Mapbox

Location intelligence delivered through every customer conversation

Your AI agent geocodes addresses, calculates driving directions, computes travel time matrices, and retrieves map data, all from Mapbox during live conversations. Customers asking 'How do I get to your nearest location?' receive turn-by-turn directions in seconds, not a link to figure it out themselves.

Chosen by 800+ global brands across industries

Maps and routing inside your conversations

Your AI agent transforms Mapbox's geocoding, navigation, and mapping APIs into location answers customers can act on immediately.

Mapbox

Use Cases

Location answers at conversation speed

How businesses use AI agents with Mapbox to give customers precise location, routing, and distance information without leaving the chat.

Nearest Store Finder with Live Directions

A customer asks 'Where is your closest store to me?' and shares their location. Your AI Agent geocodes their position, computes distances to all your retail locations using Mapbox's Matrix API, identifies the nearest one, and provides turn-by-turn driving directions with an estimated arrival time. The customer gets actionable directions. Your team handles zero 'find a store' support requests.

Delivery ETA Calculations in Real Time

A customer asks when their order will arrive. Your AI Agent takes the warehouse address and the customer's delivery address, calls Mapbox's Directions API with the driving-traffic profile, and returns a travel time that accounts for current road conditions. The customer gets a realistic ETA. Your dispatch team avoids over-promising delivery windows.

Address Validation for Checkout Flows

A customer provides their shipping address during a purchase conversation. Your AI Agent geocodes the address through Mapbox and confirms it resolves to a valid, routable location. If the address is ambiguous, the agent presents matching suggestions. Delivery errors from bad addresses drop because every address is validated before the order ships.

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Mapbox

Mapbox

FAQs

Frequently Asked Questions

How does the AI agent convert a customer's address into coordinates?

The agent uses Mapbox's Forward Geocoding API. It sends the address text and receives geographic coordinates along with structured place data. Mapbox supports free-form queries like 'Times Square NYC' and structured components like street, city, and postal code. Fuzzy matching catches typos automatically.

Can the agent calculate routes for different travel modes?

Yes. Mapbox's Directions API supports four routing profiles: driving (standard), driving-traffic (accounts for live conditions), walking, and cycling. The agent selects the appropriate profile based on conversation context and returns step-by-step instructions with duration estimates.

Does Tars store customer location data from Mapbox queries?

No. Tars sends geocoding and routing requests to Mapbox in real time and uses results within the active conversation only. Customer addresses and coordinates are not stored in a separate database. Mapbox's temporary geocoding (non-permanent) mode is used by default.

What is the Matrix API and when would the agent use it?

The Matrix API computes travel times and distances between multiple origins and destinations simultaneously. Your agent uses it when comparing distances to multiple store locations, optimizing delivery routes, or answering questions like 'Which of your three offices is closest to me?' It handles up to 25 coordinate pairs per request.

Can the agent process bulk address lookups?

Yes. Mapbox's Batch Geocoding endpoint processes up to 50 forward or reverse geocoding queries in a single call. The agent can validate a list of delivery addresses, geocode event attendee locations, or convert multiple GPS coordinates to addresses efficiently.

How is this different from embedding a Google Maps link?

A maps link takes customers away from your conversation. The Tars agent calculates routes and provides directions directly in chat, keeping customers engaged. It also enables programmatic decisions like nearest-location routing, travel time comparisons, and address validation that a simple map link cannot provide.

Does the agent respect Mapbox's country and language filtering?

Yes. All geocoding endpoints accept country code filters (ISO 3166 alpha-2) and IETF language tags. The agent can restrict results to specific countries and return place names in the customer's preferred language. Useful for multi-region businesses with location-specific services.

What Mapbox access token permissions are required?

A standard Mapbox public token with geocoding and directions scopes is sufficient for most use cases. If you use the permanent geocoding endpoints for data storage, you need a secret token with permanent geocoding enabled. Token management happens in your Mapbox account dashboard.

How to add Tools to your AI Agent

Supercharge your AI Agent with Tool Integrations

Don't limit your AI Agent to basic conversations. Watch how to configure and add powerful tools making your agent smarter and more functional.

Real results, real customers, real stories

“We're saving an average of 4,000+ calls a month.”
Implementing an Agent revolutionized our customer service channels and our service to Indiana business owners. We're saving an average of 4,000+ calls a month and can now provide 24x7x365 customer service️ along with our business services.
Lindsey Roark Mayes
Ex-Director of SOS IT (State of Indiana)
“Cutting down on staff needing to email back.”
Since our launch of Tars Agents, we've had more than 5k interactions with them from individuals on the website. We saw prospects interacting with the Agent regarding application timelines, tuition, curriculum, and other items that may come through an email. This provides another avenue of access to our team while cutting down on staff needing to email back.
Levi Eastwood
Marketing Director of UCI Merage School
“Powerful tool - and there's so much more still to explore!”
I love the flexibility of the TARS chatbot design tool. The ability to drop in a new gambit and easily de-link and re-link gambits before and after it saves HOURS of time lost if I had to regenerate from scratch. TARS stands out for its flexibility, consistent performance, and outstanding support.
Aaron Rittmaster
Founder
“I like the product.”
Takes those boring forms and allows you to make the collecting of customer information enjoyable for the user. It has a lot of value and I see the company constantly working on improving it.
Pierre Rattini
Director of Marketing
“Very responsive and supportive Team”
I love how supportive and responsive the team members are. The chatbots are not difficult to build once you have an idea of what you are doing, and this is so based on the backend work Tars has completed. Also, they are flexible to the clients' requests.
Keisha Cameron
Product Manager
“Easy for cooperation and open to agreement.”
One of the biggest qualities of TARS is their ability to truly understand their clients' needs. They took the time to thoroughly assess our requirements, offering valuable insights and recommendations that we hadn't even considered. This level of personalized attention made a significant difference in the success of our project.
Milica Petrovic
Customer Care Project Associate
“Great service”
The guys at Tars are so passionate about bots and maximum engagement. Tars is overall a great product with really nice people there to help me engage and automate conversations I would have otherwise missed.
Nigel Gosling
Health Coach
“Best in class for lead generation”
TARS is an essential tool within our lead gen strategy. I started to use it a couple years ago, and the platform evolved to focus on results. You can integrate your Google Analytics, Facebook Pixel, and AdWords conversion tag to track results and measure your campaign. You can also integrate with Zapier, which opens a lot of possibilities. Compared with static landing pages, we have seen an increase in conversions and more engagement.
Leonardo Wolff
Founder
“Very professional and cooperative”
Building an automated chat that our customers actually used and reduced calls amount.
Maryam Alhaddad
Customer Journey Designer
“Flexibility and good service”
Tars platform is very flexible, so you can do pretty much any flux you desire. Also integrates with any third party through APIs with a very simple and easy-to-use interface. Also tars team is great! Always at disposal and brings suggestions and solutions for any issue encountered during the process of building the chatbot.
Lucas Von Lachmann
Process Manager
“Deserved The title of the Best Chatbot of the Year”
If you are building chatbots, you cannot go wrong with TARS. I have been with this company since their beginning. Seen how they have grown. I have tested a lot of bots, but this one is still the best out there. We use WhatsApp a lot for our business. And what I like best is that I can have 1 chatbot for website and for my WhatsApp. I especially appreciate their support team as well. Whenever I am stuck, they quickly reply to my questions.
MJ Felix
Chairman
“Advanced integration, easy to use, and very customizable.”
This chatbot does everything from AI integration to complete customization and is excellent for lead conversion in most industries. I think the pre-formatted templates are an excellent boost to get started quickly. The team is also excellent.
Rachel Rowling
Chief Operating Officer
“The chatbot implementation has exceeded expectations!”
The implementation has delivered 24/7 customer support and is proving its value by reducing Contact center calls by around 5% in just four months of operation. Beyond enhancing the e-care experience, the chatbot is driving impressive business results, achieving a remarkable 20% month-on-month growth.
Victor Pereira
Customer Care and CX Manager
“We're saving an average of 4,000+ calls a month.”
Implementing an Agent revolutionized our customer service channels and our service to Indiana business owners. We're saving an average of 4,000+ calls a month and can now provide 24x7x365 customer service️ along with our business services.
Lindsey Roark Mayes
Ex-Director of SOS IT (State of Indiana)
“Cutting down on staff needing to email back.”
Since our launch of Tars Agents, we've had more than 5k interactions with them from individuals on the website. We saw prospects interacting with the Agent regarding application timelines, tuition, curriculum, and other items that may come through an email. This provides another avenue of access to our team while cutting down on staff needing to email back.
Levi Eastwood
Marketing Director of UCI Merage School
“Powerful tool - and there's so much more still to explore!”
I love the flexibility of the TARS chatbot design tool. The ability to drop in a new gambit and easily de-link and re-link gambits before and after it saves HOURS of time lost if I had to regenerate from scratch. TARS stands out for its flexibility, consistent performance, and outstanding support.
Aaron Rittmaster
Founder
“I like the product.”
Takes those boring forms and allows you to make the collecting of customer information enjoyable for the user. It has a lot of value and I see the company constantly working on improving it.
Pierre Rattini
Director of Marketing
“Very responsive and supportive Team”
I love how supportive and responsive the team members are. The chatbots are not difficult to build once you have an idea of what you are doing, and this is so based on the backend work Tars has completed. Also, they are flexible to the clients' requests.
Keisha Cameron
Product Manager
“Easy for cooperation and open to agreement.”
One of the biggest qualities of TARS is their ability to truly understand their clients' needs. They took the time to thoroughly assess our requirements, offering valuable insights and recommendations that we hadn't even considered. This level of personalized attention made a significant difference in the success of our project.
Milica Petrovic
Customer Care Project Associate
“Great service”
The guys at Tars are so passionate about bots and maximum engagement. Tars is overall a great product with really nice people there to help me engage and automate conversations I would have otherwise missed.
Nigel Gosling
Health Coach
“Best in class for lead generation”
TARS is an essential tool within our lead gen strategy. I started to use it a couple years ago, and the platform evolved to focus on results. You can integrate your Google Analytics, Facebook Pixel, and AdWords conversion tag to track results and measure your campaign. You can also integrate with Zapier, which opens a lot of possibilities. Compared with static landing pages, we have seen an increase in conversions and more engagement.
Leonardo Wolff
Founder
“Very professional and cooperative”
Building an automated chat that our customers actually used and reduced calls amount.
Maryam Alhaddad
Customer Journey Designer
“Flexibility and good service”
Tars platform is very flexible, so you can do pretty much any flux you desire. Also integrates with any third party through APIs with a very simple and easy-to-use interface. Also tars team is great! Always at disposal and brings suggestions and solutions for any issue encountered during the process of building the chatbot.
Lucas Von Lachmann
Process Manager
“Deserved The title of the Best Chatbot of the Year”
If you are building chatbots, you cannot go wrong with TARS. I have been with this company since their beginning. Seen how they have grown. I have tested a lot of bots, but this one is still the best out there. We use WhatsApp a lot for our business. And what I like best is that I can have 1 chatbot for website and for my WhatsApp. I especially appreciate their support team as well. Whenever I am stuck, they quickly reply to my questions.
MJ Felix
Chairman
“Advanced integration, easy to use, and very customizable.”
This chatbot does everything from AI integration to complete customization and is excellent for lead conversion in most industries. I think the pre-formatted templates are an excellent boost to get started quickly. The team is also excellent.
Rachel Rowling
Chief Operating Officer
“The chatbot implementation has exceeded expectations!”
The implementation has delivered 24/7 customer support and is proving its value by reducing Contact center calls by around 5% in just four months of operation. Beyond enhancing the e-care experience, the chatbot is driving impressive business results, achieving a remarkable 20% month-on-month growth.
Victor Pereira
Customer Care and CX Manager

Privacy & Security

We’ll never let you lose sleep over privacy and security concerns

At Tars, we take privacy and security very seriously. We are compliant with GDPR, ISO, SOC 2, and HIPAA.

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ISO
SOC 2
HIPAA

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