How OpenHouse.ai’s OpenPredict Platform Transformed Sales Performance with AI-Driven Forecasts
case study
Executive Summary
In late 2024, Maronda Homes a leading U.S. builder known for high-quality, attainable homes faced a sharp drop in forecasted sales. Their internal sales forecast had dropped to just 70 homes for the upcoming 90-day period, well short of the 89-home business plan target. Without intervention, the business risked missing plan by more than 20 homes.
The Solution: By integrating OpenHouse.ai’s AI-powered sales forecasts into their operations, Maronda Homes gained predictive signals of upcoming demand insights that went beyond traditional reporting. Rather than simply reflecting past performance, these forecasts revealed what was likely to happen next, enabling the team to take proactive, data-driven action.
Armed with those insights, Maronda realigned its digital marketing, OSC, and on-site sales teams optimizing campaigns, refining website experience, and adjusting pricing strategy to match what buyers were responding to in real time.
The result: Actual sales recorded were 113 homes during the 90-day window 26% above their business plan target and 61% above their internal projection.
The Challenge: Inaccurate Forecasting Made Planning Difficult
In December 2024, Maronda’s internal forecast for the next 90 days had dropped to just 70 homes. That number didn’t just reflect sales it signaled broader misalignment across the funnel:
- Marketing wasn’t resonating with consumers
- Website engagement was down.
- Leads weren’t converting.
- The sales team lacked insights to shift strategy to match consumer sentiment and market constraints.
To regain control, Maronda Homes needed to:
Attract more qualified buyers
Improve lead engagement across digital channels
Align resources and planning with real-time demand signals
The Solution:
Sales Forecasting with OpenHouse.ai
Maronda implemented OpenHouse.ai’s AI-driven sales forecasting platform, OpenPredict, which delivered clear, actionable, predictive insights rather than just descriptive, historical data.
With OpenPredict’s accurate forecasts, Maronda proactively aligned their website, marketing, and sales training with anticipated market demand. This ensured all efforts were tied to real-time buyer signals and positioned for immediate impact.
Importantly, this shift allowed:
- The sales team could finally see exactly where buyers were falling out of the funnel and focus their energy on fixing what mattered most.
- Marketing, already a strong group, moved beyond constant A/B testing and began executing campaigns with confidence—knowing their strategy was guided by predictive insight.
The result was confidence across the entire funnel—from first click to closing table.
Strategic Implementation Timeline
Within days of connecting their data to OpenPredict, the picture became clear. The platform revealed not only where sales performance was slipping, but also why, giving Maronda Homes an early, actionable view of demand trends before they showed up in monthly reports.
- December 17, 2024: OpenPredict identified a sharp downward trend in demand forecasting just 70 home sales over the next 90 days, compared to Maronda’s 89-home business plan target. The platform also surfaced leading indicators, such as a drop in digital engagement and lower lead-to-appointment conversions, pinpointing where buyer interest was falling off.
- December 19, 2024: Using these predictive insights, Maronda took swift action: optimizing their website experience, refining marketing campaigns, and launching CRM-based sales training to address funnel gaps.
- January 20, 2025: Leading indicators showed measurable improvement. Forecasts rose into the mid-90s.
- February 3, 2025: Growth continued across all demand signals. Actual sales met plan, and the updated OpenPredict forecast surpassed 120 homes for the following 90-day period—providing clarity and confidence for resourcing and planning.
- End of April 2025: Sales recorded at 113 homes during the 90-day window 26% above plan and 61% above projection.
Key Strategic Actions
Website Optimization:
Conducted a detailed audit to align website content with the identified Targeted Consumer Group.
Refreshed community web pages, visuals, and descriptions to better resonate with potential buyers.
Removed unnecessary home designs and options, streamlining buyer focus and improving user experience.
Marketing Adjustments:
Reduced Facebook ad spend by 25% while improving targeting accuracy.
Increased Google Ads budgets by 50%, refining keywords to closely match buyer intent.
Cut third-party ad spend by 25%, reallocating resources to premium targeted placements.
Sales Team Training:
Delivered CRM-focused training sessions that improved lead conversion efficiency.
Increased accountability around CRM usage, boosting overall sales team productivity.
Results and Impact
- Sales Performance:
- Internal projection: 70 homes
- Business plan target: 89 homes
- Actual closed: 113 homes
- +26% vs. business plan target
- +61% vs. internal projection
These results clearly demonstrate OpenPredict’s unique value: its AI-driven forecasts and prescriptive insights lead to improvements that are not only expected but realized almost immediately.
Conclusion
Maronda Homes’ experience clearly illustrates the tangible and rapid benefits of integrating AI-driven sales forecasts into homebuilder operations. By providing clear visibility into future sales trends, OpenHouse.ai not only enhanced strategic decision-making but also positively impacted financial performance and operational efficiency.
As part of a broader ecosystem of integrated solutions, including advanced financial forecasting and price-response capabilities, OpenHouse.ai stands as the logical and exciting choice for forward-thinking homebuilders.
What’s Next for Maronda
Maronda is now leveraging OpenHouse.ai not only to predict sales but also to optimize pricing strategy running price-to-sales impact analysis that shows how pricing decisions affect their ability to hit targets. By unifying insights across marketing, sales, and pricing, Maronda is turning forecasting into a decision-making engine that drives company-wide success.
Interested in replicating Maronda Homes’ success?
Don’t wait until you’re off pace. See how OpenPredict helps divisions act early, align faster, and hit your plan with confidence.
