GraphHopper

AI agents that answer delivery ETAs and route questions instantly

Customers want to know when their package arrives or how far the nearest store is. Your AI agent taps into GraphHopper's routing and geocoding engine to calculate distances, provide ETAs, and answer location queries in real time, reducing logistics support tickets by half.

Chosen by 800+ global brands across industries

Logistics intelligence at conversation speed

Your AI agent becomes a routing expert, calculating distances, converting addresses, and solving delivery optimization problems mid-conversation.

GraphHopper

Use Cases

Delivery and logistics scenarios solved

See how logistics companies use AI agents to answer location questions, estimate delivery windows, and optimize routes without human dispatchers.

Real-Time Delivery ETA for Anxious Customers

A customer messages your support chat asking when their package will arrive. Your AI Agent takes the driver's current coordinates and the delivery address, calls GraphHopper's Route API with a truck profile, and responds with the estimated travel time and distance. The customer gets a precise ETA instead of a vague 'sometime today.' Your support team handles zero ETA inquiries.

Service Area Verification Before Checkout

A potential customer enters their address and wants to know if you deliver to their location. Your AI Agent geocodes the address through GraphHopper, calculates an isochrone from your nearest hub, and confirms whether the address falls inside your delivery radius. Customers get instant confirmation, and your sales team never fields 'do you deliver here?' calls again.

Multi-Stop Route Planning for Field Teams

A field service manager submits ten client addresses for the next day's visits. Your AI Agent feeds the stops into GraphHopper's VRP optimization engine with vehicle capacity constraints and time windows, returning the most efficient visit sequence. The manager receives a ready-to-follow itinerary in seconds, saving an hour of manual planning each morning.

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FAQs

Frequently Asked Questions

How does the AI agent calculate delivery ETAs using GraphHopper?

The agent calls GraphHopper's Route API with the driver's current location and delivery address, specifying the vehicle profile (car, truck, bike). GraphHopper returns distance, travel time, and turn-by-turn instructions. The agent then converts the raw travel time into a customer-friendly ETA, factoring in your configured buffer times.

Can the agent geocode partial or ambiguous addresses?

Yes. GraphHopper's Geocoding API supports forward geocoding with autocomplete and country filtering. The agent sends the partial address, receives ranked suggestions with coordinates and confidence scores, and either picks the best match or asks the customer to confirm from a short list.

What vehicle routing constraints does the VRP solver handle?

GraphHopper's VRP endpoint supports time windows, vehicle capacities, pickup-delivery pairs, driver skill requirements, and multiple objectives. Your AI agent can submit all these constraints and receive an optimized route sequence. Jobs too complex for a single API call get queued for asynchronous processing.

Does GraphHopper work globally or only in specific regions?

GraphHopper uses OpenStreetMap data, which provides worldwide coverage. Routing, geocoding, isochrone, and matrix calculations work for any country or region mapped in OSM. Coverage quality varies by region but is excellent in North America, Europe, and most of Asia.

How is this different from using Google Maps in my chatbot?

GraphHopper offers vehicle route optimization (VRP), isochrone analysis, and custom routing profiles that Google Maps does not expose through its consumer APIs. GraphHopper also uses OpenStreetMap data with transparent pricing per request, avoiding the unpredictable costs of Google Maps Platform at scale.

Does Tars store the route or location data returned by GraphHopper?

No. Tars queries GraphHopper in real time during each conversation. Route geometries, coordinates, and travel times are fetched live and used only to respond to the customer. No geospatial data is persisted in Tars after the conversation ends.

Can the agent handle isochrone queries for service area mapping?

Yes. The agent calls GraphHopper's Isochrone API with a center point, travel time or distance limit, and vehicle profile. It returns polygon boundaries showing reachable areas. You can use this to verify if a customer's address falls within your delivery or service zone.

What happens if GraphHopper cannot find a route between two points?

The agent handles this gracefully. If no route exists (disconnected road networks, pedestrian-only areas for trucks), GraphHopper returns an error. The agent informs the customer, suggests an alternative pickup location, or escalates to a human dispatcher for manual resolution.

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
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