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Use Case

Personalize sales outreach at scale with AI agents

Deploy agents that research prospects, personalize messaging, and manage multi-step outreach sequences. Each touchpoint is tailored to the prospect's company, role, and pain points.

The Problem

  • Generic outreach emails get ignored, marked as spam, and actively hurt your brand perception. Prospects can instantly tell when they've received a template blast, and that first impression of laziness colors every future interaction with your company — even if your product is genuinely relevant.
  • Sales reps spend 2-3 hours daily researching prospects manually — scanning LinkedIn profiles, reading company blogs, checking Crunchbase for funding news, and trying to find a personalized angle. That's 30-40% of their selling time consumed by research that follows a repeatable pattern.
  • Multi-step outreach sequences are nearly impossible to personalize at scale. A rep might craft a thoughtful first email, but by touchpoints 3 and 4, the personalization has dropped off entirely because it's simply too time-consuming to maintain across hundreds of active sequences.
  • Reply rates on outbound email hover at 1-3% for most sales teams despite sending thousands of messages per month. The volume approach is failing — prospects are desensitized to generic outreach, and sending more of the same just accelerates the race to the bottom.

How It Works

  1. 1Feed prospect lists from your CRM, CSV upload, or lead enrichment platform. The agent ingests contact information alongside any existing data — past interactions, lead source, engagement history — so it has full context before beginning research.
  2. 2The agent researches each prospect across multiple sources: LinkedIn activity, company news, job postings, technology stack, recent funding rounds, and industry trends. It identifies specific pain points, recent achievements, and conversation hooks unique to each prospect.
  3. 3For each prospect, the agent generates a personalized multi-touch sequence — typically 3-5 emails spaced over 2-3 weeks — where every message references specific details about the prospect's situation. Follow-up emails build on previous touchpoints rather than repeating the same pitch.
  4. 4Sequences are sent through your existing email platform (Outreach, SalesLoft, Apollo, or Gmail) with intelligent follow-up scheduling based on engagement signals. The agent adjusts timing and content based on opens, clicks, and replies across the sequence.

Results

  • 3-5x increase in reply rates because every email contains specific, relevant details about the prospect's company, challenges, and goals. Prospects engage because the message clearly demonstrates that someone — or something — actually did the homework.
  • Hours of prospect research automated per rep per day, freeing your sales team to focus on conversations, demos, and closing. Reps who previously managed 50 active sequences can now effectively run 200+ without sacrificing personalization quality.
  • Consistent outreach quality across your entire sales team, regardless of individual rep skill level. Your best rep's research methodology is now applied to every single prospect, eliminating the quality gap between top performers and the rest of the team.
  • Outreach volume scales linearly with your pipeline without adding headcount or sacrificing quality. Whether you're reaching out to 100 prospects or 10,000, every message maintains the same level of research depth and personalization.

Example Agent Prompt

Research this prospect's company and role, then draft a 3-email sequence highlighting how our agent platform solves their specific operational challenges.

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