Agent Sightings Real agent use cases

Find local business leads and send personalized cold emails

One practitioner notes that the first takes a neighborhood and industry, scrapes Google Maps through Bright Data, and saves the raw leads to Google Sheets for review. The second locates each company's Owler profile through a Google Search dataset and scrapes it. The builder reports over 5000 leads a day at a 98% success rate and better response rates than manual research.

Agent or tool
n8n
Topic
Automation
Reported on
X
Added
2026-10-15

Why it matters

Automation used to mean wiring up rigid rules. Agents can handle the messy, in-between steps that rules miss, which makes many more workflows worth automating. It is one of 19 sightings filed under Automation on Agent Sightings (number 7 by interest), and one of 36 involving n8n.

How you could try it

Here is a reusable prompt, written by us in our own words, that captures the task. Paste it into n8n or any similar agent and adjust the details to your situation.

Automation design: find local business leads and send personalized cold emails. Specify triggers, steps, and failure modes before enabling sends or deletes.

Tip: Start small: run it once on a low-stakes example, read what the agent did, and only then let it run on real work.

Source

Read the original first-hand account on X: https://x.com/FutureTech_AI1/status/2106641130876023070. Our summary is a paraphrase; details are in the source.

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