AI sales outreach team that finds leads, scores them, sends personalized cold email sequences, and runs your pipeline so founders and lean B2B teams book demos every week.
AI sales outreach team is what founders and 2-person B2B sales teams reach for when manual prospecting has eaten the calendar but the deal pipeline is still thin. The classic trap: you know cold email works, but writing 30 personalized first messages plus 90 follow-ups every week is a full job. So you either send templated 'Hi {first_name}, I noticed your company...' spam (1-3% reply rate, deliverability tanks), pay $1,499/month for Outreach.io and still need an SDR to operate it, or hire a $4K/month SDR who needs 90 days to ramp and quits at month 7. An AI sales outreach team from CrewClaw collapses that workflow into four agents that share state through the OpenClaw runtime.
Scout sources and scores leads - Apollo or Clay pulls, BANT plus ICP fit scoring, technographic enrichment so only good fits hit the sequence. Inbox writes the actual cold email - signal-driven first lines, not Mad Libs - plus the day-3, day-7, and day-14 follow-ups with fresh context each time. Closer orchestrates the timing and prioritizes which leads to push today. Personal CRM logs every interaction into HubSpot, Pipedrive, Attio, Notion, or a flat JSON file, and surfaces the next action with full context. The four AI sales outreach team agents pass state automatically: when Inbox lands a positive reply, Closer pulls the lead out of the cold sequence and queues a demo confirmation; when Personal CRM detects 7 days of silence, Inbox writes a break-up email tailored to that thread. Setup takes 10 minutes - drop the bundle in your repo, run two Terminal commands, point it at your ICP and CRM. Most users see reply rates jump from 1-3% to 5-9% and demo bookings roughly double in the first 60 days.
Manages the sales pipeline and drafts outreach sequences.
Qualifies and scores leads using the BANT framework.
Writes personalized cold emails and follow-up sequences.
Tracks deal progress, follow-ups, and customer interactions.
You define the ICP once: industry, company size, role, geography, plus 1-2 technographic signals (uses Stripe, runs on AWS, hiring engineers). Scout reads it and starts pulling leads.
Scout sources leads from Apollo, Clay, LinkedIn Sales Navigator, or a CSV upload, then enriches each one with company size, funding, recent news, and the prospect's role and tenure.
Scout scores each lead with BANT (budget, authority, need, timing) plus an ICP fit score, and tags any lead under threshold so Inbox does not waste sequence sends on bad fits.
Closer assigns each high-score lead to a sequence template and orchestrates timing - which day Inbox sends, when to switch from email to LinkedIn, when to drop the lead if no engagement after 5 touches.
Inbox writes the actual cold email - not Mad Libs templates, but a 4-line first message that hooks on a specific signal (a recent hire, a product launch, a podcast quote) and asks one clear question.
Inbox sends the day-3 follow-up, the day-7 case study email, the day-14 break-up email - each one written fresh from context, not 'just bumping this'.
Personal CRM logs every reply, every open, every click into your CRM (HubSpot, Pipedrive, Attio, Notion, or a flat JSON file) and reminds you of the next action with full context: 'Acme replied 3 days ago, contract sent Wednesday, follow up today'.
A daily pipeline digest goes to Slack: leads added, emails sent, replies, demos booked, deals at risk (no touch in 7 days), and the top 3 conversations to push today.
Daily AI sales outreach team digest from Closer: - Scout: 28 new leads sourced, 14 passed BANT scoring (8 high-priority, 6 medium) - Inbox: 47 emails sent (32 first-touch, 11 follow-up, 4 break-up) - Open rate: 41% (industry baseline ~22-30%) - Reply rate: 7.2% (3 positive, 1 'not now', 0 unsubscribes) - Demos booked: 2 for this week (Acme, Stripe-using SaaS, Series A) - Personal CRM: - Acme Corp: contract sent 3 days ago, follow up TODAY - GymBuddy: replied 'send pricing', email drafted by Inbox, awaiting your review - LedgerPro: gone silent 9 days, day-14 break-up email queued for tomorrow - Pipeline value: $42K across 9 active deals (avg $4.7K, oldest 22 days) - Top 3 conversations to push today: Acme close, GymBuddy pricing reply, FinOps demo confirm
Outreach.io is sequence orchestration ($129+/seat/month), Apollo is a lead database with basic sequencing ($59+/seat/month), Lemlist is templated cold email ($59+/seat/month). All three need a human SDR to write the actual personalized first lines, score the leads, and run the CRM. CrewClaw's AI sales outreach team is four reasoning agents that do that judgment work themselves - Scout scores leads, Inbox writes signal-driven first lines, Closer orchestrates, Personal CRM logs context. You can absolutely run CrewClaw alongside Apollo (use Apollo for the data, CrewClaw for the writing and orchestration) - that is the most common setup.
Inbox does not bulk-blast - it sends personalized one-to-one emails through your existing inbox via SMTP, the Gmail API, or a sending tool like Mailgun, Postmark, or Resend. Deliverability matches your normal Gmail or Workspace inbox because the emails are personalized and sent at human pace (rate-limited to 30-50 per day per inbox by default). For higher volume, point Inbox at a dedicated cold email infrastructure like Instantly or Smartlead and rotate inboxes the same way pro outbound teams do. Mass spammy templates would get flagged anywhere - the agents are configured to avoid that pattern.
Scout integrates with Apollo, Clay, LinkedIn Sales Navigator (via Bardeen or Phantombuster), Crunchbase, and plain CSV upload. You bring the data source - the agents do the scoring, enrichment, and sequencing. Most users start with their existing Apollo or Sales Navigator subscription. For zero-data starts, Scout can scrape public ICP lists (job board hires, recent funding news on Crunchbase, podcast guest lists) which is slower but free.
Inbox is configured to comply by default: physical mailing address in the footer, unsubscribe link, accurate from-name and subject line, no false headers (CAN-SPAM). For GDPR, B2B cold email to business contacts at business addresses is generally permitted under legitimate interest in most EU jurisdictions, but you must honor opt-out and not pursue prospects who unsubscribe. CASL (Canada) requires more care - Inbox can be configured to skip Canadian domains or only send to prospects with explicit prior business relationship. Compliance is your responsibility; the agents make the technical hygiene easy.
Inbox defaults to Claude Sonnet 4.5 because cold email quality directly affects reply rate - junior models produce flat copy that gets ignored. Scout and Personal CRM run on Haiku because lead scoring and CRM logging are structured tasks. Closer runs on Sonnet for orchestration decisions. Typical API spend at 200-400 emails/week is $30-70/month on your own Anthropic key. CrewClaw bundle is one-time pricing on top of that.
For solo founders and 2-person teams, yes. Personal CRM logs to a flat JSON file or Notion database that holds 1,000+ deals comfortably and includes contact history, deal stage, last touch date, and next action. For teams of 5+ where multiple reps need shared dashboards, forecasting, and reporting, keep HubSpot or Pipedrive as the source of truth and let Personal CRM sync into it via the API. Most solo founders kill their HubSpot subscription within the first month after deploying this team.
The default config rejects the 'I noticed you recently...' opener because it has been burned by every other AI tool. Inbox is configured to lead with one specific signal (a hire, a product launch, a podcast quote, a tweet, a recent funding round) and ask one clear question - never to recap the prospect's bio. You can train it on your own past winning emails by pointing it at a 'won-replies.md' file. Most users spend 30 minutes in week 1 telling Inbox 'rewrite without compliments, lead with our concrete result' and that locks the voice.
Yes. CrewClaw is one-time pricing, not subscription. The Starter Bundle ($19) gives you all 4 agents (Closer, Scout, Inbox, Personal CRM) plus the AGENTS.md coordination file. Ongoing cost is your LLM API key - typically $30-70/month at 200-400 emails/week. Compare that to Outreach.io ($129/seat/month) plus Apollo ($59/seat/month) plus an SDR salary at $4-6K/month. Most founders break even on the first booked demo.
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