": "It is a becoming a big trend on TikTok now! Click here: เครื่องบินไฟฟ้า", "source_url": null, "observed_at_days_ago": 0 }, { "evidence_id": "tiktok_tnntechreports#p3", "type": "creator_content", "excerpt": "Check out TNN Tech’s video! #TikTok >", "source_url": null, "observed_at_days_ago": 0 }, { "evidence_id": "tiktok_tnntechreports#p4", "type": "creator_content", "excerpt": "“Honda” ปล่อยคลิปเทคโนโลยีใหม่ แต่คนแห่สนใจ “ทรงผม” หัวหน้าวิศวกร เป๊ะปัง เหมือนหลุดจากอนิเมะ #Honda #ADAS #เทคโนโลยีรถยนต์ #ยานยนต์ #TNNTech", "source_url": null, "observed_at_days_ago": 0 }, { "evidence_id": "tiktok_tnntechreports#p5", "type": "creator_content", "excerpt": "Search:", "source_url": null, "observed_at_days_ago": 0 }, { "evidence_id": "tiktok_tnntechreports#p6", "type": "creator_content", "excerpt": "honda chief engineer", "source_url": null, "observed_at_days_ago": 0 }, { "evidence_id": "tiktok_tnntechreports#p7", "type": "creator_content", "excerpt": "“หุ่นยนต์จีน” ทำลายสถิติ “ยูเซน โบลต์” วิ่ง 100 เมตรเร็วที่สุดในโลก #หุ่นยนต์ #ยูเซนโบลต์ #หุ่นยนต์จีน #TiangongUltra #WorldHumanoidRobot #tnntech", "source_url": null, "observed_at_days_ago": 0 } ], "provenance": [ { "field": "audience.description", "source_type": "ai_inferred", "confidence": 0.6, "freshness_days": 0, "method": "llm_persona_from_recent_content", "evidence_ids": [ "tiktok_tnntechreports#p0", "tiktok_tnntechreports#p1", "tiktok_tnntechreports#p2", "tiktok_tnntechreports#p3", "tiktok_tnntechreports#p4", "tiktok_tnntechreports#p5" ] }, { "field": "audience.roles", "source_type": "ai_inferred", "confidence": 0.6, "freshness_days": 0, "method": "llm_persona_from_recent_content", "evidence_ids": [ "tiktok_tnntechreports#p0", "tiktok_tnntechreports#p1", "tiktok_tnntechreports#p2", "tiktok_tnntechreports#p3", "tiktok_tnntechreports#p4", "tiktok_tnntechreports#p5" ] }, { "field": "audience.seniority", "source_type": "ai_inferred", "confidence": 0.6, "freshness_days": 0, "method": "llm_persona_from_recent_content" }, { "field": "commercial.audience_buyer_fit", "source_type": "ai_inferred", "confidence": 0.6, "freshness_days": 0, "method": "llm_scorer", "note": "Relative signal within Koinon indexing, not a market-wide score." }, { "field": "commercial.promotion_intent", "source_type": "ai_inferred", "confidence": 0.6, "freshness_days": 0, "method": "llm_scorer" }, { "field": "quality.anomaly_flags", "source_type": "heuristic", "confidence": 0.5, "freshness_days": 35, "method": "follower_growth_and_engagement_ratio_heuristic", "note": "Means \"worth a manual check\", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person." }, { "field": "reach.followers", "source_type": "observed", "confidence": 0.95, "freshness_days": 35, "method": "platform_profile" } ], "freshness": { "profile_checked_days_ago": 35, "content_analysed_days_ago": 0, "audience_updated_days_ago": 0, "generated_at": "2026-09-01T12:30:24.839Z" }, "retrieval": { "indexing_requests": 1, "user_triggered_requests": 0, "last_user_triggered_day": null, "note": "Being indexed in bulk is not the same as being retrieved to answer a question." }, "relationships": { "platform_entity": "https://koinonlink.com/creators/tiktok", "category_entity": "https://koinonlink.com/product-category/entertainment" }, "license": { "terms": "https://koinonlink.com/for-ai", "attribution": "Koinon Link", "claim_url": "https://koinonlink.com/claim?k=tiktok_tnntechreports", "removal_url": "https://koinonlink.com/claim?k=tiktok_tnntechreports" } }