Best neighbourhoods for families

The neighbourhoods where most children live, ranked for families by schools, playgrounds and parks.

MediumMonthlyAI

Real estateReal estate

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What it does

Every month: the blocks of your city where the most children live, the schools, kindergartens, playgrounds and parks within 1 km of each, ranked by xMap AI for families, mapped and emailed for your agents.

In one sentence: Monthly on the 1st at 08:00, in Melbourne, count who lives around, sort them by children_0_19 and keep the top 40, count the schools, kindergartens and 2 more within 1 km of each, score and rank them with xMap AI, then show them on a map and email the list to you.

Why it is useful

Families ask about schools and parks before price. This flow gives agents and buyers a ranked map of the family areas of the city, refreshed every month.

Who it is for

Real estate. Agents, developers and landlords who sell, lease and build, and need to know an area better than anyone. Every use case for real estate

Best use cases

  • A brokerage serving families
  • A developer choosing where to build family homes
  • A relocation agency advising parents

What each run gives you

  • A map of the best family areas
  • A score and reason for each block

The time it saves

Monthly on the 1st at 08:00. Doing the same work by hand takes about 120 minutes each time, so it saves about 8 hours a month (an estimate). It is medium: 8 blocks.

The flow, block by block

  1. On the 1st of every monthTrigger · ScheduleStarts the flow on a timetable.
  2. My cityWhere · Area of interestSets where the flow looks: countries, cities or specific places, or areas you draw on a map.
  3. Children in every blockxMap data · DemographicsWho lives in an area: the number of residents, men and women, and nine age groups, from xMap’s population grid (hexagons of about 0.1 km², about 100 countries).
  4. Best 40 firstLogic · Sort and limitPuts the items in order, and can keep only the first ones: the 10 best rated, the 20 nearest, the highest fit scores.
  5. Schools and parks around each blockxMap data · Nearby placesPlaces around a point from xMap’s own places database (300M+ places, refreshed every month): pick the types of place (more than 5,000, such as Restaurant, Cafe, Pharmacy, Hospital or Gas station, or a whole group of them) and how far to look.
  6. Rank them for familiesxMap AI · xMap LLMTell the AI what to do in plain words.
  7. Show them on a mapAction · Show on a mapShows the results as points on a map, with the area of interest.
  8. Email me the listAction · EmailSends one email per run with all the items, or one email per item.

Every block can be changed after you use the template: the city, the type of place, the score, where the results go.

Use it now

Answer a few questions, enter your work email, and it runs in your own account, kept running until you pause it. Use this template.

How to set it up

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