Sales · Do this yourself

Answer, qualify and book every inbound lead in under two minutes.

✅ Released free under MIT; cost is pennies per lead, he says.

No X data

Based on A Reddit user on Reddit (opens in new tab)

Who it’s for

Founders, sales reps, coaches and agencies who need more conversations with buyers.

Adapt it to your industry

  • Coach: reply to Instagram DMs fast and book calls
  • Agency: find companies hiring for a role you can do for them
  • Real estate: follow up with every open-house visitor within an hour

Step by step

  1. Describe your ideal customer in 3 lines: industry, size, and the problem you solve.
  2. Open ChatGPT, Claude or Grok and paste the prompt below with that description.
  3. Ask for a list of places to find these people and a short, honest first message.
  4. Put 30 prospects in a Google Sheet with name, link and one personal detail.
  5. Ask the AI to draft a personal first line for each, then edit and send them yourself.
  6. Log replies in the sheet and ask the AI to draft follow-ups for anyone who hasn’t answered after 3 days.

Ready-to-copy prompt

Return only minified JSON: {"score":1-10,"temp":"hot|warm|cold","summary":"..."} for this lead.

Start with AI

Opens the AI with this guide and the prompt filled in.

Open in ChatGPT (opens in new tab)Open in Claude (opens in new tab)Open in Grok (opens in new tab)
Cost
pennies per leadFrom the source
Time
1–3 hoursOur estimate

How to make money from it

Pricing idea: Offer lead generation or appointment setting for a monthly fee, or per booked meeting.

Finding your first 10 customers

  • Run the process for your own business first and share the numbers you actually got.
  • Offer a 2-week trial to 5 businesses.
  • Turn the best result into a case study for outreach.

Ideas, not promises. Results vary.

Details: source, numbers and tags

What they did

Claude returns strict JSON with a 1-10 score; leads at 6+ get a personalized reply with a booking link, others are logged for manual review. Haiku scores, Sonnet writes.

How it went

Released free under MIT; cost is pennies per lead, he says.

Worth knowing

A commenter recommends an idempotency key so retries never send two emails.

Difficulty
BeginnerOur rating
Time to build
Not reportedOur estimate
Monthly cost
Sourced: pennies per leadFrom the source
Revenue
Not reportedWe only show revenue the source states
Engagement
No public countThe source shows no number
X buzz
No X data

Posted · Added Oct 16, 2026

Original builder recipe

  • n8n
  • Claude (Haiku + Sonnet)
  • Gmail
  • Airtable
  1. Connect your lead sources and CRM.
  2. Have the agent enrich, dedupe and draft, not send.
  3. Review drafts and push approved items to the CRM or sequencer.
  4. Track replies and tune the prompts.

Open the repo ↗ (opens in new tab)

Tags

Agent n8n Claude
Industry Services

Read the original

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