Google Maps prospecting and personalized outreach

Freight Lead Agent

Finds target companies through Google Maps, reads each official website for business context and public contacts, prepares personalized outreach from that context, and carries it through review, sending, and reply follow-up.

Deployable system | prospecting through follow-up

Sales teams must find target companies on Google Maps, verify each official website, understand the business, locate public contacts, and prepare a different message for every company, which is difficult to scale manually
The system collects Google Maps companies by keyword and region, extracts business context and public contacts from each website, generates a personalized message, and sends it to sales for review, delivery, and follow-up
Customers can use a small team to sustain company discovery, website research, and personalized writing while spending less time starting from zero for every prospect and avoiding one generic message for everyone

The project is a self-contained Docker system covering Google Maps company discovery, official-site analysis, public-contact extraction, personalized message generation, human review, send plans, and reply monitoring.

Previous workflow

Sales teams searched Google Maps by keyword and region, verified each official website, and assembled prospect lists.
After finding a company, the team still had to read its website, locate public contacts, and prepare an outreach message for that specific business.

What the system takes over

Collect target companies from Google Maps by keyword and region while preserving source and official-site information
Visit each official website to extract business descriptions, service information, and public contacts
Use the prospect's website context and sender profile to generate a personalized message for human review and send planning

What remains human

Review the target company, website context, public contacts, and personalized message for accuracy
A human decides whether to edit, send, schedule, or stop contact and handles subsequent replies

Delivered outputs

A prospect library containing source, official website, public contacts, and processing status
A reviewable personalized outreach message generated from each company's website context
Send plans with pacing, sender account, delivery status, and reply follow-up

Usage scope

Processes public business information only; it does not crawl authenticated pages or personal profiles.
Outreach content requires human review; the system does not provide indiscriminate automated bulk sending.

Your business does not need to copy this project; diagnosis starts from the actual workflow.

Discuss your workflow