# Bloomberg Business (@bloombergbusiness) on tiktok

- id: koinon:creator:tiktok_bloombergbusiness
- url: https://koinonlink.com/kol/tiktok/bloombergbusiness
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: bloombergbusiness
- platform_url: https://www.tiktok.com/@bloombergbusiness
- website: https://smartlink.bio/t/bloombergbusiness
- country: United States
- entity_type: creator
- person_id: koinon:person:tiktok_bloombergbusiness

## Reach
- followers: 1095716
- following: 36
- posts_observed: 103
- 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: finance
- subcategory: investing
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI and tech industry developments, stock market movements and earnings, CEO interviews and corporate strategy, macro economy, Fed policy and interest rates, prediction markets and fintech, global business and energy transition

## Audience (inferred)
- status: present
- description: TikTok users interested in business, finance, markets and tech news, including retail investors, young professionals and students
- roles: consumer, general_ai
- seniority: consumer
- pain_points: navigating volatile stock markets and investment risks, understanding rapid AI developments and their business impact, keeping up with economic data, interest rates and inflation, evaluating company earnings and CEO strategies amid uncertainty
- posts_analysed: 100
- confidence: 0.9

## 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_bloombergbusiness#d2cb2a81] Chevron CEO Mike Wirth says the plan to invest $7 billion over the next five years through its joint venture partnerships to more than double crude production in Venezuela is "good for the entire region." #oil #gas #business #Venezuela #Chevron (https://www.tiktok.com/@bloombergbusiness)
- [tiktok_bloombergbusiness#25587403] original sound - bloombergbusiness
- [tiktok_bloombergbusiness#01d6a94b] It is a becoming a big trend on TikTok now! Click here: oil
- [tiktok_bloombergbusiness#0df67c6c] Check out Bloomberg Business’s video! #TikTok >
- [tiktok_bloombergbusiness#fffd8b39] "We should have started banking consolidation in Europe, and especially in Germany, 25 years ago." Martin Blessing, Germany's Commissioner for Foreign Investment, tells Guy Johnson and Tom Mackenzie that UniCredit currently has a "good hand" in its negotiations to take over Comme
- [tiktok_bloombergbusiness#6b7e645e] Search:
- [tiktok_bloombergbusiness#f7a7fab4] commerzbank unicredit
- [tiktok_bloombergbusiness#c67d7139] US Commerce Secretary Howard Lutnick said that Anthropi

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

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=32, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=32, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=32, 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=2, 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=0, 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=2, 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=2, method=platform_profile

## Freshness
- profile_checked_days_ago: 2
- content_analysed_days_ago: 0
- audience_updated_days_ago: 32

## 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_bloombergbusiness
- Request removal: https://koinonlink.com/claim?k=tiktok_bloombergbusiness
- Terms: https://koinonlink.com/for-ai