Turn a Google Maps search into a list of qualified sales leads

Text a Telegram bot a location and business type, and it scrapes Google Maps, writes summaries, and finds contact emails.

How the work actually flows

It branches. Every path runs; runs once per one per business found.

Pattern: Parallel Split (2) ยท Multiple Instances with a priori Run-Time Knowledge (14)

flowchart TD trig(("text bot with search area")):::human s0["scrape google maps listings"]:::task s1["remove duplicate listings"]:::task s2[["enrich each business"]]:::mi trig --> s0 s0 --> s1 s1 -->|"one per one per business found"| s2 gx{"+ where results go"}:::gate s2 --> gx p00["write leads to sheet"]:::task gx -->|"save to sheet"| p00 p10["send telegram completion alert"]:::task gx -->|"notify owner"| p10 p00 --> out p10 --> out out[/"sheet of qualified leads with emails"/]:::out pay{{"hours of manual research saved"}}:::pay out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
A stepRuns once per itemA personEvery pathResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
Lead Generation & ProspectingMessaging & NotificationsSpreadsheet & Database Ops
Connects
Google MapsApifyOpenAIJina AITelegramGoogle Sheets

The problem it solves

Building a list of local businesses to contact means scrolling through Google Maps one listing at a time, then hunting each website for a real contact email. That research eats up hours you could spend actually selling. You want a clean, ready-to-use lead list without doing the legwork yourself.

Who it fits

Sales development reps, marketing agencies, and anyone building targeted lists of local businesses to contact.

How it works

  1. You text a Telegram bot the business sector, limit, and map area
  2. The system scrapes Google Maps for matching businesses
  3. Duplicate listings are removed
  4. An AI writes a short summary of each business and hunts its website for a contact email
  5. Leads are saved to Google Sheets and you get a Telegram alert when it's done
What you get

Qualified leads landing in your sheet automatically

You get a ready list of local businesses to contact, complete with a summary and a likely email for each one.

What you get

A Google Sheet of local business leads with AI-written summaries and contact emails where found.

What you need

An Apify account, an OpenAI API key, a Jina AI account, a Telegram bot, and a Google Workspace account.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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