Real AI agent use cases, with sources and setup prompts

Run email outreach with an agent that waits for approval

An outreach agent finds the right people, checks emails, writes messages and tracks replies; nothing sends without his approval.

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Source

@JulianGoldieSEO on X · 2026-08-06

Written in our own words. Credit to the original author. Link checked 2026-10-14.

What they did

An outreach agent finds the right people, checks emails, writes messages and tracks replies; nothing sends without his approval.

Result (as claimed)

Shared the workflow.

Tools they used

The source does not name specific tools.

Cost: Pricing depends on the tools you pick; check each official pricing page.

Set it up

  1. Pick one goal and metric

    For example replies to outreach, ad ideas per week or landing page conversion.

  2. Set up the tools

    Open the tools you choose. Load your offer, audience and examples of what already works.

  3. Generate, then review

    Have the agent research and draft. You approve every message, post or ad before it goes out.

  4. Measure and iterate

    Track the metric for a week, keep what works and feed the results back into the prompt.

Copy the full setup prompt

Paste into your agent and it will walk you through the setup, asking before anything that sends, posts or spends.

You are helping me set up this AI use case end to end in Claude Code.

Goal: Run email outreach with an agent that waits for approval
What the original author did: An outreach agent finds the right people, checks emails, writes messages and tracks replies; nothing sends without his approval.
Reported result (as claimed by the author): Shared the workflow.
Source: https://x.com/JulianGoldieSEO/status/2085259577671721388
Tools they used: not named in the source
Category: Marketing & growth

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

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