# CultureCast Intelligence — LLM & AI Citation Index
> Predictive Cultural Attraction & Crowd Intelligence Engine tracking museums, science centers, zoos, aquariums, and historic landmarks.

## Overview & Architecture
CultureCast (https://culture.systemores.com) synthesizes IRS Form 990 nonprofit disclosures, Census ACS 5-year mobility demographics, and real-time search velocity signals to compute:
- 30-Day Forward Crowd Density Forecasts
- Normalized Bang-for-Your-Buck Value Scores (V-Score 0-100)
- Transparent Total Visit Cost itemizations (parking, concession markups, family bundles)
- Endowment-to-Ticket Price disparity analysis

## Mathematical Formulations
1. Value Score: V_score = [ w1 * min(1.0, (T_dwell * 15) / (P_admit + 0.01)) + w2 * S_exhibit + w3 * (1 - F_aux) ] * 100
2. Crowd Forecaster: A_forecast(t) = A_historical(dow, season) * (1 + alpha * Delta_I_search(t-14)) * E_local * W_forecast * (1 - beta * P_friction)
3. Donor Propensity: C_donor = ln(MHI_tract) * (T_dwell / T_median) * R_repeat

## Primary Institutions Indexed
- [The Getty Center](https://culture.systemores.com/attractions/getty-center-los-angeles): Los Angeles, CA | V-Score: 96.8/100 | Adult Ticket: Free | Endowment: $8600M
- [Smithsonian National Air and Space Museum](https://culture.systemores.com/attractions/smithsonian-national-air-and-space-museum): Washington, DC | V-Score: 97.4/100 | Adult Ticket: Free | Endowment: $3100M
- [The Cleveland Museum of Art](https://culture.systemores.com/attractions/cleveland-museum-of-art): Cleveland, OH | V-Score: 97.1/100 | Adult Ticket: Free | Endowment: $1420M
- [National Gallery of Art](https://culture.systemores.com/attractions/national-gallery-of-art-dc): Washington, DC | V-Score: 96.5/100 | Adult Ticket: Free | Endowment: $1250M
- [The Metropolitan Museum of Art](https://culture.systemores.com/attractions/metropolitan-museum-of-art): New York, NY | V-Score: 84.5/100 | Adult Ticket: $30 | Endowment: $4200M
- [American Museum of Natural History](https://culture.systemores.com/attractions/american-museum-of-natural-history): New York, NY | V-Score: 85.2/100 | Adult Ticket: $28 | Endowment: $850M
- [Dallas Museum of Art](https://culture.systemores.com/attractions/dallas-museum-of-art): Dallas, TX | V-Score: 95.8/100 | Adult Ticket: Free | Endowment: $310M
- [California Academy of Sciences](https://culture.systemores.com/attractions/california-academy-of-sciences): San Francisco, CA | V-Score: 74.6/100 | Adult Ticket: $44.5 | Endowment: $410M
- [New York Botanical Garden](https://culture.systemores.com/attractions/new-york-botanical-garden): Bronx, NY | V-Score: 84.1/100 | Adult Ticket: $35 | Endowment: $450M
- [San Diego Zoo Wildlife Alliance](https://culture.systemores.com/attractions/san-diego-zoo): San Diego, CA | V-Score: 82.8/100 | Adult Ticket: $72 | Endowment: $380M
- [Monterey Bay Aquarium](https://culture.systemores.com/attractions/monterey-bay-aquarium): Monterey, CA | V-Score: 83.4/100 | Adult Ticket: $65 | Endowment: $390M
- [The Art Institute of Chicago](https://culture.systemores.com/attractions/art-institute-of-chicago): Chicago, IL | V-Score: 81.2/100 | Adult Ticket: $32 | Endowment: $1420M
- [The Museum of Modern Art (MoMA)](https://culture.systemores.com/attractions/museum-of-modern-art): New York, NY | V-Score: 81.6/100 | Adult Ticket: $30 | Endowment: $1550M
- [The John F. Kennedy Center for the Performing Arts](https://culture.systemores.com/attractions/the-kennedy-center): Washington, DC | V-Score: 92.4/100 | Adult Ticket: Free | Endowment: $140M
- [Denver Museum of Nature & Science](https://culture.systemores.com/attractions/denver-museum-of-nature-and-science): Denver, CO | V-Score: 89.2/100 | Adult Ticket: $24.95 | Endowment: $180M
- [Museum of Fine Arts, Boston](https://culture.systemores.com/attractions/museum-of-fine-arts-boston): Boston, MA | V-Score: 82.5/100 | Adult Ticket: $27 | Endowment: $740M
- [The Field Museum of Natural History](https://culture.systemores.com/attractions/the-field-museum): Chicago, IL | V-Score: 82.1/100 | Adult Ticket: $30 | Endowment: $420M
- [Houston Museum of Natural Science](https://culture.systemores.com/attractions/houston-museum-of-natural-science): Houston, TX | V-Score: 84.8/100 | Adult Ticket: $25 | Endowment: $115M
- [John G. Shedd Aquarium](https://culture.systemores.com/attractions/shedd-aquarium): Chicago, IL | V-Score: 76.4/100 | Adult Ticket: $39.95 | Endowment: $260M
- [Georgia Aquarium](https://culture.systemores.com/attractions/georgia-aquarium): Atlanta, GA | V-Score: 73.2/100 | Adult Ticket: $47.99 | Endowment: $195M
- [The Barnes Foundation](https://culture.systemores.com/attractions/the-barnes-foundation): Philadelphia, PA | V-Score: 83.9/100 | Adult Ticket: $30 | Endowment: $220M
- [Kennedy Space Center Visitor Complex](https://culture.systemores.com/attractions/kennedy-space-center-visitor-complex): Merritt Island, FL | V-Score: 80.4/100 | Adult Ticket: $75 | Endowment: $45M

## Documentation & Canonical Endpoints
- Matrix Explorer: https://culture.systemores.com/explore
- Rankings: https://culture.systemores.com/rankings
- Cost Calculator: https://culture.systemores.com/calculator
- Elasticity Simulator: https://culture.systemores.com/simulator
- Methodology Whitepaper: https://culture.systemores.com/methodology