Sold by: HERE Technologies
Deployed on AWS
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Give your AI agents real-world location context to enable reliable location decisions, grounded in HERE's enterprise-grade map data, live traffic, and road intelligence - at lower cost, even under complex, multi-constraint conditions.
Available via Model Context Protocol (MCP), HERE Location Reasoning is a model-agnostic spatial execution layer for your AI so any MCP-compatible agent can reason about the real world with consistent results, lower token usage, and reduced latency and API costs. Built for developers and enterprise teams building production-ready, location-aware AI agents.
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Overview
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HERE Location Reasoning Overview
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Constraint Aware Routing
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Complex Trip Planning
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Reachability Over Distance
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Performance that matters
HERE Location Reasoning is a deterministic spatial execution layer that connects your AI stack to HERE's trusted geospatial intelligence, enabling reliable decision-making. The LLM interprets user intent, while HERE Location Reasoning computes the underlying location logic such as routes, constraints, spatial relationships, and real-world feasibility.
Unlike traditional SaaS or REST-based mapping APIs, HERE Location Reasoning is purpose-built for agentic consumption - designed to be called autonomously by AI systems at runtime, returning answers faster while reducing token usage and unnecessary API calls, optimizing the cost of running location-based AI.
Subscribe to HLR directly on AWS Marketplace to start your one-month free trial. Convert to the paid plan when you're ready to continue with pay-as-you-go subscription. Complete a one-time HERE Platform onboarding, and connect your agents to the MCP endpoint to start building.
HLR exposes tools covering the core building blocks of spatial reasoning: Geocoding, Routing, Search and Discovery, Traffic, Isolines, Map Rendering, and Tool Discovery - solving complex spatial problems deterministically, something LLMs can't reliably do on their own. Activate agentic use-cases that require reachability over distance, multi-stop planning, constraint-aware routing, road-context, map attributes that define real-world access, live traffic and re-routing, and spatial verification for compliance and audit workflows.
Subscribe to HLR on AWS Marketplace to start your one-month free trial or contact AWSHLRSales@here.com for requesting a customized private offer.
Highlights
- Build reliable AI: HERE Location Reasoning grounds your AI in authoritative map data and performs reliable spatial computation delivering accurate, deterministic, explainable outputs for real-world location tasks
- Lower AI operational costs: HERE Location Reasoning governs how and when services are used at runtime, reducing latency, token usage, and API call costs for location-based queries, enabling enterprise-grade use cases
- Trusted, premium data: Access location intelligence from the world's number one location platform, built on 40 years of map data leadership. Unlock enterprise-grade agentic use cases with premium, non-public content
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Pricing
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Try this product free according to the free trial terms set by the vendor.
Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
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Dimension | Description | Cost/unit |
|---|---|---|
HLR Basic | Flat pricing for each tool calls for all listed services in HERE Location Reasoning. | $0.006 |
Dimensions summary
This listing uses one pricing dimension: HLR Basic (Units). You pay a flat rate for each tool call made across all services included in HERE Location Reasoning. Tool calls cover tasks such as geocoding, routing, traffic analysis, place search, and map rendering, all billed at the same per-unit rate. Your cost scales directly with how many tool calls your AI agents make. There are no tiers or separate rates per service type. The more calls you run, the more units you consume, so billing tracks actual usage.
Top-of-mind questions for buyers
A tool call is one request your AI agent sends to HERE Location Reasoning to run a task. These tasks include geocoding, routing, traffic analysis, place search, map rendering, transit planning, and isoline calculation. Each call to one of these tools is billed as a unit.
A single user request may break into several tool calls. For example, finding charging stations along a route can trigger separate calls to geocode locations, calculate the route, and search the corridor. Each of those calls counts as one unit, so a multi-step workflow consumes multiple units.
No. All listed services bill at the same flat per-unit rate under HLR Basic (Units). A map rendering call costs the same as a routing or traffic call. There are no separate rates by service type, so your bill depends only on total call volume.
docs.here.com
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Delivery details
Software as a Service (SaaS)
SaaS delivers cloud-based software applications directly to customers over the internet. You can access these applications through a subscription model. You will pay recurring monthly usage fees through your AWS bill, while AWS handles deployment and infrastructure management, ensuring scalability, reliability, and seamless integration with other AWS services.
Resources
Vendor resources
Support
Vendor support
Every HERE Location Reasoning subscription includes access to product documentation, tutorials, and knowledge base resources https://docs.here.com/location-reasoning/docs/hlroverview
For technical support, connect with us on our slack community via here.com/developer and join here-location-reasoning channel.
For enterprise support needs, including faster response-time SLAs, a designated technical contact, or onboarding services, additional HERE Support Plans are available at https://www.here.com/get-started/pricing/support-plans .
For sales, licensing, or enterprise support questions, contact HERE at https://www.here.com/contact or connect through HERE sales email AWSHLRSales@here.com
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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Customer reviews
Vishal B.
Intuitive Navigation with Room for Accuracy Improvements
Reviewed on Dec 20, 2025
Review provided by G2
What do you like best about the product?
I like the good user interface of HERE Location Services, which clearly highlights flyovers and turns in a 3D manner. I found it to be better than Google Maps for these features. It makes flyers and turns identification easier and helps me avoid taking wrong turns or reduces confusion at signals, which decreases the chances of accidents.
What do you dislike about the product?
I don't like the accuracy of HERE Location Services. Sometimes the routes shown aren't the best, or they suggest longer routes that take more time. The reliability isn't 100%.
What problems is the product solving and how is that benefiting you?
HERE Location Services helps with GPS navigation and directions, making it easier to avoid wrong turns and reduces confusion at signals. The interface clearly highlights flyovers and turns, reducing accidents.
Liezl P.
HERE's Innovation to Location Services
Reviewed on Jul 31, 2023
Review provided by G2
What do you like best about the product?
I enjoyed the partnership we used to have. Attending sessions to explain new ventures and innovation. The partnerships they have regarding vehicle mapping services.
What do you dislike about the product?
As for the South African market, they are quite expensive due to the exchange rate. But given the opportunity, I would work with them again for sure. Wonderful team to work with.
What problems is the product solving and how is that benefiting you?
Having their navigation system in our vehicles
Computer Software
A very comprehensive API
Reviewed on Jul 29, 2023
Review provided by G2
What do you like best about the product?
The geolocation capabilities are very complete and the development team has been able to implement them easily
What do you dislike about the product?
Perhaps I would simplify the pricing a bit more, although their prices are very competitive
What problems is the product solving and how is that benefiting you?
The search and geocoding capacity solves us
Dwarkesh B.
Here Api for location based services
Reviewed on Jul 27, 2023
Review provided by G2
What do you like best about the product?
The accuracy and easiness of use of the api's provided by here with their call support with email support is cherry on the top. Compared to its competitors the pricing is quite affordable and can be taken in use with less resources.
What do you dislike about the product?
The learning to be taken to build an optimized version of location services with an already built application is very complex. When relying on third-party APIs, data and privacy may be a concern because one has to be very careful and responsible while sending customer data or company data.
What problems is the product solving and how is that benefiting you?
HERE location has many services like geocoding, routing, traffic data, etc. In my use case, we were creating an automated validation of end users' information authenticity. For example, if a user has entered a location in his virtual form, we send it to the HERE API and validate it if we get the correct response back. Then the data is used for creating a route for delivering the products to the user correctly.
Santosh H.
Alternative to Google maps
Reviewed on Jul 15, 2023
Review provided by G2
What do you like best about the product?
Here location services provide real-time traffic information. This app allows the user to update any congestion, accident, or police location in real-time. Provides the best alternative route which saves time and money.
What do you dislike about the product?
Here location services have just above average UI which is kind of cartoonish which many of us may not like. The app hangs sometimes which makes users frustrated.
What problems is the product solving and how is that benefiting you?
As mentioned, this is an alternative to Google Maps with multiple options for users to update real-time situations, which benefits co-drivers, and the update from users will take minimal approval to go live in the application.