# Sotheby’s Institute (@sothebysinstitute) on tiktok

- id: koinon:creator:tiktok_sothebysinstitute
- url: https://koinonlink.com/kol/tiktok/sothebysinstitute
- schema_version: 1.2

## Identity
- platform: tiktok
- handle: sothebysinstitute
- platform_url: https://www.tiktok.com/@sothebysinstitute
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 67774
- following: 8
- posts_total: 183
- posts_observed: 3
- verified: false
- size_tier: koc

## 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: software
- category_confidence: 0.9
- category_source: derived_from_discovery_path
- topics: Art history and analysis of specific works/artists, Luxury business, brands, and market evolution, Sotheby's Institute programs, events, and student opportunit, Auctions, collectors, and art world infrastructure, Historical figures in art dealing and collecting

## Audience (inferred)
- status: present
- description: Art history students, aspiring art professionals, and luxury business enthusiasts seeking educational content on the art market and related careers
- roles: consumer
- seniority: learner
- pain_points: Accessing specialized art history and business education beyond basic university offerings, Understanding the practical mechanics of auctions, galleries, and the art market ecosystem, Building connections with employers and networks in the competitive art world, Keeping up with historical context and trends in luxury, design, and collecting
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 63
- authenticity_basis: profile_shape_only
- credibility_score: 63
- 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_sothebysinstitute#171ea4a0] The Sotheby’s Institute of Art Library has over 20,000 titles onsite, including monographs and exhibition catalogues across our London and New York campuses.   Here are some of Sotheby’s Institute of Art-New York Head Librarian and Capstone Director Leo Krakowsky’s top picks from (https://www.tiktok.com/@sothebysinstitute)
- [tiktok_sothebysinstitute#64489b41] original sound - sothebysinstitute
- [tiktok_sothebysinstitute#adf0abe3] It is a becoming a big trend on TikTok now! Click here: sothebysinstitute
- [tiktok_sothebysinstitute#c16a36a7] Check out Sotheby’s Institute’s video! #TikTok >
- [tiktok_sothebysinstitute#20f0c1c4] Is Paul Poiret the inventor of the luxury brand as we know it today?   Sotheby’s Institute of Art Program Director, MA Luxury Business Dr. Mary Davis explains how Poiret set the precedent for the modern luxury brand as an enterprise that mixe

## 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=42, 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=42, 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=42, method=platform_profile

## Freshness
- profile_checked_days_ago: 42
- 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_sothebysinstitute
- Request removal: https://koinonlink.com/claim?k=tiktok_sothebysinstitute
- Terms: https://koinonlink.com/for-ai