Your Profile & Influence

Share your collector relationships and help us understand your reach

Basic Information

Name / Organization

Role

Primary Location

📷 Instagram Account (Required) +5 PTS

✓ Linking your Instagram verifies your identity and makes your profile public
✓ Your feed will display on your public profile page
✓ Increases discoverability by 340% on average

Website (Optional)

Museum Exhibitions & Acquisitions

📊 This information helps us understand your institutional recognition and career trajectory

Museum Name

Enter the full museum name

Type

Exhibition/Acquisition Title

Year

Additional Details

Collector Relationships

🤝 Share information about collectors who own your work. This helps us map influence patterns and market trends. All data is confidential.

Collector Information

Collector Name (Optional)

You can keep this anonymous if preferred

Is this collector in the Top 200?

This significantly impacts influence scoring

Collector Location

This helps us map geographic influence

How did you meet this collector?

Specific Fair, Event, or Additional Context

Where exactly did this connection happen?

Year of First Acquisition

Number of Works Acquired

Acquisition Type

Hold Ctrl/Cmd to select multiple

Additional Notes

📅 Annual Programming

📊 Track your exhibition and event activity - this measures your cultural production

Year

Solo Exhibitions Presented

How many solo artist exhibitions did you present this year?

Group Exhibitions Presented

Artist Talks & Panel Discussions

Collector Events Hosted

Private dinners, VIP previews, collector walkthroughs, etc.

Publications Produced

👥 Curator & Professional Visits

🎯 Document curator visits to your gallery/studio - these are direct indicators of institutional interest

Curator Name

Institution

Curator Title/Department

This helps us understand the level of interest

Visit Date

Purpose of Visit

Artists/Works Reviewed

Follow-up Activity

👣 Event Foot Traffic

📈 Track attendance at your openings and events - this measures your community reach

Event Name

Event Type

Date

Total Attendance

Approximate total number of people who attended

Notable Attendees

Who came that was significant? Museums curators, known collectors, press, etc.

Press/Media Present

📰 Press Coverage

📢 Document media coverage - this amplifies your visibility and credibility

Publication

Publication Tier

Article Type

Article Title

Publication Date

Article Link (if available)

Artists/Exhibitions Featured

📚 Publications & Scholarship

📖 Track books, monographs, catalogue essays, and scholarly writing about your work - these establish your historical and critical significance

Publication Type

Title

Author(s)/Editor(s)

Names of critics, scholars, curators who authored the text

Publisher

Publisher reputation significantly impacts scoring

Journal/Publication Name

Year Published

ISBN or DOI (if available)

Page Count / Length

Helps assess depth of scholarship

Academic Citations (if known)

From Google Scholar or similar - indicates scholarly impact

Description / Significance

Link to Publication (if available)

🖼️ Print Editions & Printmaking

🎨 Document your print editions and collaborations with printmaking studios - working with prestigious print houses is a significant career marker

Print Studio/Publisher

Print studio reputation is a major factor in valuation and credibility

Print Title

Year Created

Printing Technique

Edition Size

Total number of prints in the edition

Master Printer

Working with renowned master printers adds credibility

Print Dimensions

Institutional Collections

Distribution/Representation

Additional Notes

🎓 Academic Engagement & Lectures

🗣️ Teaching, lectures, and academic appointments establish you as a thought leader

Activity Type

Institution/Organization

Institution Prestige

Year

Topic/Focus

Duration

🎨 Studio Visits (For Artists)

👁️ Track who's coming to see your work - studio visits often lead to opportunities

Visitor Type

Visitor Name (Optional)

Visitor Affiliation

Museum, gallery, or organization they represent

Visit Date

How did they discover your work?

Outcome/Follow-up

Notes

🏆 Awards, Residencies & Commissions

⭐ Recognition and professional development opportunities

Type

Name of Award/Program/Commission

Granting Organization

Year

Prestige Level

Description

📱 Digital Presence & Public Profile

💻 Your Instagram is your public face on the Art Ecosystem platform. Make it count!

📷 Instagram Account (Public) VERIFIED ✓

Connected: @yourgallery

✓ 52,384 followers
✓ 3.8% engagement rate
✓ Profile visible on public directory
✓ Feed displays on your page
✓ Earning +5 influence points

Website URL (Optional)

Your website link will appear on your public profile

📊 Additional Metrics (Optional)

These help us understand your digital reach but are not displayed publicly

Website Monthly Visitors

Email Newsletter Subscribers

Newsletter Open Rate

Average percentage of subscribers who open emails

Influence Scoring System

Proprietary algorithm ranking based on market position, collector relationships, and institutional recognition

🤖 AI-Powered Dynamic Scoring System

ADAPTIVE ALGORITHM ARCHITECTURE

Our proprietary scoring system uses machine learning to continuously validate, adapt, and strengthen predictions based on real-world outcomes. Every entity—museums, galleries, publishers, schools, fairs—maintains a dynamic credibility score that adjusts based on market performance and predictive accuracy.

🔄 Continuous Learning Cycle:
1. Data Collection: Platform captures all stakeholder inputs (curator visits, exhibitions, publications, etc.)
2. Prediction Generation: Algorithm predicts outcomes (museum acquisitions, retrospectives, career trajectory)
3. Outcome Validation: System monitors actual results over 6-24 months
4. Weight Adjustment: AI adjusts entity weights and metric importance based on predictive accuracy
5. Algorithm Refinement: Model retrains quarterly with updated data

📊 Entity Credibility Scoring:
Every institution, publication, school, and organization receives a dynamic credibility score (0-100) based on:
• Historical impact on artist careers (tracked outcomes)
• Current market relevance (trending influence)
• Predictive power (correlation between engagement and success)
• Peer recognition (cross-validation with other entities)
• Temporal stability (consistency over time vs. emerging vs. declining)

🎯 Predictive Validation Examples:
• Artist with 12+ Tier 1 curator visits → System predicts 78% chance of museum acquisition within 18 months → Actual outcome tracked → Weight adjusted
• Gallery hosts 50+ curator visits annually → Predicted to place 8+ artists in museum shows → Actual placements monitored → Credibility score updated
• Artist publishes Tier 1 monograph → Predicted 89% chance of retrospective within 5 years → Outcome validated → Publisher weight confirmed or adjusted

⚡ Market Adaptation Mechanisms:
• Trend Detection: AI identifies shifting patterns (e.g., "Frieze LA becoming more influential than expected")
• Emerging Entity Recognition: New galleries/publishers automatically assigned provisional weights, refined based on outcomes
• Declining Entity Detection: System flags entities losing influence (e.g., reduced correlation between their validation and career outcomes)
• Geographic Shifts: Monitors changing importance of art markets (e.g., Hong Kong vs. New York vs. emerging markets)
• Medium-Specific Trends: Adapts to changing importance of different mediums, techniques, or practices

🔬 Entity Weight Adjustments (Last Quarter):
• The Shed (NYC): Credibility increased from 72 → 79 (strong career outcomes for featured artists)
• Paris+ Art Fair: Weight increased from 68 → 74 (higher collector conversion than predicted)
• Certain Regional Museum: Decreased from 65 → 58 (lower career correlation than Tier 3 average)
• JRP|Ringier Publishing: Increased from 76 → 81 (artists with their publications showing strong biennial participation)
• ICA Miami: Increased from 61 → 70 (emerging influence, strong curator pipeline)

📈 System Performance Metrics:
• Overall Predictive Accuracy: 84.7% (Q4 2024)
• Museum Acquisition Prediction: 87.2% accurate
• Retrospective Prediction (5yr window): 89.1% accurate
• Top Collector Interest Prediction: 81.5% accurate
• Career Trajectory Scoring: 83.8% accurate
• Model continuously improves: +2.3% accuracy improvement per year

The system doesn't just score—it learns, adapts, and predicts.

🏛️ Entity Credibility Database

Comprehensive Entity Weighting System
Every institution, publication, school, gallery, and organization is continuously evaluated and weighted. Scores are dynamic and adjust based on validated outcomes.

🏛️ Museums (Tier 1)

MoMA 97.8 ↑ 0.3

Tate Modern 96.5 ↑ 0.1

Guggenheim 95.2 —

Whitney Museum 94.8 ↑ 0.5

Centre Pompidou 93.7 —

📚 Publishers (Tier 1)

Phaidon Press 96.2 —

Rizzoli International 94.8 ↑ 0.2

Thames & Hudson 93.5 —

Yale University Press 92.9 ↑ 0.4

Hatje Cantz 91.7 —

🖼️ Print Studios (Tier 1)

Crown Point Press 98.1 —

ULAE 97.3 —

Gemini G.E.L. 96.8 —

Tamarind Institute 95.2 —

Two Palms 93.6 ↑ 1.2

🎓 Art Schools (Tier 1)

Yale School of Art 98.5 —

Royal College of Art 97.2 —

CalArts 95.8 —

RISD 95.1 ↑ 0.3

Goldsmiths 93.9 —

🎪 Art Fairs

Art Basel (Basel) 98.9 —

Art Basel Miami 97.5 —

Frieze London 95.3 —

TEFAF Maastricht 94.7 —

Paris+ (fmr FIAC) 74.2 ↑ 6.1

📖 Journals

October 98.2 —

Artforum International 96.8 —

Frieze Magazine 94.5 ↑ 0.4

Burlington Magazine 93.1 —

Art in America 91.7 ↓ 0.8

🔄 Recent Weight Adjustments & Market Signals

↑ RISING INFLUENCE:
• Paris+ Art Fair (+6.1 points): Stronger collector conversion and institutional curator attendance than predicted. Now weighted as emerging Tier 1.
• ICA Miami (+9 points): Exceptional career outcomes for featured artists. Multiple artists went on to major museum shows within 18 months.
• Two Palms Press (+1.2 points): Print editions consistently acquired by museums at above-expected rates.
• Yale University Press (+0.4 points): Books correlating with strong biennial participation rates.

↓ DECLINING INFLUENCE:
• Art in America (-0.8 points): Features correlating less with career outcomes vs. historical baseline.
• Certain Regional Fair (-4.2 points): Lower collector quality and reduced curator attendance vs. expectations.

📊 MARKET TREND DETECTED:
• Miami art scene strengthening: ICA Miami, Bass Museum, Rubell Museum all showing increased influence. Algorithm adjusting Miami curator visit weights upward.
• Digital-first publications gaining: Hyperallergic and Artsy features showing surprising correlation with emerging collector interest. Provisional weight increase applied.
• Regional fair circuit evolving: Certain smaller fairs showing disproportionate institutional curator attendance. Under evaluation for tier reclassification.

🗺️ United States Market Intelligence: Regional & State Rankings

Geographic Market Distribution & Influence Mapping
Comprehensive breakdown of collector concentration, gallery influence, and institutional strength across US regions and states. Data updated in real-time as entities submit information.

📍 Northeast Region

Top 50 Collectors: 142

Top 200 Collectors: 387

Tier 1 Galleries: 67

Avg Gallery Score: 78.4

Market Share: 58.2%

📍 West Region

Top 50 Collectors: 76

Top 200 Collectors: 198

Tier 1 Galleries: 34

Avg Gallery Score: 72.8 ↑ 2.1

Market Share: 27.4%

📍 Southeast Region

Top 50 Collectors: 23

Top 200 Collectors: 67

Tier 1 Galleries: 8

Avg Gallery Score: 68.2 ↑ 3.8

Market Share: 8.9%

📍 Midwest Region

Top 50 Collectors: 12

Top 200 Collectors: 34

Tier 1 Galleries: 5

Avg Gallery Score: 65.7

Market Share: 5.5%

🏆 Top States by Market Influence

Rank	State	Top 50 Collectors	Top 200 Collectors	Tier 1 Galleries	Composite Score	Trend
1	New York	112	298	52	98.2 🏆	→ Stable
New York State Deep Dive Top Collectors (Top 50): New York City: 108 collectors Westchester County: 2 collectors Southampton/Hamptons: 2 collectors Top Tier 1 Galleries: Gagosian (99.2) David Zwirner (97.8) Pace Gallery (92.7) Hauser & Wirth (95.4) Marian Goodman (91.3) Key Neighborhoods: Chelsea: 28 Tier 1/2 galleries Upper East Side: 12 galleries Tribeca: 8 galleries Lower East Side: 6 galleries Market Activity: 2,847 curator visits (2024) 456 museum acquisitions tied to state 89% of Top 50 collectors active $2.3B+ estimated annual volume
2	California	68	176	31	92.8 🏆	↑ Rising
California State Deep Dive Geographic Distribution: Los Angeles: 52 Top 50 collectors San Francisco: 11 Top 50 collectors San Diego: 3 Top 50 collectors Santa Barbara: 2 Top 50 collectors Top LA Galleries: Gagosian LA (98.1) Hauser & Wirth LA (94.2) David Kordansky (89.7) Blum & Poe (87.5) Regen Projects (86.3) Emerging Markets: Arts District: 18 new galleries (2022-24) Culver City: Gallery corridor expanding Downtown LA: 12 emerging spaces SF Mission District: Growth hub Trend Indicators: +14% collector growth (2023-24) Frieze LA impact: Strong Tech collector influx ongoing West Coast influence rising
3	Florida	21	61	7	76.4	↑↑ Surging
4	Connecticut	18	47	3	71.2	→ Stable
5	Massachusetts	14	38	8	69.8	→ Stable
6	Illinois	11	28	5	65.3	→ Stable
7	Texas	9	24	4	63.7	↑ Rising
8	Pennsylvania	8	21	4	61.9	→ Stable
9	New Jersey	7	18	2	58.4	→ Stable
10	Washington	6	16	3	57.1	↑ Rising

🏙️ Major Metro Market Analysis

New York City

98.9

Global Capital

Top 50 Collectors: 108

Tier 1 Galleries: 47

Major Institutions: 12

Annual Acquisitions: 389

Los Angeles

89.3

Rising Power ↑

Top 50 Collectors: 52

Tier 1 Galleries: 23

Major Institutions: 8

YoY Growth: +14.2%

Miami

72.8

Emerging Hub ↑↑

Top 50 Collectors: 18

Tier 1 Galleries: 5

Basel Impact: Extreme

YoY Growth: +28.7%

Chicago

64.2

Midwest Leader

Top 50 Collectors: 9

Tier 1 Galleries: 4

Major Institutions: 3

Regional Hub: Strong

San Francisco

68.9

Tech Collectors

Top 50 Collectors: 11

Tier 1 Galleries: 6

Tech Influence: 67%

Emerging Focus: High

Boston

61.7

Institutional Strong

Top 50 Collectors: 7

Tier 1 Galleries: 3

Major Institutions: 5

Academic Ties: Very High

📊 Key Regional Trends & Market Signals

🔥 Hottest Markets (2024-2025):

Miami, FL: +28.7% growth - Art Basel effect, Latin American collector influx, Design District expansion
Los Angeles, CA: +14.2% growth - Frieze LA impact, gallery migration from NY, tech wealth
Austin, TX: +19.3% growth - Tech exodus bringing collectors, emerging gallery scene
Nashville, TN: +12.8% growth - Frist Art Museum expansion, new collector class

📉 Declining Markets:

Detroit, MI: -3.2% - Gallery closures, collector exodus
Phoenix, AZ: -1.8% - Stagnant institutional growth
Note: Most markets stable or growing; declines rare and modest

🎯 Emerging Markets to Watch:

Denver, CO: Growing collector base, MCA expansion
Seattle, WA: Tech wealth converting to art patronage
Charleston, SC: Spoleto Festival impact, boutique galleries
Santa Fe, NM: Consistent niche market, high-end collectors

💡 Strategic Insights:

Miami now 3rd most important US market (was 7th in 2019)
Tech wealth (SF, Seattle, Austin) creating new collector demographics
Gallery migration: NY→LA trend accelerating
Regional fairs gaining legitimacy vs. traditional NY/LA dominance

🎯 Prediction Validation Cycle

Example: Artist Score 85.3 (Oct 2023)
System Predictions:
• 82% chance of museum acquisition within 18 months
• 65% chance of Top 200 collector acquisition
• 45% chance of biennial participation within 3 years

Actual Outcomes (Validated April 2025):
✅ Museum acquisition: YES (ICA Boston, 14 months)
✅ Top 200 collector: YES (2 collectors, 16 months)
⏳ Biennial: Pending (invited to Whitney 2026)

Algorithm Response:
• Validation accuracy: 100% (2/2 predictions correct so far)
• ICA Boston credibility score: confirmed at 89.2
• Curator visit weight: maintained at current level
• Biennial prediction confidence: increased from 45% → 62% based on invitation

📈 Metric Weight Evolution

Curator Visit Weight Changes:

2023 Q1	5.0 pts	Baseline
2024 Q1	5.3 pts	+6%
2025 Q1	5.7 pts	+14%

Rationale: Higher-than-expected correlation between curator visits and acquisitions. AI increased weight.

Social Media Weight Changes:

2023 Q1	8.0 pts	Baseline
2024 Q1	7.2 pts	-10%
2025 Q1	6.8 pts	-15%

Rationale: Lower correlation with institutional outcomes than expected. AI decreased weight in favor of in-person interactions.

🔬 New Entity Onboarding

Example: New Gallery "Gallery X" (Est. 2023)

Initial Assignment:
• Provisional score: 55.0 (Emerging Tier 3)
• Based on: Location, founder credentials, initial roster
• Confidence level: Low (insufficient data)

6-Month Review:
• 12 documented curator visits (8 Tier 1/2)
• 2 artists placed in group museum shows
• Strong collector engagement at fairs
• Score adjustment: 55.0 → 68.5 (+13.5)

18-Month Review:
• Consistent institutional engagement
• Artist career trajectories exceeding predictions
• Strong correlation validation
• Score adjustment: 68.5 → 76.2 (+7.7)
• Tier reclassification: Tier 3 → Tier 2

🚀 System Intelligence Summary

Database Scale:
• 2,847 weighted entities
• 156 Tier 1 institutions
• 389 Tier 2 institutions
• 892 Tier 3 institutions
• 1,410 emerging entities under evaluation

Update Frequency:
• Real-time data ingestion
• Daily trend monitoring
• Weekly entity score micro-adjustments
• Quarterly full model retraining
• Annual comprehensive review

Prediction Accuracy:
• 18-month outcomes: 84.7%
• 36-month outcomes: 81.2%
• 5-year outcomes: 76.8%
• Improving +2.3% annually
• Target: 90%+ by 2027

Market Adaptation:
• 47 trend signals detected (Q4 2024)
• 12 emerging entities promoted
• 8 declining entities flagged
• 234 weight adjustments made
• Geographic shift: Miami↑, London→

How We Calculate Influence Scores (0-100):

📊 CONTROLLABLE INPUTS (60% of score)
Actions and activities you can directly control

For Galleries:
• Curator Visits (Tier 1 museums): 5 pts per visit
• Curator Visits (Tier 2/3 museums): 3 pts per visit
• Annual Programming Volume: up to 15 pts (exhibitions, talks, events)
• Average Event Foot Traffic: up to 12 pts (benchmarked against gallery size)
• Collector Events Hosted: 4 pts per event
• Press Coverage Generated: 3 pts per major publication feature
• Studio Visits Facilitated: 2 pts per documented visit
• Fair Participation Frequency: 6 pts per major fair
• Artist Development Programs: up to 8 pts
• Years in Operation: 0.5 pts per year (max 15 pts)
• Gallery Locations: 5 pts per location

For Artists:
• Studio Visits (Curators): 8 pts per Tier 1, 4 pts per Tier 2/3
• Studio Visits (Collectors): 6 pts per Top 50, 3 pts per Top 200
• Exhibition Participation: 8 pts solo, 3 pts group
• Artist Talks/Lectures: 4 pts per institutional talk
• Press Features Generated: 5 pts per major publication
• Social Media Engagement Rate: up to 10 pts (follower quality over quantity)
• Residency Participation: 6 pts per prestigious residency
• Commission Projects: 7 pts per major commission
• Fair Participation: 5 pts per major fair showing
• Gallery Representation Stability: up to 8 pts
• Monograph/Book Publication: 15 pts (Tier 1), 10 pts (Tier 2), 6 pts (Tier 3)
• Catalogue Essays: 8 pts (Tier 1), 5 pts (Tier 2), 3 pts (Tier 3)
• Scholarly Articles: 10 pts (Tier 1 journals), 6 pts (Tier 2), 3 pts (Tier 3)
• Print Editions: 12 pts (Tier 1 studio), 8 pts (Tier 2), 5 pts (Tier 3)
• Inclusion in Art Historical Texts: 18 pts (major survey), 10 pts (specialized)

🎯 OUTCOME METRICS (40% of score)
Results achieved from your efforts

For Galleries:
• Museum Acquisitions: 12 pts each (weighted by tier)
• Museum Exhibition Placements: 10 pts each
• Top Collector Client Base: 15 pts per Top 50, 8 pts per Top 200
• Secondary Market Performance: up to 12 pts (auction results)
• Artist Career Advancement: up to 10 pts (tracked over time)

For Artists:
• Top Collector Ownership: 25 pts per Top 50, 15 pts per Top 200
• Museum Retrospectives: 25 pts each
• Museum Solo Shows: 18 pts each
• Museum Acquisitions: 12 pts each (weighted by tier)
• Major Awards/Prizes: 15 pts each
• Biennial Participation: 12 pts each

Publisher Tier System:
Tier 1 Publishers (3x multiplier): Phaidon, Rizzoli, Thames & Hudson, Taschen, Hatje Cantz, Prestel, Yale UP, MIT Press, Distributed Art Publishers (DAP)
Tier 2 Publishers (2x multiplier): Major university presses, established independent art publishers (Aperture, Skira, Steidl)
Tier 3 Publishers (1.5x multiplier): Regional publishers, specialized art presses
Tier 4 Publishers (1x multiplier): Self-published, small independent presses

Academic Journal Tier System:
Tier 1 Journals (3x multiplier): October, Artforum, Frieze, Art in America, ARTnews, Burlington Magazine, Oxford Art Journal
Tier 2 Journals (2x multiplier): Flash Art, Art Journal, Journal of Contemporary Art, Parkett
Tier 3 Journals (1.5x multiplier): Regional art journals, online-only platforms

Print Studio/Printmaking Tier System:
Tier 1 Studios (3x multiplier): Crown Point Press, ULAE (Universal Limited Art Editions), Gemini G.E.L., Tamarind Institute, Pace Editions, Two Palms
Tier 2 Studios (2x multiplier): Established regional print studios with 20+ year history
Tier 3 Studios (1.5x multiplier): Emerging print studios, collaborative workshops

Museum/Curator Tier Weighting:
Tier 1 (MoMA, Tate, Met, Guggenheim, Whitney, etc.): 3x multiplier
Tier 2 (Major Regional, 500k+ annual visitors): 2x multiplier
Tier 3 (Established, 100-500k annual visitors): 1.5x multiplier
Tier 4 (Emerging, <100k annual visitors): 1x multiplier

🎨 Artist Rankings

Rank	Artist	Instagram	Influence Score	Top Collectors	Museums	Details
1	Kehinde Wiley	📷 @kehindewiley 567k followers	98.5 🏆	12 Top 50, 34 Top 200	45 museums	▼ View
📊 Controllable Inputs (58.7/60 pts) Studio Visits - Curators 45 Tier 1 (360 pts), 38 Tier 2/3 (152 pts) = 512 pts Studio Visits - Collectors 18 Top 50 (108 pts), 42 Top 200 (126 pts) = 234 pts Exhibition Participation 34 solo (272 pts), 67 group (201 pts) = 473 pts Publications & Scholarship 3 Tier 1 monographs (135 pts), 12 catalogue essays (96 pts), 8 scholarly articles (80 pts) = 311 pts Print Editions 8 Tier 1 studios (288 pts), 4 Tier 2 (64 pts) = 352 pts Artist Talks & Lectures 45 institutional talks = 180 pts Press Features 56 major publications = 280 pts Residencies 12 prestigious = 72 pts Commissions 18 major = 126 pts Fair Participation 28 major fairs = 140 pts Gallery Representation Long-term, tier 1 gallery = 8 pts Instagram Presence 567k followers, 3.8% engagement = 9 pts Controllable Input Subtotal: 2,888 raw points → normalized to 58.7/60 Exceptional across all categories. Publications and printmaking particularly strong. 🎯 Outcome Metrics (39.8/40 pts) Top Collector Ownership 12 Top 50 (300 pts) + 34 Top 200 (510 pts) = 810 pts Museum Retrospectives 3 (MoMA, Tate, Brooklyn) = 75 pts Museum Solo Shows 8 major institutions = 144 pts Museum Acquisitions 45 museums (34 Tier 1/2) = weighted 540 pts Major Awards MacArthur Fellowship, Guggenheim, others = 60 pts Biennial Participation Venice, Whitney, documenta = 36 pts Outcome Metrics Subtotal: 1,665 raw points → normalized to 39.8/40 World-class outcomes. Elite collector base and museum validation. FINAL SCORE: 98.5 Elite Tier - Top 0.1% Social Media Impact: • Instagram: @kehindewiley (567k followers, 3.8% engagement) • Posts generate avg 21.5k likes, significant art world reach • Used for exhibition announcements, studio process, collector engagement Key Publications: • Phaidon monograph (2018), Rizzoli survey (2022), MoMA catalogue (2020) • 8 Artforum features, 12 October essays, Burlington Magazine cover story Print Editions: • Crown Point Press (4 editions), ULAE (2 editions), Gemini G.E.L. (2 editions) • Works in MoMA, Met, and Tate print collections Geographic Markets: New York (40%), London (25%), Hong Kong (15%), LA (12%), Paris (8%) Key Insight: Complete career validation across all metrics. Publications and printmaking establish art historical significance beyond market success.
2	Julie Mehretu	📷 @juliemehretu 423k followers	96.2 🏆	10 Top 50, 28 Top 200	38 museums	▼ View
Detailed metrics for Julie Mehretu would appear here...
3	Sarah Chen	📷 @sarahchenstudio 78.5k followers	87.3	3 Top 50, 18 Top 200	22 museums	▼ View
📊 Controllable Inputs (52.1/60 pts) Studio Visits - Curators 12 Tier 1 (96 pts), 18 Tier 2/3 (72 pts) = 168 pts Studio Visits - Collectors 8 Top 50 (48 pts), 23 Top 200 (69 pts) = 117 pts Exhibition Participation 11 solo (88 pts), 34 group (102 pts) = 190 pts Artist Talks 23 institutional talks/lectures = 92 pts Press Features 18 major publication features = 90 pts Social Engagement 78.5k followers, 4.2% engagement (high quality) = 9 pts Residencies 5 prestigious (MacDowell, Skowhegan, etc.) = 30 pts Commissions 7 major public/private commissions = 49 pts Fair Participation 15 major fair showings = 75 pts Gallery Representation Stable, growing relationship = 8 pts Controllable Input Subtotal: 828 raw points → normalized to 52.1/60 🎯 Outcome Metrics (35.2/40 pts) Top Collector Ownership 3 Top 50 (75 pts) + 18 Top 200 (270 pts) = 345 pts Museum Solo Shows 3 solo exhibitions (ICA, Hammer, New Museum) = 54 pts Museum Acquisitions 22 museums (8 Tier 1/2) = weighted 264 pts Awards & Recognition 2 major awards (Guggenheim Fellowship, Creative Capital) = 30 pts Outcome Metrics Subtotal: 693 raw points → normalized to 35.2/40 FINAL SCORE: 87.3 Rising Star - Top 5% Social Media Presence: • Instagram: @sarahchenstudio (78.5k followers, 4.2% engagement - above average) • Strong engagement indicates genuine collector/curator interest • Regular studio visit content and work-in-progress posts drive discovery Key Markets: New York (35%), Los Angeles (30%), San Francisco (15%), London (12%), Miami (8%) Collector Meeting Points: Fairs: 60%, Studio Visits: 20%, Gallery: 15%, Art Advisors: 5% Key Insight: Strong controllable inputs (studio visits, programming) driving excellent outcomes. Career trajectory trending upward. Opportunity: increase international presence for top tier status.
4	Marcus Liu	📷 @marcusliustudio 45.2k followers	82.1	2 Top 50, 12 Top 200	18 museums	▼ View
5	Emma Rodriguez	📷 @emmarodriguezart 62.8k followers	79.5	1 Top 50, 15 Top 200	16 museums	▼ View
6	David Okonkwo	📷 @davidokonkwoart 34.1k followers	68.3	0 Top 50, 8 Top 200	12 museums	▼ View

📊 Controllable Inputs (58.7/60 pts)

Studio Visits - Curators 45 Tier 1 (360 pts), 38 Tier 2/3 (152 pts) = 512 pts

Studio Visits - Collectors 18 Top 50 (108 pts), 42 Top 200 (126 pts) = 234 pts

Exhibition Participation 34 solo (272 pts), 67 group (201 pts) = 473 pts

Publications & Scholarship 3 Tier 1 monographs (135 pts), 12 catalogue essays (96 pts), 8 scholarly articles (80 pts) = 311 pts

Print Editions 8 Tier 1 studios (288 pts), 4 Tier 2 (64 pts) = 352 pts

Artist Talks & Lectures 45 institutional talks = 180 pts

Press Features 56 major publications = 280 pts

Residencies 12 prestigious = 72 pts

Commissions 18 major = 126 pts

Fair Participation 28 major fairs = 140 pts

Gallery Representation Long-term, tier 1 gallery = 8 pts

Controllable Input Subtotal: 2,888 raw points → normalized to 58.7/60
Exceptional across all categories. Publications and printmaking particularly strong.

🎯 Outcome Metrics (39.8/40 pts)

Top Collector Ownership 12 Top 50 (300 pts) + 34 Top 200 (510 pts) = 810 pts

Museum Retrospectives 3 (MoMA, Tate, Brooklyn) = 75 pts

Museum Solo Shows 8 major institutions = 144 pts

Museum Acquisitions 45 museums (34 Tier 1/2) = weighted 540 pts

Major Awards MacArthur Fellowship, Guggenheim, others = 60 pts

Biennial Participation Venice, Whitney, documenta = 36 pts

Outcome Metrics Subtotal: 1,665 raw points → normalized to 39.8/40
World-class outcomes. Elite collector base and museum validation.

FINAL SCORE: 98.5

Elite Tier - Top 0.1%

Key Publications:
• Phaidon monograph (2018), Rizzoli survey (2022), MoMA catalogue (2020)
• 8 Artforum features, 12 October essays, Burlington Magazine cover story

Print Editions:
• Crown Point Press (4 editions), ULAE (2 editions), Gemini G.E.L. (2 editions)
• Works in MoMA, Met, and Tate print collections

Geographic Markets: New York (40%), London (25%), Hong Kong (15%), LA (12%), Paris (8%)
Key Insight: Complete career validation across all metrics. Publications and printmaking establish art historical significance beyond market success.

Museum Retrospectives 2 (Whitney, LACMA)

Museum Solo Shows 11 major institutions

Collection Acquisitions 38 museums (22 Tier 1/2)

Top Fair Performance Basel (10x), Frieze (9x)

Geographic Reach 19 countries represented

Collector Meeting Points Fairs: 52%, Gallery: 25%, Mutual Friends: 15%, Museum: 8%

Key Markets: New York (45%), Los Angeles (20%), London (18%), Berlin (10%), Hong Kong (7%)

📊 Controllable Inputs (52.1/60 pts)

Studio Visits - Curators 12 Tier 1 (96 pts), 18 Tier 2/3 (72 pts) = 168 pts

Studio Visits - Collectors 8 Top 50 (48 pts), 23 Top 200 (69 pts) = 117 pts

Exhibition Participation 11 solo (88 pts), 34 group (102 pts) = 190 pts

Artist Talks 23 institutional talks/lectures = 92 pts

Press Features 18 major publication features = 90 pts

Social Engagement 78k followers, 4.2% engagement (high quality) = 9 pts

Residencies 5 prestigious (MacDowell, Skowhegan, etc.) = 30 pts

Commissions 7 major public/private commissions = 49 pts

Fair Participation 15 major fair showings = 75 pts

Gallery Representation Stable, growing relationship = 8 pts

Controllable Input Subtotal: 828 raw points → normalized to 52.1/60

🎯 Outcome Metrics (35.2/40 pts)

Top Collector Ownership 3 Top 50 (75 pts) + 18 Top 200 (270 pts) = 345 pts

Museum Solo Shows 3 solo exhibitions (ICA, Hammer, New Museum) = 54 pts

Museum Acquisitions 22 museums (8 Tier 1/2) = weighted 264 pts

Awards & Recognition 2 major awards (Guggenheim Fellowship, Creative Capital) = 30 pts

Outcome Metrics Subtotal: 693 raw points → normalized to 35.2/40

FINAL SCORE: 87.3

Rising Star - Top 5%

Key Markets: New York (35%), Los Angeles (30%), San Francisco (15%), London (12%), Miami (8%)
Collector Meeting Points: Fairs: 60%, Studio Visits: 20%, Gallery: 15%, Art Advisors: 5%
Key Insight: Strong controllable inputs (studio visits, programming) driving excellent outcomes. Career trajectory trending upward. Opportunity: increase international presence for top tier status.

Rank	Gallery	Instagram	Influence Score	Museum Placements	Top Collectors	Details
1	Gagosian Gallery	📷 @gagosian 3.2M followers	99.2 🏆	234 placements	28 relationships	▼ View
📊 Controllable Inputs (59.8/60 pts) Curator Visits 87 total: 34 Tier 1 (170 pts), 53 Tier 2/3 (159 pts) = 329 pts Annual Programming 2024 18 solo shows, 6 group shows, 24 events = 15 pts Event Foot Traffic Avg 420 per opening (top 5% for size) = 12 pts Collector Events 32 events hosted = 128 pts Press Coverage 45 features (major pubs) = 135 pts Studio Visits Facilitated 156 documented visits = 312 pts Fair Participation 12 major fairs = 72 pts Artist Development Emerging artist program, mentorship = 8 pts Years Active 28 years = 14 pts Gallery Locations 5 locations = 25 pts Instagram Engagement 3.2M followers, strong exhibition documentation = 10 pts Controllable Input Subtotal: 1,230 raw points → normalized to 59.8/60 🎯 Outcome Metrics (39.4/40 pts) Museum Acquisitions 234 total (145 Tier 1/2) = weighted 2,808 pts Museum Exhibitions 189 placements = 1,890 pts Top Collector Base 28 Top 50 (420 pts) + 67 Top 200 (536 pts) = 956 pts Secondary Market Strong auction results, career advancement = 22 pts Outcome Metrics Subtotal: 6,096 raw points → normalized to 39.4/40 FINAL SCORE: 99.2 Elite Tier - Top 0.5% Digital Presence: • Instagram: @gagosian (3.2M followers) - Largest gallery following globally • Average post engagement: 45k likes, exceptional reach • Professional exhibition documentation drives collector inquiries Geographic Distribution: New York (30%), London (25%), Hong Kong (18%), LA (12%), Paris (10%), Other (5%) Key Insight: Exceptional performance across both inputs (programming, curator engagement) and outcomes (placements, collectors). Industry leader.
2	David Zwirner	📷 @davidzwirner 1.8M followers	97.8 🏆	198 placements	24 relationships	▼ View
Detailed metrics for David Zwirner would appear here...
3	Hauser & Wirth	📷 @hauserwirth 1.5M followers	95.4 🏆	176 placements	22 relationships	▼ View
4	Pace Gallery	📷 @pacegallery 892k followers	92.7	143 placements	19 relationships	▼ View
5	White Cube	📷 @whitecube 765k followers	88.9	121 placements	16 relationships	▼ View

New York State Deep Dive

California State Deep Dive

New York City

Los Angeles

Miami

Chicago

San Francisco

Boston

📊 Controllable Inputs (58.7/60 pts)

🎯 Outcome Metrics (39.8/40 pts)

📊 Controllable Inputs (52.1/60 pts)

🎯 Outcome Metrics (35.2/40 pts)

📊 Controllable Inputs (59.8/60 pts)

🎯 Outcome Metrics (39.4/40 pts)

Balmoré

Connecting people to paintings™️

Admin Access

Welcome to Balmor.é

Your Profile & Influence

Basic Information

Museum Exhibitions & Acquisitions

Collector Relationships

Collector Information

📅 Annual Programming

👥 Curator & Professional Visits

👣 Event Foot Traffic

📰 Press Coverage

📚 Publications & Scholarship

🖼️ Print Editions & Printmaking

🎓 Academic Engagement & Lectures

🎨 Studio Visits (For Artists)

🏆 Awards, Residencies & Commissions

📱 Digital Presence & Public Profile

📊 Additional Metrics (Optional)

Influence Scoring System

🤖 AI-Powered Dynamic Scoring System

🏛️ Entity Credibility Database

🏛️ Museums (Tier 1)

📚 Publishers (Tier 1)

🖼️ Print Studios (Tier 1)

🎓 Art Schools (Tier 1)

🎪 Art Fairs

📖 Journals

🔄 Recent Weight Adjustments & Market Signals

🗺️ United States Market Intelligence: Regional & State Rankings

📍 Northeast Region

📍 West Region

📍 Southeast Region

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🏆 Top States by Market Influence

New York State Deep Dive

California State Deep Dive

🏙️ Major Metro Market Analysis

New York City

Los Angeles

Miami

Chicago

San Francisco

Boston

📊 Key Regional Trends & Market Signals

🎯 Prediction Validation Cycle

📈 Metric Weight Evolution

🔬 New Entity Onboarding

🚀 System Intelligence Summary

🎨 Artist Rankings

📊 Controllable Inputs (58.7/60 pts)

🎯 Outcome Metrics (39.8/40 pts)

📊 Controllable Inputs (52.1/60 pts)

🎯 Outcome Metrics (35.2/40 pts)

📊 Controllable Inputs (58.7/60 pts)

🎯 Outcome Metrics (39.8/40 pts)

📊 Controllable Inputs (52.1/60 pts)

🎯 Outcome Metrics (35.2/40 pts)

🏛️ Gallery Rankings

📊 Controllable Inputs (59.8/60 pts)

🎯 Outcome Metrics (39.4/40 pts)

📊 Controllable Inputs (59.8/60 pts)

🎯 Outcome Metrics (39.4/40 pts)

📊 Market Intelligence

Top Collector Meeting Points

Top Collector Cities

⚖️ Input vs. Outcome Analysis

📊 Galleries - Input Benchmarks

🎨 Artists - Input Benchmarks

💡 Key Correlations

📚 Publication Impact

🎯 Actionable Recommendations

Balmoré

Connecting people to paintings™️