Campuses, hospitals and stations for my vending machines

Campuses, hospitals and stations scored for vending machines.

MediumMonthlyAI

FMCG & distribution field salesDistributionFood and drink

Use this template

What it does

Every quarter: universities, hospitals and train stations in your city with how many people live around each, scored by xMap AI for snack and drink vending machines.

In one sentence: Monthly on the 1st at 08:00, in Osaka, find universities, hospitals and train stations in the area, count who lives around, score and rank them with xMap AI, sort them by fit score and keep the top 20, then add row in Google Sheets and email the list to you.

Why it is useful

Vending machines earn where many people pass all day. The best sites are ranked.

Who it is for

FMCG & distribution field sales. Distributors and consumer brands whose reps cover outlets: new shops, routes, channels and stock. Every use case for fmcg & distribution

Best use cases

  • A vending operator
  • A beverage bottler
  • A snacks brand

What each run gives you

  • A Google Sheet

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 2 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. Busy indoor placesxMap 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.
  4. Who lives aroundxMap 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).
  5. Score each site with xMap AIxMap AI · xMap LLMTell the AI what to do in plain words.
  6. Best 20 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.
  7. Add them to the vending planApp · Google SheetsCreate, edit, and collaborate on spreadsheets online
  8. Email me the resultsAction · 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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