# Business Insider (@businessinsider) on tiktok

- id: koinon:creator:tiktok_businessinsider
- url: https://koinonlink.com/kol/tiktok/businessinsider
- schema_version: 1.0

## Identity
- platform: tiktok
- handle: businessinsider
- platform_url: https://www.tiktok.com/@businessinsider
- website: http://bit.ly/3WNNztG
- country: United States
- entity_type: creator
- person_id: koinon:person:tiktok_businessinsider

## Reach
- followers: 530584
- following: 14
- posts_observed: 29
- verified: false
- size_tier: kol

## Engagement
- unit_note: engagement_rate is a ratio (0-1); the interaction fields are absolute counts.

## Content
- category: software
- subcategory: ai_tools
- category_confidence: 0.4
- category_source: derived_from_discovery_path
- 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

## Audience (inferred)
- status: present
- description: General TikTok users interested in business news, manufacturing processes, workplace trends, and consumer product stories
- roles: none
- seniority: consumer
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- credibility_score: 58
- grade: C
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [tiktok_businessinsider#p0] Here's why the #curling stones made for the #Olympics are so expensive. #Scotland #granite #WinterOlympics (https://www.tiktok.com/@businessinsider)
- [tiktok_businessinsider#p1] original sound - businessinsider
- [tiktok_businessinsider#p2] It is a becoming a big trend on TikTok now! Click here: curling
- [tiktok_businessinsider#p3] Check out Business Insider’s video! #TikTok >
- [tiktok_businessinsider#p4] Search:
- [tiktok_businessinsider#p5] curling stone breaking
- [tiktok_businessinsider#p6] This mill processes thousands of trees daily to create sustainable packaging. #Cardboard #Production #Paper
- [tiktok_businessinsider#p7] how paper is made

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=1, method=follower_growth_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- 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

## AI retrieval
- indexing_requests: 1
- 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_businessinsider
- Request removal: https://koinonlink.com/claim?k=tiktok_businessinsider
- Terms: https://koinonlink.com/for-ai