GT‑M engineering for developers: three buying‑signal lists you can build this afternoon with Apify, Claude Code or n8n

Описание и применение

Команда GTM может создавать кастомные списки потенциальных клиентов, используя Apify LinkedIn People Search Actor, начиная с бесплатного подсчёта и анализа рынка, а затем переходя к покупке строк по $0.95 за 1 000. Это позволяет быстро формировать три типа списков: бывшие руководители крупных компаний, недавние руководители продаж и кросс‑границы финтех‑профессионалы.

Задача

Outbound teams rely on generic signals that are too broad; they need custom, refreshed buying‑signal lists that reflect their specific market segments.

Результат

Using the Apify Actor, teams can build three distinct buying‑signal lists—founder/C‑level exits, recent sales leaders, and cross‑border fintech hires—for $5.83, $20.74, and $29 respectively, with a cost of $0.95 per 1,000 rows and free market sizing.

Рабочий процесс

• 1. Define the buying signal and target segment (e.g., new C‑level founders from major tech firms).
• 2. Run the Apify Actor in "count" mode to get the segment size and market breakdown (free).
• 3. Refine filters until the segment matches the desired list.
• 4. Switch to "people" mode to purchase the rows at $0.95 per 1,000.
• 5. Chain additional Actors (e.g., email finder, full profile) using the profile URL or company domain as keys, buying expensive details only for selected rows.
• 6. Use "excludeDatasets" to refresh the list weekly, retrieving only new contacts.
• 7. Deploy the query via one of four interfaces: Apify Console, API, Claude MCP, or n8n nodes.
• 8. Integrate results into downstream systems (CRM, Slack, etc.).

Доказательства

For all three lists I use the LinkedIn People Search Actor by b2bsearch.

Источник

The unit is a person row: name, current title and seniority, employer with size and industry, location, when the role started, and flags for whether an email is on record.

Источник

Run the free modes until the segment looks like the list you want, then switch mode to people.

Источник