prospect

Go from an ICP description to a ranked, enriched lead list in one shot. The user describes their ideal customer via "$ARGUMENTS".

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Install skill "prospect" with this command: npx skills add anthropics/knowledge-work-plugins/anthropics-knowledge-work-plugins-prospect

Prospect

Go from an ICP description to a ranked, enriched lead list in one shot. The user describes their ideal customer via "$ARGUMENTS".

Examples

  • /apollo:prospect VP of Engineering at Series B+ SaaS companies in the US, 200-1000 employees

  • /apollo:prospect heads of marketing at e-commerce companies in Europe

  • /apollo:prospect CTOs at fintech startups, 50-500 employees, New York

  • /apollo:prospect procurement managers at manufacturing companies with 1000+ employees

  • /apollo:prospect SDR leaders at companies using Salesforce and Outreach

Step 1 — Parse the ICP

Extract structured filters from the natural language description in "$ARGUMENTS":

Company filters:

  • Industry/vertical keywords → q_organization_keyword_tags

  • Employee count ranges → organization_num_employees_ranges

  • Company locations → organization_locations

  • Specific domains → q_organization_domains_list

Person filters:

  • Job titles → person_titles

  • Seniority levels → person_seniorities

  • Person locations → person_locations

If the ICP is vague, ask 1-2 clarifying questions before proceeding. At minimum, you need a title/role and an industry or company size.

Step 2 — Search for Companies

Use mcp__claude_ai_Apollo_MCP__apollo_mixed_companies_search with the company filters:

  • q_organization_keyword_tags for industry/vertical

  • organization_num_employees_ranges for size

  • organization_locations for geography

  • Set per_page to 25

Step 3 — Enrich Top Companies

Use mcp__claude_ai_Apollo_MCP__apollo_organizations_bulk_enrich with the domains from the top 10 results. This reveals revenue, funding, headcount, and firmographic data to help rank companies.

Step 4 — Find Decision Makers

Use mcp__claude_ai_Apollo_MCP__apollo_mixed_people_api_search with:

  • person_titles and person_seniorities from the ICP

  • q_organization_domains_list scoped to the enriched company domains

  • per_page set to 25

Step 5 — Enrich Top Leads

Credit warning: Tell the user exactly how many credits will be consumed before proceeding.

Use mcp__claude_ai_Apollo_MCP__apollo_people_bulk_match to enrich up to 10 leads per call with:

  • first_name , last_name , domain for each person

  • reveal_personal_emails set to true

If more than 10 leads, batch into multiple calls.

Step 6 — Present the Lead Table

Show results in a ranked table:

Leads matching: [ICP Summary]

Name Title Company Employees Revenue Email Phone ICP Fit

ICP Fit scoring:

  • Strong — title, seniority, company size, and industry all match

  • Good — 3 of 4 criteria match

  • Partial — 2 of 4 criteria match

Summary: Found X leads across Y companies. Z credits consumed.

Step 7 — Offer Next Actions

Ask the user:

  • Save all to Apollo — Bulk-create contacts via mcp__claude_ai_Apollo_MCP__apollo_contacts_create with run_dedupe: true for each lead

  • Load into a sequence — Ask which sequence and run the sequence-load flow for these contacts

  • Deep-dive a company — Run /apollo:company-intel on any company from the list

  • Refine the search — Adjust filters and re-run

  • Export — Format leads as a CSV-style table for easy copy-paste

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