Trusted by teams building with agents
// Products
The world's physical data, structured for agents.
Four live products. Query via API, MCP, or download.
GPS MOBILITY
Footfall Data
How people move - origin, destination, dwell time.
Aggregated, privacy-safe foot traffic from mobile signals. Hourly patterns by location, origin-destination pairs, catchment analysis. 100m spatial resolution.
100m
SPATIAL RESOLUTION
Hourly
TEMPORAL GRAIN
Privacy-safe
AGGREGATED SIGNAL
CAR TRAFFIC
Road Traffic Data
Vehicle flow, road density, congestion - at any hour.
Segment-level traffic counts, speeds, and congestion scores. Historical trends and live feeds. Built for logistics routing, retail access scoring, and urban planning.
Every road
SEGMENT COVERAGE
15min
GRANULARITY
Live
FEED AVAILABLE
For thirty years, maps were made for humans to look at. Now they need to be read by machines that act.
// YESTERDAY
Static maps. Humans planning.
// TODAY
Dashboards. Humans deciding with data.
// TOMORROW
Agents querying the physical world directly. xMap is the layer they query.
05 / Use Cases
What can you build on xMap?
Every industry that touches physical space is being rewritten by agents.
Hospitality
Hospitality
"Score 50 Nashville addresses for a fast-casual concept. Surface the top 5 with rationale."
Nashville, TN - 50 addresses ranked in 4 minutes.
poi
competition
events
See full case
Retail Site
Retail Site
Where in Austin should I open a third location? Optimize for foot traffic, minimize cannibalization.
Austin, TX - agent outperformed broker 3 of 3 markets.
mobility
competitio
poi
See full case
Real Estate
Real Estate
"Find me 5 underpriced parcels in Brooklyn within 10min of a subway, foot traffic > 10k/day."
Find me 5 underpriced parcels in Brooklyn within 10min of a subway, foot traffic > 10k/day.
parcel_price
mobility
access
demographics
See full case
Climate
Climate
"Identify urban heat island clusters in Phoenix correlated with low-income demographics."
Phoenix, AZ - 14 priority zones identified.
buildings
demographics
mobility
See full case
Tourism
Tourism
"Build a 3-day NYC family itinerary optimizing transit time."
Manhattan, NYC - itinerary generated in seconds.
poi
mobility
events
access
See full case
Energy & Utilities
Energy & Utilities
"Site EV charging stations across Denver capturing 80% of commute traffic."
Denver, CO - 18 sites shortlisted from 2,400 parcels
car_traffic
parcel_ownership
access
See full case
Out-of-Home Ads
Out-of-Home Ads
"Rank 200 LA billboards by 18–34 impressions during weekday drive-time."
Los Angeles, CA - media buy optimized across 200 faces.
mobility
demographics
Out-of-Home Ads
See full case
Telecom
Telecom
"Recommend 5G small-cell placements across SF that maximize coverage and minimize permit risk."
San Francisco, CA - 14 optimal sites found.
parcel_ownership
buildings
mobility
See full case
Urban Planning
Urban Planning
"Show me the 20 intersections in Chicago with the worst pedestrian-vehicle conflict over 90 days."
Chicago, IL - review time cut 70%
car_traffic
mobility
events
See full case
Banking
Banking
"Validate the collateral profile of this mortgage against neighborhood comps and traffic trends."
Chicago, IL - LTV analysis with 6 xMap signals
parcel_price
mobility
demographics
See full case
Insurance
Insurance
"Flag all commercial parcels in flood zones in the Houston metro under our book."
Houston, TX - 3,800 at-risk parcels identified.
parcel_ownership
buildings
access
See full case
Logistics
Logistics
"Every industry that touches physical space is being rewritten by agents."
Miami, FL - −22% avg delivery time in 90 days.
car_traffic
access
parcel
See full case
06 / Agent Story
A real estate investor's agent evaluates a plot on Bleecker St, NYC.
07 / Why xMap
AI-native by design.
Built for agents, not analysts. Every dataset is queryable through MCP, REST, and SQL - no GIS expertise required.
Agentic from day one.
Our datasets ship with agent-ready schemas, embeddings, and tool definitions. Plug into Claude, GPT, or your own stack in minutes.
The physical world, archived.
We ingest, normalize, and version-control the real world so your agent's view of it is never stale.
08 / Built for the Agent Stack
Works wherever your agent lives.
Native MCP server, Python SDK, and REST API. Plug into Claude, GPT-4o, or your own stack in minutes.
Claude
GPT-4o
Gemini
LangChain
CrewAI
from xmap import Layer, Agent
agent = Agent(api_key=os.environ["XMAP_ KEY"])
result = agent.evaluate(
parcel="314 Bleecker St, NYC",
objective="cafe_concept",
layers=["mobility","competition",
"demographics"," parcel_ price",
"attractions"],
radius_m=500,
)
print(result.decision) # "PROCEED"
print(result.confidence) # 0.84
print(result.recommended_action)# "lease, not buy"
agent = Agent(api_key=os.environ["XMAP_ KEY"])
result = agent.evaluate(
parcel="314 Bleecker St, NYC",
objective="cafe_concept",
layers=["mobility","competition",
"demographics"," parcel_ price",
"attractions"],
radius_m=500,
)
print(result.decision) # "PROCEED"
print(result.confidence) # 0.84
print(result.recommended_action)# "lease, not buy"
// claude_desktop_config.json
{
"mcpServers": {
"xmap": {
"command": "npx",
"args": ["-y", "@xmap/mcp-server"],
"env": { "XMAP_API_KEY": "xm_..." }
}
}
}
// Tools available automatically:
// xmap_poi_search · xmap_mobility_query
// xmap_parcel_lookup · xmap_traffic_flow
// xmap_demographics_profile
{
"mcpServers": {
"xmap": {
"command": "npx",
"args": ["-y", "@xmap/mcp-server"],
"env": { "XMAP_API_KEY": "xm_..." }
}
}
}
// Tools available automatically:
// xmap_poi_search · xmap_mobility_query
// xmap_parcel_lookup · xmap_traffic_flow
// xmap_demographics_profile
curl -X POST https://api.xmap.ai/v1/evaluate \
-H "Authorization: Bearer xm_..." \
-d '{
"parcel": "314 Bleecker St, NYC",
"objective": "cafe_concept",
"layers": ["mobility","competition",
"demographics","parcel_price"],
"radius_m": 500
}'
# → { "decision": "PROCEED",
# "confidence": 0.84,
# "reasoning_trace": [...] }
-H "Authorization: Bearer xm_..." \
-d '{
"parcel": "314 Bleecker St, NYC",
"objective": "cafe_concept",
"layers": ["mobility","competition",
"demographics","parcel_price"],
"radius_m": 500
}'
# → { "decision": "PROCEED",
# "confidence": 0.84,
# "reasoning_trace": [...] }
// Access the data
Two ways to use xMap data.
Query in real time, or download the dataset. Both live today at poi.xmap.ai
API & MCP
Query in real time from any agent, IDE, or codebase. Returns structured JSON with 30+ fields per location. p95 latency under 200ms.
# MCP - Claude Desktop / Cursor
https://api.poi-data.com/mcp/
YOUR_API_KEY
# REST
GET /v1/search?q=coffee
&near=40.730,-73.935&radius_m=500
https://api.poi-data.com/mcp/
YOUR_API_KEY
# REST
GET /v1/search?q=coffee
&near=40.730,-73.935&radius_m=500
Claud
GPT-4o
Cursor
LangChain
REST
24M US POIs live now · API + MCP + download · poi.xmap.ai
09 / Architecture
How xMap fits into your agent stack.
Every source flows to every layer. Every layer flows to every integration.
const response = await claude.messages.create({
model: "claude-opus-4-5",
tools: xmap.mcp_tools(),
messages: [{
role: "user",
content: "Evaluate 314 Bleecker St for a café"
}]
});
// Claude calls xmap_poi_search,
// xmap_mobility_query, xmap_parcel_lookup
// automatically - no routing needed.
model: "claude-opus-4-5",
tools: xmap.mcp_tools(),
messages: [{
role: "user",
content: "Evaluate 314 Bleecker St for a café"
}]
});
// Claude calls xmap_poi_search,
// xmap_mobility_query, xmap_parcel_lookup
// automatically - no routing needed.
from xmap import Agent
agent = Agent(api_key=os.environ["XMAP_KEY"])
result = agent.evaluate(
parcel="314 Bleecker St, NYC",
objective="cafe_concept",
layers=["mobility","competition",
"demographics","parcel_price"],
radius_m=500,
)
print(result.decision) # "PROCEED"
print(result.confidence) # 0.84
agent = Agent(api_key=os.environ["XMAP_KEY"])
result = agent.evaluate(
parcel="314 Bleecker St, NYC",
objective="cafe_concept",
layers=["mobility","competition",
"demographics","parcel_price"],
radius_m=500,
)
print(result.decision) # "PROCEED"
print(result.confidence) # 0.84
SELECT p.parcel_id, p.address,
m.daily_foot_traffic,
v.est_value_sqft,
COUNT(c.poi_id) AS competitors
FROM xmap.parcels p
LEFT JOIN xmap.mobility m
ON p.geom && m.bbox AND m.window='30d'
LEFT JOIN xmap.parcel_values v
ON p.parcel_id = v.parcel_id
LEFT JOIN xmap.poi c
ON ST_DWithin(p.geom,c.geom,500)
AND c.category='cafe'
WHERE p.city='New York'
AND m.daily_foot_traffic > 10000
GROUP BY 1,2,3,4;
m.daily_foot_traffic,
v.est_value_sqft,
COUNT(c.poi_id) AS competitors
FROM xmap.parcels p
LEFT JOIN xmap.mobility m
ON p.geom && m.bbox AND m.window='30d'
LEFT JOIN xmap.parcel_values v
ON p.parcel_id = v.parcel_id
LEFT JOIN xmap.poi c
ON ST_DWithin(p.geom,c.geom,500)
AND c.category='cafe'
WHERE p.city='New York'
AND m.daily_foot_traffic > 10000
GROUP BY 1,2,3,4;
09b / Integrations
700+ full integrations.
Your agents, connected.
xMap agents don't just read data - they act. Connect to the tools your team already uses and let agents write CRM records, trigger workflows, push to warehouses, and notify stakeholders the moment a site decision is made.
pre-built connectors
700+
Figma
Dropbox
Zoom
Databricks
Intercom
Twilio
MongoDB
PostgreSQL
Amazon S3
Slack
Microsoft Teams
HubSpot
Salesforce
Jira
QuickBooks
Airtable
Xero
Google Drive
Notion
Linear
GitHub
Anthropic
OpenAI
Stripe
Snowflake
Zendesk
Asana
ClickUp
Confluence
Discord
Figma
Dropbox
Zoom
Databricks
Intercom
Twilio
MongoDB
PostgreSQL
Amazon S3
Slack
Microsoft Teams
HubSpot
Salesforce
Jira
QuickBooks
Airtable
Xero
Google Drive
Notion
Linear
GitHub
Anthropic
OpenAI
Stripe
Snowflake
Zendesk
Asana
ClickUp
Confluence
Discord
Figma
Dropbox
Zoom
Databricks
Intercom
Twilio
MongoDB
PostgreSQL
Amazon S3
Slack
Microsoft Teams
HubSpot
Salesforce
Jira
QuickBooks
Airtable
Xero
Google Drive
Notion
Linear
GitHub
Anthropic
OpenAI
Stripe
Snowflake
Zendesk
Asana
ClickUp
Confluence
Discord
Figma
Dropbox
Zoom
Databricks
Intercom
Twilio
MongoDB
PostgreSQL
Amazon S3
Slack
Microsoft Teams
HubSpot
Salesforce
Jira
QuickBooks
Airtable
Xero
Google Drive
Notion
Linear
GitHub
Anthropic
OpenAI
Stripe
Snowflake
Zendesk
Asana
ClickUp
Confluence
Discord
Auth handled
OAuth, API keys, JWT - managed automatically per provider.
Rate limits
Smart throttling and retry logic baked in, no config needed.
Pagination
Cursor and offset-based pagination abstracted away.
Webhooks
Real-time event streaming with signature verification.
10 / Live Demo
Try it. No signup.
Type a question. Watch the agent query the world.
11 / Case Studies
In production with builders shaping the next decade.
National Real Estate Fund
NYC · Boston · Miami · Austin · LA · Chicago · Seattle · Denver
Cut deal-screening time from 14 days to 90 minutes.
A top-25 US real estate fund deployed an internal AI agent on xMap's parcel, mobility, and demographics layers to pre-screen acquisition targets across 9 metros. The agent evaluated 4,200+ parcels per week.
14d → 90min screening
4,200 parcels/wk
＋38% deal pipeline
"xMap is the only data layer we found that actually ships with agent-ready schemas. We had a working prototype in a day."
- CTO, US Real Estate Fund
Read the full case study →
National QSR Brand · 1,400+ US locations
8 head-to-head markets
Site selection model that out-performed brokers in 7 of 8 markets.
A QSR brand replaced their broker-led site selection process with an agent on xMap's mobility, competition, and demographics layers. Head-to-head test across 8 markets - agent won 7.
7 of 8 markets won
$2.1M avg saved/site
＋19% Y1 store revenue
"The agent surfaces things a broker's gut can't - traffic patterns at 7am on a Tuesday."
- VP Real Estate, QSR Brand
Read the full case study →
National Last-Mile Logistics Platform
Top 50 US metros
Reduced average delivery time 22% in 90 days.
A same-day delivery platform integrated xMap's car-traffic, buildings, and parcel layers into their hub-placement and routing models, redesigning their network across 50 metros in 90 days.
−22% avg delivery time
＋11pts NPS
$48M annual route savings
"xMap gave us ground truth on traffic patterns we couldn't get anywhere else at this resolution."
- Head of Network Engineering
Read the full case study →
// Success Stories
The world's most data-driven companies choose xMap.
Hover any card to see what they built.
Rakuten
Japan - Communication
To advance AI-driven geospatial intelligence for network deployment and market analysis
collaborated with Rakuten Symphony to advance AI-driven geospatial intelligence for network deployment and market analysis. The partnership focuses on transforming data into actionable intelligence for telecom infrastructure and market segmentation.
POI
Football
Demographics
Sovereign Wealth Fund
Unilever
FMCG · Japan
xMap emerged as the trusted provider of restaurant data in the Middle East and Africa, offering a tailored solution to Unilever's unique data-sourcing challenge.
By leveraging xMap's datasets, Unilever achieved a transformative impact on its market analysis. The precise data not only resolved their data-sourcing challenge but also elevated strategic decision-making in the Middle East and Africa.
FMCG · Global
POI
Car Traffic
Parcel
PIF
Govt. Riyadh
xMap delivered comprehensive city-scale motion data for PIF, leveraging geostatistical and demographic data.
By providing PIF with comprehensive city-scale motion data in Riyadh, xMap's solution not only overcame the challenge of swift access to diverse areas but also empowered PIF to enhance their decision-making with geostatistical insights.
parcel
Football
Demographics
Sovereign Wealth Fund
Lavazza
Coffee & F&B
To support its market entry strategy, the brand collaborated with xMap’s data solutions to transform its site selection strategy.
"By visualizing xMap’s data on maps, Lavazza could spatially understand market dynamics, leading to better decision-making."
Football
POI
Car Traffic
Sovereign Wealth Fund
Coca‑Cola
Japan Beverages
xMap addressed Coca-Cola Japan's challenge by providing extensive data access and availability beyond borders, unlocking new possibilities for sales enablement.
Empowered by xMap's solution, Coca-Cola Japan expanded its reach beyond the local market, tapping into comprehensive global data. This helped in developing sales enablement strategies, driving enhanced market insights and opportunities beyond Japan.
Car Traffic
Parcel
Demographics
Sovereign Wealth Fund
12 / Coverage
Live in 100+ countries.
Choose a coverage layer - the map highlights where that surface is strongest. Hover a highlighted country for depth.
13 / Developer Experience
Built for developers.
Documentation that reads like a textbook. SDKs in five languages. SLAs that hold.
01
First-class agent integrations.
MCP server pre-configured for Claude, Cursor, and any MCP-compatible agent. Tool definitions, schemas, and worked examples ready to paste. First query in under 60 seconds.
02
Five SDKs, one shape.
Python, TypeScript, Go, Rust, and Swift. All identical surface area. Same method names, same response shapes, same error types. Learn once, use anywhere.
03
Production-grade SLA.
99.95% uptime SLA, p95 query latency under 200ms, audit logs, SOC 2 Type II. Versioned snapshots mean your agent always queries a consistent state.
all systems operational · 99.97% uptime last 30d
14 / Pricing
Pricing built for builders.
Start on free credits, graduate to Pro with top-ups and auto-reload, or run unlimited throughput on Enterprise.
Developer
Explore every layer on real queries - no card required.
Free
- 1,000 credits included
- 5 requests per second
- REST, SDKs, and MCP
- Community support
15 / FAQ
Questions worth answering up front.
What's the difference between xMap and Google Maps / Mapbox?
Google Maps and Mapbox are built for displaying maps to human eyes - navigation, tiles, embeds. xMap is built for machines. Every layer ships with agent-ready schemas, tool definitions, and MCP bindings. There are no tiles, no SDKs for rendering, no visual map component. It's a data infrastructure layer, not a mapping product.
How is xMap pricing structured?
We meter usage in credits. Developer includes 1,000 credits at no cost. Pro starts at $99/mo with credit top-ups and auto-reload, and scales to 25 requests per second. Enterprise starts at 1M+ credits per month with unlimited queries per second, VPC or on-prem options, and custom SLAs. Every tier includes the full data stack your agents need.
What's the data freshness across the layers?
POI data refreshes daily. Car traffic and GPS mobility update hourly. Parcel ownership and parcel price update weekly (or on public record filing for ownership). Demographics update monthly from aggregated panel data. Every snapshot is version-controlled - you can always query a specific date.
Where does the data come from, and is it licensed for commercial use?
xMap aggregates from satellite imagery providers, anonymized mobile SDK panels, public land records, commercial data partners, and government open-data sources. All layers are licensed for commercial use. Our mobility data is privacy-preserving by design - no PII, no individual-level tracking, all data is aggregated and anonymized at source.
How does the MCP integration work with Claude or other agents?
Run 'npx @xmap/mcp-server' and point Claude Desktop (or any MCP-compatible client) at it. The server exposes all 10 layers as named MCP tools. Your agent discovers them automatically - no routing code, no schema definitions to write. See our docs for a working Claude config in under 5 minutes.
What are the rate limits and SLAs?
Developer is capped at 5 requests per second. Pro supports 25 requests per second with production SLAs. Enterprise removes the ceiling with unlimited queries per second and limits tailored to your contract. Latency and uptime targets are agreed with your team on Pro and Enterprise.
Do you offer on-prem or VPC deployments?
Yes - Enterprise plans include VPC deployment on AWS, GCP, or Azure. We also support air-gapped deployments for regulated industries (banking, insurance, government). Contact sales for a scoping call.
How does xMap handle privacy and PII for mobility data?
All mobility data is aggregated and anonymized before it enters xMap. We never store or expose individual device IDs, individual trajectories, or any PII. Aggregates require a minimum cohort size before they're surfaced. xMap is GDPR-compliant, and our mobility data processing is certified under relevant privacy frameworks in each jurisdiction.
16 / Manifesto
We believe agents need a shared map of the world.
The first AI revolution gave machines a way to read text. The next one will give them a way to act in the world. But action requires grounding - a model of where things are, who owns them, who lives there, who passes through, what's nearby, what's changing.
That model has never existed in a form an agent can use. Maps were built for human eyes. Databases were built for human queries. Dashboards were built for human attention. None of them were built for a system that thinks at machine speed and operates at machine scale.
xMap is that model. We are building the canonical, queryable, live archive of the physical world - and we're making it the easiest layer in the agent stack to integrate.
That model has never existed in a form an agent can use. Maps were built for human eyes. Databases were built for human queries. Dashboards were built for human attention. None of them were built for a system that thinks at machine speed and operates at machine scale.
xMap is that model. We are building the canonical, queryable, live archive of the physical world - and we're making it the easiest layer in the agent stack to integrate.
- the xMap team · NYC · 2026
// Blog & News
From the xMap team.
All posts →
Global
Footfall Traffic Data: A Complete Guide for Data-Driven Site Intelligence
Unlock the power of footfall data for smarter decisions. How can xMap transform your business with actionable insights? Discover the future of location intelligence.
February 10, 2026
20 mins read
New Zealand
How many Domino's Pizza are there in New Zealand? | All You need to know
There are 158 Domino’s Pizza locations in New Zealand as of 2025-12-12. The region with the most locations is Auckland, with 55 sites, accounting for 34.81% of all locations.
December 23, 2025
Central America and the Caribbean
15 mins read
New Zealand
How many Burger King are there in the New Zealand? | All You need to know
There are 94 Burger King locations in New Zealand as of 2025-12-12. The region with the most locations is Auckland, with 36 sites, accounting for 38.3% of all locations.
December 23, 2025
Central America and the Caribbean
15 mins read
New Zealand
How many BP Stations are there in the New Zealand? | A Comprehensive report
There are 261 BP locations in New Zealand as of 2025-12-16. The region with the most locations is Auckland, with 70 sites, accounting for 26.82% of all locations.
December 22, 2025
Central America and the Caribbean
15 mins read
New Zealand
How many Subway are there in the New Zealand? - All You need to know
There are 156 Subway locations in New Zealand as of 2025-12-11. The region with the most locations is Auckland, with 48 sites, accounting for 30.77% of all locations.
December 21, 2025
Central America and the Caribbean
15 mins read
New Zealand
How many KFC are there in New Zealand? - Everything You need to know
There are 122 KFC locations in New Zealand as of 2025-12-09. The region with the most locations is Auckland, with 45 sites, accounting for 36.89% of all locations.
December 18, 2025
Central America and the Caribbean
15 mins read
New Zealand
How many McDonald's are there in New Zealand? | All You need to know
There are 183 McDonald’s locations in New Zealand as of 2025-12-11. The region with the most locations is Auckland, with 69 sites, accounting for 37.7% of all locations.
December 15, 2025
Central America and the Caribbean
15 mins read
United Kingdom
How many Barclays banks are there in the United Kingdom?
Discover how many Barclays banks will operate in the UK in 2024. Are you ready to make informed financial decisions with the latest data insights?
December 2, 2025
Europe
12 mins read
United Kingdom
How many Sainsbury's stores are there in the United Kingdom?
Discover how many Sainsbury's stores will be in the UK by 2025. Are you ready to make informed decisions for your F&B business and investments?
December 1, 2025
Europe
12 mins read
United Kingdom
Number of McDonald's restaurants in the United Kingdom in 2025
Discover how many McDonald's will be in the UK by 2025. Are you ready to explore the data insights that could shape your next F&B investment decision?
November 11, 2025
Europe
12 mins read
United Kingdom
Number of Mitchells & Butlers restaurants in the United Kingdom in 2025
Discover how many Mitchells & Butlers restaurants are in the UK in 2024Discover how many Mitchells & Butlers restaurants are in the UK in 2025. Are you ready to make informed decisions for your F&B business or investment strategy?. Are you ready to make informed decisions for your F&B business or investment strategy?
November 10, 2025
Europe
12 mins read
United Kingdom
Number of SPAR stores in the United Kingdom in 2025
Discover the projected number of SPAR stores in the UK by 2025. How will this impact your business strategy? Get the insights you need for informed decisions.
November 9, 2025
Europe
10 mins read
United Kingdom
Number of Boots Pharmacy locations in the United Kingdom in 2025
Discover Boots Pharmacy's UK presence in 2025. How will location data impact your business decisions? Explore insights for strategic planning and investment.
November 3, 2025
Europe
10 mins read
United Kingdom
Number of Morrisons stores in the United Kingdom in 2025
Discover how many Morrisons stores will be in the UK by 2025. Are you ready to make informed investment decisions with the latest retail insights?
October 28, 2025
Europe
12 mins read
USA
Number of Londis stores in the United Kingdom in 2025
Discover the latest insights on Londis store numbers in the UK for 2025. How will this impact your retail strategy and investment decisions? Find out now.
October 27, 2025
North America
12 mins read
United Kingdom
How many Greggs are there in the United Kingdom in 2025?
Discover how many Greggs locations are in the UK in 2025. Explore their distribution and gain insights to make informed F&B business and investment decisions.
October 19, 2025
Europe
6 mins read
United Kingdom
How many Tesco stores are there in the United Kingdom in 2025?
Discover how many Tesco stores will be in the UK by 2025. Are you ready to make informed investment decisions with the latest retail insights?
October 18, 2025
Europe
10 mins read
United Kingdom
How many Co-op Food locations are there in the United Kingdom in 2025?
Discover how many Co-op Food locations will be in the UK in 2025. Are you ready to make informed decisions for your F&B business and investments?
October 17, 2025
Europe
10 mins read
United Kingdom
How many Premier Stores are there in the United Kingdom in 2025?
Discover how Premier Stores' UK locations will evolve by 2025. Are you ready to leverage this data for strategic business and investment decisions?
October 16, 2025
Europe
10 mins read
United Kingdom
Number of Post Office Branch locations in the United Kingdom in 2025
Discover the 2025 landscape of UK Post Office branches. How will their distribution impact your business decisions? Explore data insights for strategic planning.
October 15, 2025
Europe
12 mins read
United Kingdom
Costa Coffee locations (Coffee Shops + Express Machines) in the United Kingdom in 2025
Discover Costa Coffee's UK expansion plans for 2025. How will their location growth impact F&B businesses and investors? Get the insights you need to decide.
October 14, 2025
Europe
12 mins read
USA
10 Largest motorcycle & recreational vehicle dealers in the United States in 2025
Discover the top 10 motorcycle and RV dealers in the US by 2025. Who leads the market with the best services and reputation? Find out to make informed choices.
October 13, 2025
North America
12 mins read
USA
10 Largest lawn & farm equipment dealers in the United States in 2025
Discover the top 10 lawn & farm equipment dealers in the US for 2025. Want to make informed investment decisions? Explore their reach and market influence now.
October 10, 2025
North America
12 mins read
USA
10 Largest food & beverage retail brands in the United States in 2025
Discover the top 10 F&B retail giants in the US by 2025. Which brands lead the market? Uncover insights to guide your business and investment decisions.
October 9, 2025
North America
13 mins read
USA
10 Largest construction & heavy equipment dealers in the United States in 2025
Discover the top 10 construction equipment dealers in the US for 2025. Which giants are leading the industry? Get insights to make informed investment decisions.
October 8, 2025
North America
12 mins read
USA
10 Largest convenience stores in the United States in 2025
Discover the top 10 largest convenience stores in the US by 2025. Want to make informed business decisions? Explore their growth, distribution, and market impact.
October 7, 2025
North America
12 mins read
USA
10 Largest pizza chains in the United States in 2025
Discover the top 10 pizza chains in the US for 2025. Which brands lead the market? Get insights on their growth, distribution, and what it means for investors.
October 5, 2025
North America
13 mind read
USA
What are the largest banks in the United States in 2025?
Discover the top 10 US banks in 2025. How will their growth impact your investments? Dive into data insights crucial for F&B businesses and investors.
October 1, 2025
North America
12 mns read
USA
What are the largest fitness centers in the United States in 2025?
Discover the top 10 largest fitness centers in the US by 2025. How will their growth impact F&B businesses and investors? Explore data-driven insights now.
September 30, 2025
North America
12 mins read
USA
What are the 10 Largest coffee shops in the United States in 2025?
Discover the top 10 largest coffee shops in the US for 2025. How do their sizes and locations impact your investment decisions in the F&B industry?
September 29, 2025
North America
12 mins read
USA
What are the largest gas stations with convenience stores in the United States in 2025?
Discover the top 10 largest gas stations with convenience stores in the US for 2025. Ready to explore key insights for your next F&B investment decision?
September 26, 2025
North America
10 mins read
USA
What are the largest furniture & home furnishings stores in the United States in 2025?
Discover the top 10 largest furniture stores in the US by 2025. Want to make informed investment decisions? Explore their distribution and market insights now.
September 25, 2025
North America
13 mins read
USA
What are the largest shoe stores in the United States in 2025?
Discover the top 10 largest shoe stores in the US for 2025. Want to make informed investment decisions? Explore their distribution and growth insights now.
September 24, 2025
North America
13 mins read
USA
What are the largest sporting goods stores in the United States in 2025?
Discover the top 10 largest sporting goods stores in the US for 2025. Which giants lead the market? Uncover insights to guide your business and investment decisions.
September 23, 2025
North America
13 mins read
USA
What are the largest apparel & accessory stores in the United States in 2025?
Discover the top 10 apparel & accessory giants in the US by 2025. Which stores lead the market? Uncover insights to guide your business and investment choices.
September 22, 2025
North America
13 mins read
USA
What are the largest automobile dealers in the United States in 2025?
Discover the top 10 largest US auto dealers in 2025. Want data-driven insights for smart investments? Explore their distribution and market impact now.
September 19, 2025
North America
12 mins read
USA
What are the largest pet stores in the United States in 2025?
Discover the top 10 largest pet stores in the US for 2025. Want to make informed business decisions? Explore their distribution and insights now.
September 18, 2025
North America
12 mins read
USA
What are the largest snack & nonalcoholic beverage chains in the United States in 2025?
Discover the top 10 snack & nonalcoholic beverage chains in the US by 2025. Want to make informed investment decisions? Dive into our detailed insights now.
September 17, 2025
North America
12 mins read
USA
What are the 10 largest pharmacies in the United States in 2025?
Discover the top 10 largest US pharmacies in 2025. How will their growth impact your business decisions? Explore data insights for strategic planning.
September 16, 2025
North America
12 mins read
USA
What are the largest healthcares in the United States in 2025?
Discover the top 10 largest healthcare systems in the US for 2024. How do they rank and what insights can they offer for your next investment decision?
September 15, 2025
North America
12 mins read
USA
What are the 10 Largest supermarkets in the United States in 2025?
Discover the top 10 largest US supermarkets in 2024. Which chains dominate the market? Uncover insights to guide your retail investments and business strategies.
September 14, 2025
North America
14 mins read
USA
What are the 10 Largest hotels in the United States in 2025?
Discover the 10 largest hotels in the USA in 2025. How do they shape the hospitality landscape? Uncover insights to guide your business and investment decisions.
September 13, 2025
North America
14 mins read
USA
What are the 10 Largest limited service restaurants in the United States in 2025?
Discover the top 10 largest limited service restaurants in the US for 2025. Want insights to drive your F&B business decisions? Explore our detailed analysis now.
September 12, 2025
North America
13 mins read
USA
What are the top 10 Largest full service restaurants in the United States in 2025
Discover the top 10 largest full service restaurants in the US for 2025. Which ones lead the industry? Get insights to make informed F&B investment decisions.
September 11, 2025
North America
13 mins read
USA
What are the 10 Largest grocery chains in the United States in 2025?
Discover the top 10 grocery chains in the US for 2025. Which stores lead the market? Get insights to make informed investment and retail decisions today.
September 10, 2025
North America
14 mins read
USA
How many WinnDixie stores are in the United States in 2025?
Discover the projected number of WinnDixie stores in the US by 2025. How will this impact your business strategy and investment decisions? Find out now.
September 9, 2025
North America
12 mins read
USA
What are the 10 Largest food chains in the United States in 2025?
Discover the top 10 largest food chains in the US by 2025. Which brands are leading the way with the most locations? Find out and stay ahead in the F&B industry.
September 8, 2025
North America
14 mins read
USA
Gas Stations with Car Washes: How Added Services Affect Revenue (2025)
In this blog, we break down how car washes are no longer just add-ons but strategic assets. We'll explore how co-location impacts revenue, what data tells us about consumer behavior, and how chains large and small are integrating these services to maximize profit per square foot.
August 31, 2025
North America
10 mins read
USA
Gas Station Data for Small Business Loans: How Banks Evaluate Sites (2025)
What exactly are banks looking for in gas station data? How can entrepreneurs ensure they meet the financial institution’s expectations? This guide breaks it down in plain terms.
August 30, 2025
North America
10 mins read
USA
Niche Fuels at Gas Stations (E85, Biodiesel, and Alternative Options in 2025)
In this blog, we’ll explore: What counts as a niche fuel in 2025, the types of alternative fuels gaining tractionRegional trends and brand-specific adoption, who’s buying niche fuels and why, what it means for site selection, infrastructure, and investment?
August 29, 2025
North America
08 mins read
USA
Independent vs. Franchised Gas Stations - Economics, Community Impact, and Ownership Models
In this article, we break down the economic and operational differences between independent and franchised gas stations in 2025. We’ll explore startup costs, profit margins, branding control, and community impact to help entrepreneurs and industry observers understand which route may be more sustainable and why the divide still matters.
August 28, 2025
North America
08 mins read
USA
Gas Stations Along Interstate Highways: Fueling the Great American Road Trip (2025)
In this blog, we’ll explore how gas stations along major U.S. interstate highways serve as critical infrastructure for mobility, commerce, and culture from fuel and food to EV charging and beyond.
August 27, 2025
North America
10 mins read
USA
Fuel Price Dynamics Across Gas Station Brands: What Drives Costs in 2025
In this article, we break down the mechanics of how fuel prices are set across different gas station brands and what factors influence them in today’s energy landscape.
August 26, 2025
North America
12 mins read
Global
Eco-Friendly Gas Stations: Green Designs and LEED Certifications in Fueling (2025)
This blog dives deep into the rise of eco-friendly gas stations across the United States, highlights stations leading the charge, and explains what LEED certification actually means for your corner c-store.
August 25, 2025
10 mins read
USA
Raceway and RaceTrac Gas Stations – Differences, Distribution, and Customer Perception (2025)
In this 2025 deep dive, we’ll untangle the RaceTrac-Raceway relationship, examine how each brand performs in today’s convenience fuel market, and use real data to reveal where they stand and how consumers view them.
August 24, 2025
North America
10 mins read
USA
Maverik Gas Stations and Their Outdoor Adventure Branding (2025)
In this 2025 deep dive, we’ll explore Maverik’s origin story, how it distinguishes itself through branding and service, its current U.S. footprint based on 2025 data, and what role it plays in the future of convenience retailing.
August 23, 2025
North America
10 mins read
USA
Comparing Pilot Flying J and Love’s Travel Stops – Services for Long-Haul Drivers
In 2025, the competition between Pilot Flying J and Love’s is heating up as they race to modernize, expand, and better serve the evolving needs of America’s trucking backbone. Let’s dive deep into a side-by-side comparison of these two travel stop titans.
August 22, 2025
North America
10 mins read
USA
Gas Station Food Revolution | How Hot Meals and Bakery Items Drive Loyalty (2025)
This isn't just about better snacks, it's a revolution in customer experience, brand loyalty, and revenue generation. Let's dive into how and why food has become the next frontier for gas stations.
August 21, 2025
North America
10 mins read
USA
The Rise of Electric Vehicle Charging at Traditional Gas Stations (2025)
This article dives into how legacy gas station brands are incorporating EV charging infrastructure and what it means for the future of fueling in America.
August 20, 2025
North America
10 mins read
USA
Texaco Gas Stations in America – Heritage, Legacy, and Modern Operations (2025)
Once a dominant force in the fuel industry, Texaco remains a familiar name across U.S. highways. But what does Texaco look like in 2025? Is it still relevant, or is it mostly a brand clinging to past glory?
August 19, 2025
North America
6 mins read
USA
How Buc-ee’s Became a Texas Phenomenon and Is Expanding Nationwide (2025)
As of 2025, Buc-ee’s operates 53 locations across 9 states, with a heavy concentration in Texas.
August 18, 2025
North America
10 mins read
USA
Exploring Holiday Stationstores and Their Northern Stronghold (2025)
As of 2025, Holiday operates over 500 locations across 10 states, with a stronghold in Minnesota where it is the undisputed leader. This blog explores Holiday’s market footprint, customer experience, growth strategy, and how it is adapting to the changing fuel and retail landscape.
August 17, 2025
North America
10 mins read
USA
Wawa vs. Sheetz: The Battle of East Coast Gas & Convenience Giants (2025)
In this article, we’ll take a deep dive into the locations, customer experience, loyalty programs, and market strategies of Wawa and Sheetz, comparing their strengths, weaknesses, and growth opportunities in 2025.
August 16, 2025
North America
10 mins read
USA
Speedway vs. 7-Eleven: Merger Impact on the U.S. Gas Station Market in 2025
In this article, we’ll dive into updated 2025 data on store counts, geographic reach, market share, customer experience, and what this merger means for the future of U.S. gas stations.
August 15, 2025
North America
10 mins read
USA
Understanding Costco Gas Stations: Locations, Member Experience, and Growth in 2025
This article provides an updated look at Costco’s gas station footprint, member experience, and growth strategy in 2025. We’ll also explore how its model compares with Sam’s Club, BJ’s, and traditional chains like Shell and Chevron. Finally, we’ll highlight what businesses, investors, and real estate developers can learn from Costco’s fueling success.
August 14, 2025
North America
10 mins read
USA
A Comprehensive Guide to QuikTrip Gas Stations: Data Insights for Site Selection (2025)
This article takes a data-driven look at QuikTrip’s distribution, customer reach, and market opportunities—and what businesses can learn from its site-selection playbook.
August 13, 2025
North America
10 mins read
USA
Exploring Kwik Trip Gas Stations in the U.S.: Locations, Customer Experience and Market Share
In this article, we’ll explore where Kwik Trip stations are located, what makes them stand out, how they compare to national competitors, and what customer reviews reveal about the brand. To make it even more practical, we’ll include data-backed tables (in HTML) for easy reference.
August 12, 2025
North America
10 mins read
USA
How many Hungry Howies restaurants are in the United States in 2025? | Detailed Insights
Discover the 2025 landscape of Hungry Howies in the US. How many locations are there? Uncover insights to guide your F&B business and investment decisions.
August 11, 2025
North America
12 mins read
USA
How many Jersey Mikes locations are in the United States? | All You need to know
Discover how many Jersey Mikes locations are in the US in 2024. Are you ready to explore their distribution and make informed business decisions?
August 10, 2025
North America
12 mins read
USA
Culver's Restaurants in the USA: Essential Data Insights for F&B Businesses and Investors
Discover key insights on Culver's USA presence. How does its distribution impact F&B strategies? Essential data for informed business and investment decisions.
August 7, 2025
North America
12 mins read
USA
Number of Cheddar's Scratch Kitchen in USA | All You need to know
Discover key insights on Cheddar's Scratch Kitchen: restaurant count, distribution, and data-driven strategies. How can this impact your F&B business decisions?
August 4, 2025
North America
10 mins read
USA
How many Marshalls stores are in the United States in 2025? | Everything You need to know
Discover how many Marshalls stores will be in the US by 2025. Are you ready to make informed business decisions with the latest data insights?
July 18, 2025
North America
13 mins read
USA
How many Wingstop restaurants are in the United States in 2025? | All You need to know
Discover how many Wingstop locations will be in the US by 2025. Are you ready to make data-driven decisions for your F&B business or investment strategy?
July 18, 2025
North America
12 mins read
USA
Number of Aubuchon Hardware stores in the United States in 2025 | All You need to know
Discover the future of Aubuchon Hardware in the US by 2025. How many stores will there be? Get insights to make informed business and investment decisions.
July 17, 2025
North America
12 mins read
USA
How many Boston Market restaurants are in the United States in 2025?
Discover how many Boston Market restaurants are in the US in 2025. Are you ready to make informed decisions for your F&B business or investment strategy?
July 16, 2025
North America
12 mins read
USA
How many Enterprise Rentals locations are in the United States in 2025? | Everything You need to know
Discover how many Enterprise Rentals locations will be in the US by 2025. Are you ready to leverage this data for strategic business and investment decisions?
July 15, 2025
North America
14 mins read
USA
How many Hertz stores are in the United States in 2025? | All You need to know
Discover how many Hertz stores will operate in the US in 2025. Are you ready to make informed business decisions with the latest distribution insights?
July 14, 2025
North America
14 mins read
USA
How many Avis Rentals locations are in the United States in 2025?
Discover how many Avis Rentals locations will be in the US by 2025. Are you ready to make data-driven decisions for your business and investments?
July 13, 2025
North America
13 mins read
USA
How many Jets Pizza restaurants are in the United States in 2025? | All You need to know
Discover the latest insights on Jets Pizza's U.S. presence in 2025. How many locations are there, and what does this mean for investors and F&B businesses?
July 12, 2025
North America
13 mins read
USA
How many Carls Jr restaurants are in the United States in 2025? | Everything You need to know
Discover how many Carls Jr restaurants will be in the US by 2025. Are you ready to explore their growth and distribution for strategic business insights?
July 11, 2025
North America
12 mins read
USA
How many Francescas stores are in the United States in 2025? | Everything You need to know
Discover the projected number of Francescas stores in the US by 2025. How will this impact your business strategy and investment decisions? Find out now.
July 10, 2025
North America
13 mins read
USA
How many Portillo's locations are in the United States in 2025? | All You need to know
Discover how Portillo's USA location data can drive your business strategy. How does their distribution impact your investment decisions? Find out now.
July 9, 2025
North America
13 mins read
USA
How many American Deli restaurants are in the United States in 2025? | All You need to know
Discover the projected number of American Deli restaurants in the US by 2025. How will this impact your F&B business strategy and investment decisions?
July 8, 2025
North America
13 mins read
USA
How many Michaels stores are there in the United States in 2025? | All You need to know
Discover the projected number of Michaels stores in the US by 2025. How will this impact your business strategy? Get the insights you need for informed decisions.
July 7, 2025
North America
13 mins read
USA
Number of Del Taco restaurants in the United States in 2025
Discover how many Del Taco restaurants will be in the US by 2025. Are you ready to make informed investment decisions in the fast-food industry?
July 6, 2025
North America
12 mins read
USA
Number of Sizzler locations in the United States in 2025 | Everything You need to know
Discover the projected number of Sizzler locations in the US by 2025. How will this impact your business strategy? Explore data-driven insights now.
July 5, 2025
North America
13 mins read
USA
Number of Belk stores in the United States in 2025 | Everything You need to know
Discover how many Belk stores will be in the USA by 2025. Are you ready to make informed business decisions with the latest data insights?
July 4, 2025
North America
14 mins read
USA
How many Jollibee restaurants are there in the United States in 2025?
Discover the 2025 landscape of Jollibee in the USA. How many outlets are there, and where are they located? Get insights to make informed business decisions.
July 3, 2025
North America
12 mins read
USA
How many JCPenney stores are there in the United States in 2025? | All You need to know
Discover how many JCPenney stores will be in the US by 2025. Are you ready to make informed business decisions with the latest data insights?
July 2, 2025
North America
14 mins read
USA
How many Zaxby's restaurants in the United States in 2025? | All You need to know
Discover how many Zaxbys restaurants will be in the US by 2025. Are you ready to make informed investment decisions in the F&B industry? Find out now.
July 1, 2025
North America
12 mins read
USA
Number of The Cheesecake Factory locations in the United States in 2025
Discover how The Cheesecake Factory's U.S. locations will evolve by 2025. Are you ready to leverage this data for strategic F&B business and investment decisions?
June 30, 2025
North America
12 mins read
USA
How many Waffle House restaurants are in the United States in 2025?
Discover how Waffle House's U.S. distribution and data insights can guide your F&B investments. Ready to make informed decisions for your business growth?
June 26, 2025
North America
12 mins read
Global
12 Powerful Use Cases of Location Intelligence in 2025 Across Industries
Discover how location intelligence revolutionizes retail, real estate, and logistics. Ready to unlock your business potential with spatial data insights?
June 22, 2025
16 mins read
12 Mistakes Businesses Make Without Location Intelligence (And How to Avoid Them)
Unlock growth by avoiding common pitfalls. Are you leveraging location intelligence to enhance site selection, demographics, and traffic flow for your business?
June 20, 2025
14 mins read
Global
10 Ways Location Intelligence Can Transform Retail Site Selection in 2025
Unlock smarter retail site choices for 2025. How can location intelligence boost your profitability? Discover data-driven strategies for optimal store locations.
June 18, 2025
12 mins read
Global
15 Critical Data Layers That Power Location Intelligence Decisions
Unlock urban insights with essential datasets. Discover how population grids, traffic, POIs, and more drive accurate analysis and smarter decision-making.
June 14, 2025
20 mins read
USA
How many Black Bear Diner locations are in the United States in 2025? | Everything you need to know
Discover how many Black Bear Diner locations are in the US in 2025. Are you ready to explore their distribution and make informed investment decisions?
June 12, 2025
North America
12 mins read
USA
How many HEB stores are in the United States in 2025?
Discover how many HEB stores will be in the US by 2025. Are you ready to make informed business decisions with the latest data insights? Explore now.
June 13, 2025
North America
13 mins read
USA
Abercrombie And Fitch stores in the United States
Discover how many Abercrombie & Fitch stores will be in the US by 2025. Are you ready to make informed business decisions with the latest retail insights?
June 11, 2025
North America
13 mins read
USA
How many Wegmans stores are in the United States in 2025?
Discover how many Wegmans stores will be in the US by 2025. Are you ready to explore their growth and distribution for strategic business decisions?
June 10, 2025
North America
13 mins read
17 / In the press
xMap Showcases Generative AI Mapping Platform at Smart City Expo World Congress 2025 in Barcelona
Barcelona, Spain
xMap Partners with Space42 to Advance AI-Powered Geospatial Intelligence for a Smarter, More Resilient Future
Abu Dhabi, UAE
xMap Selected for Tokyo Metropolitan Government’s “Be Smart Tokyo 2025” under the Spatial Data Utilization Theme
Tokyo, Japan
xMap takes the Stage at Google's MiddleEast HeadQuarter to Share 2025 Vision
Google HeadQuarter, Dubai, United Arab Emirates
xMap Honored by UAE Minister of Economy During Showcase at VivaTech Paris
Paris, France
xMap Wins Top Prize at CIC Pitch in Fukuoka, Japan
Fukuoka, Japan
xMap Showcases Visionary Geospatial AI at Sushi Tech 2025 Conference, Tokyo
Tokyo, Japan
xMap participated at the Shizen Cross-Pollination Event 2025 to innvoate AI-Powered Geospatial Analysis
Japan
xMap Opens New Office in Abu Dhabi to Expand Regional Footprint
Abu Dhabi, UAE
xMap Completes the Global Incubator Network Austria (GIN) Fall 2024 Program
Austria
xMap Selected for Alchemist Accelerator’s Inaugural Japan Cohort
Japan
xMap earns “Best Team Award” in Open Network Lab’s Startups Seed Accelerator Program
Japan
xMap Completes Google for Startups AI Academy APAC Program
Japan
xMap Wins Second Place at CIC Tokyo Pitch Challenge Advanced – Deeptech
Japan
xMap Recognized by GIS Next Magazine for Pioneering Geospatial Intelligence with Polygon AI
Japan
xMap Present at ROCKET PITCH NIGHT 2024, Introducing Polygon AI
Tokyo, Japan
xMap, an AI that understands geographical space, instantly answers questions when you circle an area of interest on a map, and is attacking the global market from Tokyo
Japan
xMap Secures Pre-Seed Investment Led by Shizen Capital in Japan to Build a Generative AI Geospatial Solution for Real Estate Site Assessment
Tokyo, Japan
xMap Expands in Tokyo: New Office at Cambridge Innovation Center (CIC)
Pioneering the Future of PropTech: xMap and GACR Partner to Harness Generative AI in Qatar’s Real Estate Sector
Tripartite MOU Signed by xMap, Ejad Al-Taqnia & LocationMind for a Strategic Partnership to Lead in Digital Transformation Solutions
Riyadh
Tripartite MOU Signed by Mukatafa, xMap, and LocationMind at the Saudi-Japanese Investment Forum
Riyadh, Saudi Arabia
Machine learning and big data applications on real-time tracking for logistics and human mobility.
United Arab Emirates University
Lecture at Egypt Japan University Of Science & Technology on university born startups
Egypt Japan University Of Science & Technology