Mapbox is a powerful platform for location-based services, offering mapping, geocoding, and routing functionalities. With Relevance AI, you can enhance these capabilities, allowing your applications to utilize intelligent AI Agents for smarter location insights and actions.



Mapbox provides robust mapping and geocoding capabilities that enhance location intelligence. Relevance AI amplifies these features by enabling AI Agents to automate and optimize location-based decision-making processes.
Spatial Intelligence Mastery
The AI agent gains advanced capabilities to analyze and interpret complex geographic patterns and relationships in real-time.
Location-Aware Decision Making
Empowers the agent to make contextually relevant decisions based on precise geographic data and spatial relationships.
Geospatial Data Synthesis
Enhances the agent's ability to combine and interpret multiple layers of location-based information for deeper insights.
Relevance AI integrates seamlessly with Mapbox, enabling you to leverage location-based services within your AI-driven workflows.
What you’ll need
You don't need to be a developer to set up this integration. Follow this simple guide to get started:
- A Mapbox account
- A Relevance AI account with access to your project
- Authorization credentials (you'll connect securely using API keys—no sensitive info stored manually)
Security & Reliability
The Mapbox and Relevance AI integration utilizes secure OAuth authentication, ensuring that only authorized applications can access location-based services and mapping functionalities. Relevance AI manages API operations (such as geocoding, directions generation, and tileset creation) seamlessly in the background, allowing developers to focus on building their applications without worrying about errors, formatting, or rate limits.
With pre-built transformations for common mapping tasks, this integration simplifies the process of incorporating geocoding and routing capabilities. Additionally, built-in validation ensures that inputs are correctly formatted, enhancing the reliability of your workflows even when dealing with varying data formats.
No training on your data
Your data remains private and is never utilized for model training purposes.
Security first
We never store anything we don’t need to. The inputs or outputs of your tools are never stored.

To get the most out of the Mapbox + Relevance AI integration without writing code:
- Start with clear API configurations: Ensure your Mapbox access token and OAuth credentials are correctly set up for seamless integration.
- Utilize pre-built transformations: Leverage Relevance AI's pre-built transformations for geocoding, directions, and tileset creation to streamline your workflow.
- Validate inputs: Always check the format of addresses and coordinates before making API calls to avoid errors.
- Implement caching: Cache geocoding results to reduce API calls and improve performance.
- Monitor rate limits: Be aware of the API rate limits for geocoding, directions, and tileset operations to prevent throttling and ensure smooth operation.