{ "@context": "https://koinonlink.com/schema/creator/v1.0", "@type": "Creator", "schema_version": "1.0", "id": "koinon:creator:tiktok_businessinsider", "url": "https://koinonlink.com/kol/tiktok/businessinsider", "alternate": { "html": "https://koinonlink.com/kol/tiktok/businessinsider", "json": "https://koinonlink.com/kol/tiktok/businessinsider.json", "markdown": "https://koinonlink.com/kol/tiktok/businessinsider.md" }, "identity": { "display_name": "Business Insider", "handle": "businessinsider", "platform": "tiktok", "platform_url": "https://www.tiktok.com/@businessinsider", "website": "http://bit.ly/3WNNztG", "country": "US", "country_name": "United States", "location_text": null, "entity_type": "creator", "person_id": "koinon:person:tiktok_businessinsider", "person_id_note": null, "other_accounts": [ { "platform": "youtube", "handle": "BusinessInsider", "url": "https://koinonlink.com/kol/youtube/BusinessInsider" } ], "claimed": false, "claimed_note": "Not claimed. This says nothing about the creator — most profiles are simply not claimed yet.", "declared_accounts": [] }, "first_party": null, "reach": { "followers": 530584, "following": 14, "posts_total": null, "posts_observed": 29, "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": null, "topics": [ "制造业与生产过程", "商业趋势与小生意", "食品行业与价格波动", "职场建议与职业发展", "AI 对工作影响" ], "category": "software", "category_label": "Software", "subcategory": "ai_tools", "subcategory_label": "AI tools / agents", "category_confidence": 0.4, "category_source": "derived_from_discovery_path" }, "audience": { "status": "present", "status_note": null, "description": "General TikTok users interested in business news, manufacturing processes, workplace trends, and consumer product stories", "roles": [ "none" ], "seniority": "consumer", "pain_points": [], "posts_analysed": 40, "confidence": 0.75 }, "commercial": { "audience_buyer_fit": 0.2, "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_businessinsider#p0", "type": "creator_content", "excerpt": "Here's why the #curling stones made for the #Olympics are so expensive. #Scotland #granite #WinterOlympics", "source_url": "https://www.tiktok.com/@businessinsider", "observed_at_days_ago": 0 }, { "evidence_id": "tiktok_businessinsider#p1", "type": "creator_content", "excerpt": "original sound - businessinsider", "source_url": null, "observed_at_days_ago": 0 }, { "evidence_id": "tiktok_businessinsider#p2", "type": "creator_content", "excerpt": "It is a becoming a big trend on TikTok now! Click here: curling", "source_url": null, "observed_at_days_ago": 0 }, { "evidence_id": "tiktok_businessinsider#p3", "type": "creator_content", "excerpt": "Check out Business Insider’s video! #TikTok >", "source_url": null, "observed_at_days_ago": 0 }, { "evidence_id": "tiktok_businessinsider#p4", "type": "creator_content", "excerpt": "Search:", "source_url": null, "observed_at_days_ago": 0 }, { "evidence_id": "tiktok_businessinsider#p5", "type": "creator_content", "excerpt": "curling stone breaking", "source_url": null, "observed_at_days_ago": 0 }, { "evidence_id": "tiktok_businessinsider#p6", "type": "creator_content", "excerpt": "This mill processes thousands of trees daily to create sustainable packaging. #Cardboard #Production #Paper", "source_url": null, "observed_at_days_ago": 0 }, { "evidence_id": "tiktok_businessinsider#p7", "type": "creator_content", "excerpt": "how paper is made", "source_url": null, "observed_at_days_ago": 0 } ], "provenance": [ { "field": "audience.description", "source_type": "ai_inferred", "confidence": 0.75, "freshness_days": 0, "method": "llm_persona_from_recent_content", "evidence_ids": [ "tiktok_businessinsider#p0", "tiktok_businessinsider#p1", "tiktok_businessinsider#p2", "tiktok_businessinsider#p3", "tiktok_businessinsider#p4", "tiktok_businessinsider#p5" ] }, { "field": "audience.roles", "source_type": "ai_inferred", "confidence": 0.75, "freshness_days": 0, "method": "llm_persona_from_recent_content", "evidence_ids": [ "tiktok_businessinsider#p0", "tiktok_businessinsider#p1", "tiktok_businessinsider#p2", "tiktok_businessinsider#p3", "tiktok_businessinsider#p4", "tiktok_businessinsider#p5" ] }, { "field": "audience.seniority", "source_type": "ai_inferred", "confidence": 0.75, "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": 1, "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": 1, "method": "platform_profile" } ], "freshness": { "profile_checked_days_ago": 1, "content_analysed_days_ago": 0, "audience_updated_days_ago": 0, "generated_at": "2026-09-01T15:23:33.523Z" }, "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/software" }, "license": { "terms": "https://koinonlink.com/for-ai", "attribution": "Koinon Link", "claim_url": "https://koinonlink.com/claim?k=tiktok_businessinsider", "removal_url": "https://koinonlink.com/claim?k=tiktok_businessinsider" } }