Platform
Platform
Real-World Context Platform
Ground your decisions and AI systems in verified real-world conditions - across any location, any industry, at any scale.
Explore the Platform
Products
Events
Real-world context on the events that shift demand, powering your decisions, forecasts 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.
Explore More
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 real-world context
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
Developers
Developers
PredictHQ Docs
API Reference
SDKs
MCP Docs
Bolt Docs
Resources
Resources
Pricing
View plans and pricing for your team
Customer Stories
PredictHQ is trusted and embedded by some of the world's largest and most complex enterprises
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
Partners
Become a Partner
Find a Partner
Data Marketplace Listings
Company
Our Team
Careers
3
Press
Contact Us
Get Demo
Try for Free
Login
Blog
Demand Forecasting
Keyword
Search Blog
Blog posts about demand forecasting
#demand forecasting
Demand Forecasting
Why Demand Forecasts Break without Real-World Context
We analyzed $7.2 trillion of global demand data and found that 60% of demand variability is caused by real-world context. Now if you...
More
Demand Intelligence
Machine learning
Why the Smartest AI Models Are Using External Event Data
Machine learning is transforming how businesses forecast demand—but most models overlook a key variable: real-world events. From sudden...
More
Demand Intelligence
Demand Forecasting
Demand Analysis
Demand Planning
Predicted Impact Patterns
2025 Trends
What 11.1 Million Days of Demand Processed Taught Us About Global Demand Volatility in 2025
2025 was the year volatility became highly visible. Across the customers whose demand data we processed to pinpoint the impact of...
More
Demand Forecasting
Workforce Optimization
retail
How Can Retailers Proactively Labor Plan This Holiday Season 2025?
The holiday season is the ultimate test for seasoned retail operation leaders. It’s a high-stakes gamble against an unpredictable...
More
Demand Forecasting
Workforce Optimization
retail
Retail’s Race to 2026: Win with PredictHQ
Retailers are under significant pressure. Inflation is pushing up wages and cost of goods, while consumer expectations continue to...
More
Smarter AI
Generative AI
Demand Forecasting
Workforce Optimization
How AI Workforce Scheduling Transforms Retail Labor Management
AI-driven forecasting cuts supply-chain errors by up to 50%, transforming how retailers approach labor management. Traditional gut-feeling...
More
Workforce Optimization
Labor Optimization
Demand Intelligence
how-businesses-use-phq
Why Real-World Demand Signals Are Critical to Workforce Optimization and Management
Workforce optimization (WFO) and management (WFM) transforms customer service from a cost center into a revenue engine. By aligning...
More
Demand Intelligence
how-businesses-use-phq
The Definitive Guide to AI-Powered Dynamic Pricing
In today’s AI-driven economy, pricing is no longer a static exercise. It’s a dynamic, real-time function of how supply, demand, and...
More
Prev
1
2
3
4
5
...
Next
No results for ""
Sorry, we couldn't find any articles matching your search. Try one of the following instead.
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...
More
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)...
More
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...
More
'%20fill='%232E1091'/%3e%3c/svg%3e)
