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Real-World Context Platform
Ground your decisions and AI systems in verified real-world conditions - across any location, any industry, at any scale.
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Products
Events
Comprehensive event data that powers your insights, decisions, dashboards and automations.
Features
Prebuilt Machine Learning features that boost your forecasting models and results.
Forecasts
Event-driven forecasts at your fingertips, for precise demand planning.
Featured capabilities
APIs
Access the full depth of PredictHQ's real-world intelligence through our API-first platform — built for reliable, scalable integration.
Bolt
New
Ask natural language questions about real-world context and how PredictHQ maps to your use case, compressing days of exploration into a single conversation.
Beam
Identify which real-world conditions materially affect your business - making PredictHQ's intelligence specific to you.
MCP
New
Connect PredictHQ's real-world context directly to AI agents and LLM-powered workflows at inference time.
Predicted Impact Area
New
Automatically determines the geographic catchment area around each location where real-world conditions are likely to influence demand.
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Solutions
Use Cases
Demand Forecasting
Quickly achieve a minimum 10% improvement in Forecast Accuracy
Smarter AI Models
Give your AI models trusted real-world context for better inference and decisions
Inventory Management
Identify demand catalysts to improve supply chain efforts and inventory levels
Targeted Marketing
Unlock better targeting and timing for your ad campaigns with privacy-safe event data
Dynamic Pricing
Know impactful events in advance and adjust prices sooner
Workforce Optimization
Reduce labor costs and improve profitability by scheduling around events
Visualizations & Insights
Visualize event data through BI tools like Tableau to better understand impact
Delivery Optimization
Ensure your network of delivery drivers is prepared based on demand from events
Industries
Accommodation
Aviation
Consumer Packaged Goods
Leisure, Travel & Tourism
Parking
QSR
Retail
Transportation & Delivery
Pricing
Developers
Developers
PredictHQ Docs
API Reference
SDKs
MCP Docs
Bolt Docs
Resources
Resources
Customer Stories
The largest companies in the world leverage PredictHQ
Blog
Explore thought leadership, product updates and more
Predicted Impact Report
Generate a report that shows you which events impact your business and what to do about it
Loop - Customer Feedback
Provide feedback about our events
Major Events
Find upcoming events by location, venue and more
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Latest Stories
How to
How to improve labor planning and workforce management
What is labor forecasting? Labor forecasting is the process of building models that will help you forecast staffing needs. Labor demand...
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How to
How you can leverage demand analysis to improve your forecasting models
Demand analyses reveal new opportunities to pursue for a business. Learn how to better analyze the market, evaluate competition, &...
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But Why?
Live TV Events
The Big Game: How Americans are Spending on Live TV Events in 2020
Discover how live TV events impact how much Americans spend, demand for leading delivery apps, and demand for apparel and fitness retail...
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How to
2020 has been unprecedented and the Holiday Shopping Season will be no different: here's how to prepare
Historically the next few months are a huge spending period for the global economy, but COVID’s unprecedented impact will disrupt holiday...
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Demand Intelligence
how-businesses-use-phq
How to make human capital management systems demand forecasting smarter with external data
Human capital management systems need the full picture when scheduling staff at scale. Here's how they tackle one of the their most...
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How to
Reducing restaurant forecasting error rates can save millions each year
A leading QSR found that these four steps can reduce forecasting error rates by 20% and save millions. Find out how to reduce errors...
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How to
Use intelligent event data to drive down your forecasting error rate by 10-20% in weeks
Accurate demand forecasting at scale requires machine learning models and ruthless prioritization of the features you build into the...
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Data
Every US college’s key dates and COVID restrictions verified and in one place: PredictHQ’s Academic Events category
Every US college has different key dates, student populations and COVID-19 responses. Access verified and frequently updated data on...
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QSR
Stop Guessing Game Day: How QSR Leaders Use Demand Intelligence to Turn Sports Chaos into Predictable Revenue
For the modern Quick Service Restaurant (QSR) operator, the sports calendar creates constant uncertainty when it comes to predicting...
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Demand Intelligence
Partnerships
News
Expedia Group Unlocks Sports Tourism Demand Forecasting Through PredictHQ Partnership
Ahead of this year’s Big Soccer Tournament: - Expedia Group becomes PredictHQ’s first deeply integrated online travel agency (OTA)...
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Smarter AI
AI's Real Cost Isn't Training. It's Inference.
For years, the AI conversation centered on training. Bigger models. More GPUs. Larger datasets. Massive capex headlines. But as enterprise...
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