Coffee roasting · Buenos Aires, Argentina · Find new customers

Better beans for the cafes that need them

Valentina roasts coffee in a small workshop in Villa Crespo, Buenos Aires. She sells her beans to cafes.

Listen to the story:

The challenge

The cafes that need her most are the ones serving tired coffee, but she cannot taste her way through the whole city. So she sends samples at random. Most cafes already love their roaster, and her bags end up in the bin.

How the flow works

With xMap Flows, Valentina built Beacon. Beacon is an AI employee: a flow of 7 blocks.

  1. Every Tuesday,

    Every Tuesday (Schedule)

  2. around Palermo and Villa Crespo,

    Palermo and Villa Crespo (Area of interest)

  3. Beacon finds the independent cafes,

    Independent cafes (Nearby places)

  4. keeps the ones rated under four with plenty of reviews,

    Rated under 4 (Filter)

  5. skips the ones she has already tried,

    Not asked yet (Only new)

  6. writes each owner a warm note,

    A warm, honest note (xMap LLM)

  7. and offers them a free tasting on WhatsApp.

    Offer a tasting (Outreach)

What it solves

The result

This week, Beacon finds nine cafes rated under four. Valentina approves each message from her phone between roasts. Five owners say yes to the tasting, and three switch to her beans before the month is out.

Valentina stopped giving coffee away. Now she rescues cafes.

9cafes rated under four
5tastings booked
3new wholesale accounts

An illustrative scenario: the figures are modelled to show what the flow produces, not a customer's results.

The flow, block by block

  1. 1

    Every Tuesday

    Schedule

    Starts the flow on a timetable.

  2. 2

    Palermo and Villa Crespo

    Area of interest

    Sets where the flow looks: countries, cities or specific places, or areas you draw on a map.

  3. 3

    Independent cafes

    Nearby places

    Places 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. 4

    Rated under 4

    Filter

    Keeps only the items that match a rule.

  5. 5

    Not asked yet

    Only new

    Lets through only the items this flow has not found before, so a daily flow sends only what is new.

  6. 6

    A warm, honest note

    xMap LLM

    Tell the AI what to do in plain words.

  7. 7

    Offer a tasting

    Outreach

    Writes to each result for you: a first message, then up to two follow-ups a few days apart, and stops when they reply.

Templates to build it

Ready-made flows with the same blocks. Open one, change the city and the kind of place, and run it.

Industries

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