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Sales / Editorial adaptation

Research a small prospect list with evidence

Build account briefs you can verify before using them for outreach.

ChatGPTBeginnerOriginal editorial guide

What you’ll produce

A spreadsheet-ready account list with fit evidence, sources, and unsent outreach ideas.

Inputs & connections

  • Your customer profile and exclusion criteria
  • A small approved account list or research scope

Start with approved files or pasted excerpts in ChatGPT. If using connected apps, confirm access and permissions first. For recurring monitoring, use a configured task or dot; a single chat prompt does not create a running automation.

Your starting prompt

Replace the bracketed fields. This is our suggested prompt, not a quote from the source.

Help me with this small-business task using only the sources I provide or explicitly connect. Research [accounts or bounded search scope] against [customer profile]. Return company name, domain, relevant public facts, dated source URLs, and fit reasoning. Use unknown for missing details. Deduplicate records and separate factual evidence from an outreach hypothesis. Draft an optional short opener only for reviewed accounts. Do not guess private contact information or send messages.
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How to run it

  1. 01

    Specify company-level criteria and excluded categories.

  2. 02

    Start with a small research batch that can be manually checked.

  3. 03

    Review source URLs and company identity before exporting results.

  4. 04

    Have the owner approve any outreach and separately verify contact details.

KEEP A PERSON IN THE LOOP

Review before you act

Check company matches, source dates, fit reasoning, and every personalized claim before use.

Limitations & success checks

  • The creator’s CSV report does not prove research completeness.
  • Website access or third-party enrichment may require separate tools and subscriptions.
  • Adapted from a Muse workflow; this guide has not been reproduced with ChatGPT. Availability and integrations depend on your account.

Measure: Verified fields, duplicate records, and reviewer-accepted account briefs.

Sources & attribution

The sources below support the reported example or a tool capability. They do not validate our prompt or prove the outcome in your environment.

Practitioner reportProspect research with Muse ↗

September 11, 2026. Reports account research, CSV enrichment, and outreach drafts. The public excerpt does not establish completeness or accuracy. This guide adapts the idea for a small-business owner; any reported outcome belongs to the original tool and source.

Creator / publisher: Chris Small

Official documentationIntroducing Muse ↗

Official introduction of the personal agent. Connector access, account availability, and action permissions still need to be configured.

Creator / publisher: Meta

Official documentationOpenAI use-case library ↗

Official examples span ChatGPT, Work and Codex. This small-business prompt is our adaptation, not a demonstrated customer result.

Creator / publisher: OpenAI

Editorial review: 2026-10-17. How we label evidence.

FROM A USE CASE TO A WORKING SYSTEM

Have a workflow worth building?

Bring a workflow and the tools your team already uses. Ferociter can help scope the project and build the system.

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