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AI sales automation in 2026 means more than automating email sends. This guide covers everything: what it actually is, how the categories differ, how to choose between them, and how to build a motion that compounds over time.
A junior SDR costs $55,000–$80,000 per year all-in when you include base salary, benefits, recruiting fees, tools, and management overhead. In higher cost-of-living markets, expect $80,000–$100,000.
A new SDR takes 2–4 months to become fully productive, with full ramp typically at month 3–4. The first 6 weeks are spent learning the product, ICP, and tools. Months 2–3 involve building and testing the outreach playbook.
A good cold email reply rate for B2B outbound is 3–8%. Above 8% indicates very tight ICP targeting or strong personalisation. Below 3% usually means the ICP is wrong, the message isn't landing, or both.
Send 4–6 follow-up emails before stopping outbound to a prospect. Most replies come on the 3rd to 5th touch. Stopping after one or two emails leaves a significant portion of pipeline on the table.
Lead qualification is the process of determining whether a prospect has the need, budget, authority, and timing to buy your product. Qualified leads are worth pursuing; unqualified ones waste sales capacity.
A sales playbook is the documented set of processes, messaging, objection responses, and best practices a sales team uses to close deals consistently. It captures what works so the team doesn't re-learn it from scratch with every hire.
Pipeline hygiene is the practice of keeping CRM deal data accurate, current, and useful for forecasting. Poor pipeline hygiene produces unreliable forecasts, missed follow-ups, and sales decisions made on bad data.
A GTM (go-to-market) strategy is the plan a company uses to bring a product to customers and generate revenue. It defines who you sell to, how you reach them, and how you convert and retain them.
A sales sequence is a pre-planned series of outreach touchpoints sent to a prospect over a set period. Each step uses a different angle or channel to increase the chance of getting a reply.
An ICP (Ideal Customer Profile) is a detailed description of the company and contact most likely to buy your product and succeed with it. It defines who you should target in outbound, paid acquisition, and content — and who you shouldn't.
Definitions for the key terms used in AI-powered go-to-market: agents, heartbeats, memory, closed-loop execution, ICP, and more. A reference for anyone building or evaluating AI GTM systems.