Location Insights
xMapExplore data and location intelligence insights with the people at xMap, even as we share stories of life at xMap
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 15 | Last Issue | a month ago | Active |
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Why AI agents keep getting the physical world wrong, and what location data teams have to fix in 2026
Picture the version of this you have already seen. A retail expansion team asks an internal agent how many competitor stores sit within a ten minute drive of a candidate site. The agent answers in nine seconds. Well formatted, broken out by...
Your agent can call the restaurant. It still can't tell you if the restaurant exists.
Ground Truth | The grounding gap is the real bottleneck in agentic AI
Something changed in the last four weeks and most of the industry is celebrating the wrong half of it.
Google shipped a consumer agent that picks up the phone and calls...
The Friction Radius: Why the Nearest Site Is Not Always the Easiest Site
Most site acquisition teams still use distance as a comfort signal.
One kilometer from a residential area. Five minutes from an office cluster. Close to a school. Near a metro station. Beside a main road.
On paper, the site looks convenie...
The Trip-Stacked Site: Why the Best Location Is the One That Completes the Customer’s Journey
Most location decisions still start with a simple idea:
Find where people are.
That makes sense. A business needs people nearby. It needs traffic, access, visibility, and a strong surrounding market.
But people do not move through cities...
The Time-Split Trade Area: Why One Location Can Become Three Different Markets in a Single Day
Most site acquisition teams ask one main question:
Is this a good location?
But that question is incomplete.
A better question is:
When is this location good?
Because a site is not the same place all day.
At 8 AM, it may be a commuter...
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