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AI Cold Outreach System

Complete cold email outreach system for AI agents. Handles lead generation via Apollo API, email enrichment, Saleshandy sequence creation, prospect import, w...
完整的AI智能体冷邮件推广系统,支持通过Apollo API生成潜在客户、邮件丰富、销售手序列创建、潜在客户导入等功能。
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概述

AI Cold Outreach System

End-to-end cold email outreach managed by your AI agent. From lead discovery to sending sequences — no human in the loop.

Prerequisites

  • Apollo.io account with API key (Basic plan $59/mo for email enrichment)
  • Saleshandy account with API key (Outreach plan)
  • Google Workspace sending accounts (2+ domains recommended)
  • SPF, DKIM, DMARC configured on sending domains

Quick Start

1. Configure API Keys

Store keys in your workspace:

# Apollo
export APOLLO_API_KEY="your_key"

# Saleshandy  
export SALESHANDY_API_KEY="your_key"

Or save to a JSON config (see references/config-template.json).

2. Find Leads

Use the Apollo lead generation script to search for decision-makers:

python3 scripts/apollo-search.py --titles "Owner,Founder,CEO" --keywords "aesthetic clinic" --location "United States" --max 100

This outputs a CSV with: name, email, title, organization, city, state, country.

3. Enrich Emails

Search results don't include emails. Enrich them:

python3 scripts/apollo-enrich.py --input leads-raw.csv --output leads-enriched.csv

Uses Apollo's people/match endpoint (1 credit per enrichment). Budget ~500 credits for 300 verified emails.

4. Import to Saleshandy

python3 scripts/saleshandy-import.py --csv leads-enriched.csv --step-id "YOUR_STEP_ID" --api-key "YOUR_KEY"

5. Monitor Warmup

Check email account health before sending:

python3 scripts/check-warmup.py --api-key "YOUR_KEY"

Do NOT activate sequences until all accounts score 85+.

Architecture

Apollo API (lead gen) → CSV → Saleshandy API (import) → Email Sequence → Prospects
                                    ↑
                          Email Copy Templates (references/)

Key API Endpoints

Apollo

  • Search: POST /api/v1/mixed_people/api_search — find people by title, keyword, location
  • Enrich: POST /api/v1/people/match — get email from person ID (1 credit each)
  • Bulk Enrich: POST /api/v1/people/bulk_match — batch enrichment (use name+company, not IDs)

Saleshandy

  • Base URL: https://open-api.saleshandy.com
  • Auth Header: x-api-key: YOUR_KEY
  • List Sequences: GET /v1/sequences
  • Import Prospects: POST /v1/sequences/prospects/import-with-field-name
  • List Email Accounts: POST /v1/email-accounts
  • Add Account to Sequence: POST /v1/sequences/{id}/email-accounts/add

See references/api-reference.md for full endpoint documentation.

Email Copy Best Practices

See references/email-templates.md for proven templates.

Key rules:

  1. Short punchy lines. One thought per line.
  2. Story-driven. Every email tells a specific story with real results.
  3. Real numbers always. Never round. "$457,500" not "almost half a million."
  4. P.S. lines are punchlines. The best hook lives in the P.S.
  5. Never beg. Confident, almost amused tone.
  6. 3-step sequences minimum: Opener → Proof → Close
  7. 3-5 day gaps between steps

Deliverability Checklist

Before activating any sequence:

  • [ ] SPF record configured on sending domain
  • [ ] DKIM record configured and passing
  • [ ] DMARC record configured
  • [ ] Email accounts warming for 7-14 days minimum
  • [ ] Health scores above 85 on all accounts
  • [ ] Using "get" prefix domains for cold outreach (protect main domain)
  • [ ] Daily sending limits set conservatively (15-25/account/day to start)
  • [ ] Warmup tool running (Saleshandy built-in or TrulyInbox)

Troubleshooting

IssueFix
------------
Apollo search returns 0 emailsEmails require enrichment — search only returns IDs
Apollo people/search returns 403Use /mixed_people/api_search endpoint instead
Saleshandy API "Invalid token"Header must be x-api-key not api-key or Authorization
Saleshandy import fails "conflictAction"Valid values: overwrite, noUpdate, addMissingFields
Emails going to spamCheck warmup scores, verify DKIM, reduce daily volume
Merge tags not renderingUse {{First Name}} format in Saleshandy content

版本历史

共 1 个版本

  • v1.0.0 当前
    2026-05-08 00:12 安全 安全

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