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Case Studies
Texas Contractor Uses AI Lead Generation to Move a $3.2M Retail Project From First Call to Pricing in 6 Weeks
For Tinu Thomas and the team at CMT Group / CMT Industries, Mercator.ai became a practical way to find real projects earlier and remove noise. The goal was not “one lucky lead.” The goal was to build a consistent system that produces qualified opportunities and enables disciplined follow-up.
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400 W Magnolia Ave Fort Worth: New Project Uncovered
Get the latest on the new $85M project at 400 W Magnolia Ave Fort Worth. See early construction insights and bidding opportunities. Find out more.
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The Relationship-First Approach to Construction Technology: Why Timing Beats Tools
Explore how AI enhances construction relationships, boosting private sector success with precise timing and strategic insights. Discover the future today!
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Case Studies
Sunrise Creek Pumping: Customer Case Study
Get a complete 2026 review of Sunrise Creek Pumping. We analyze their concrete pumping services, safety record, fleet, and project costs. Make an informed choice.
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Frequently asked questions

How early can Mercator.ai detect new construction projects?
Mercator.ai identifies new projects years to months before traditional methods by tracking the earliest signals of development—like land transactions, project registrations, rezoning applications, and permitting. This means you can build relationships with decision-makers before your competitors even know about the opportunity.
How accurate is your project intelligence?
Every project in Mercator.ai is built from reported sources—including government records, permit applications, and land transactions. Our AI continuously updates this information in real-time, giving you reliable intelligence you can act on with confidence.
Can I export data from the platform?
Yes, you can export project lists, contact information, and custom reports in various formats including CSV and PDF. This makes it easy to integrate Mercator.ai's intelligence with your existing CRM or business development workflows.
How does Mercator.ai's technology work?
Our proprietary AI system continuously analyzes millions of data points across public and private sources, identifying patterns and connections that signal new project opportunities. The technology gets smarter over time, learning from user interactions and market patterns to provide increasingly precise intelligence.
What kind of ROI can I expect?
One won deal pays for Mercator.ai many times over. Our clients typically report:
  • 60% reduction in lead qualification time
  • 3x increase in early-stage project discovery
  • 40% improvement in business development efficiency
  • Significant competitive advantage through early project awareness
How long does it take to get set up?
Most teams are up and running within one hour. Our onboarding process is streamlined to get you immediate value while ensuring you have the training to maximize the platform's capabilities.
Can I get a demo before signing up?
Yes, we recommend scheduling a personalized live demo to see how Mercator.ai can specifically benefit your organization. Our team will customize the demonstration to your market interests and business development goals.

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