Busy restaurants and markets for commercial collection routes

The busiest food businesses grouped into collection routes.

MediumMonthlyAI

Water & waste utilitiesUtilitiesEnvironment

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What it does

Every quarter: restaurants, food courts and markets in your city with the most reviews (the busiest), grouped by xMap AI into commercial collection routes by district, emailed and mapped.

In one sentence: Monthly on the 1st at 08:00, in Ahmedabad, find restaurants, food courts and 3 more in the area, sort them by reviews and keep the top 150, clean up their categories, write a report with xMap AI, then show them on a map and email the list to you.

Why it is useful

Busy kitchens need frequent collection. Routes built around them save trucks and complaints.

Who it is for

Water & waste utilities. Water utilities, waste collectors and recyclers planning routes, winning commercial contracts and keeping services running in bad weather. Every use case for water & waste utilities

Best use cases

  • A waste collection company
  • A city sanitation department
  • A food waste recycler

What each run gives you

  • A map
  • An email

The time it saves

Monthly on the 1st at 08:00. Doing the same work by hand takes about 180 minutes each time; it runs about 1 time a month, so it saves about 3 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 food businessesxMap 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. Best 150 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. Group them into routesxMap AI · Place classifierAssigns clean categories and merges duplicate places.
  6. Write the route planxMap 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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