A vetted list of subcontractors, every month

Contractors vetted from their ratings, likely to finish on time, every month.

MediumMonthlyAI

Construction & facility servicesConstruction

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What it does

Every month: roofing, air conditioning, plumbing and electrical contractors in your city, rated by xMap AI from their ratings and number of reviews, Jev's chance each finishes on time, the likely ones saved and emailed.

In one sentence: Monthly on the 1st at 08:00, in Houston, find roofing contractors, air conditioning contractors and 2 more in the area, score and rank them with xMap AI, decide with Jev, keep those where on_time ≥ 60, then add row in Google Sheets and email the list to you.

Why it is useful

Picking a subcontractor from a search is a gamble. A high rating from many customers over years is the best sign; this flow keeps the vetted list fresh.

Who it is for

Construction & facility services. Contractors, building suppliers and facility managers finding work, watching sites and keeping crews safe. Every use case for construction & facilities

Best use cases

  • A general contractor
  • A property manager
  • A home renovation platform

What each run gives you

  • A vetted list in a sheet
  • 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. ContractorsxMap 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. Rate how customers see them, with xMap AIxMap AI · xMap LLMTell the AI what to do in plain words.
  5. Finishes on time? (Jev)xMap AI · Jev decisionAsks TypeSafe’s Jev model one typed question about each place: yes or no, pick one of your options, or a score on your levels.
  6. Likely on timeLogic · FilterKeeps only the items that match a rule.
  7. Save the vetted subcontractorsApp · Google SheetsCreate, edit, and collaborate on spreadsheets online
  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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