Most deals, according to Dr. Connor Robertson, founder of Elixir Consulting Group and host of The Prospecting Show, are not lost to a competitor with a better product but to silence. A prospect was interested, the conversation slowed, nobody followed up at the right moment, and they moved on to whoever showed up next. Robertson argues automated follow-up can help address that problem with more consistency, and lays out a system for building one.
Why Manual Follow-Up Can Fail at Scale
In Robertson’s framing, manual follow-up depends on memory and motivation, both of which can be unreliable and may degrade under pressure. A salesperson remembers the exciting deals and forgets the quiet ones, following up when time allows rather than when the timing is better for the prospect. An automated system, by contrast, can treat every lead consistently, firing on schedule regardless of how distracted the person running it happens to be.
Step 1: Map the Follow-Up Cadence Before Building
Robertson’s process starts with defining the sequence before touching any tool: how many touches, over what time period, through which channels. He describes a solid B2B cadence for a high-consideration sale as typically including email at days one, three, seven, fourteen, and thirty; a phone attempt or voice message at day seven and day twenty-one; and a break-up message at day forty-five that creates scarcity and closes the loop. He recommends documenting this completely before building anything.
Step 2: Build AI Prompt Templates for Each Touch
For each touch in the cadence, Robertson has a business write a prompt template that generates a contextually relevant message, pulling in the prospect’s name, the product discussed, and notes from the last interaction. The AI generates a personalized message referencing the actual conversation rather than a generic follow-up, with the output getting a brief review or, for later touches, sent automatically.
Step 3: Wire CRM Stage Changes to Follow-Up Triggers
Every stage change in the CRM should map to a specific follow-up action; in Robertson’s system: proposal sent starts sequence A; a meeting completed with no reply in 48 hours starts sequence B; a deal marked lost starts a re-engagement sequence C at 60 days.
The CRM triggers automatically based on what the sales team does in its normal work, reducing the need for anyone to remember to start a sequence.
Step 4: Measure Reply Rate by Touch and Optimize
Robertson warns that an automated follow-up system nobody measures can become noise generation. He recommends tracking reply rates by sequence, by day number, and by channel, identifying which touch generates more responses, shifting volume there, and removing what consistently produces little. A well-measured follow-up system, in his description, can improve its reply rate over time.
Where the System Still Needs a Human
Robertson is explicit that automation handles the mechanics of follow-up, not the judgment involved in closing. A message firing on schedule is not a substitute for a rep noticing that a prospect’s tone has shifted, or that a deal needs a different approach than the sequence assumes. His framing keeps the system in charge of consistency, making sure fewer opportunities fall through simply because someone was busy, while leaving the read on relationship and timing to the person running the deal.
The two roles, in his account, are meant to complement each other: the system reduces the risk of silence, and the person decides what happens once a prospect responds.
About Dr. Connor Robertson
Dr. Connor Robertson is an entrepreneur, author, and strategic advisor based in Pittsburgh. He is the founder of Elixir Consulting Group, host of The Prospecting Show, publisher of The Pittsburgh Wire, and founder of The Grant Finder. He is also a six-time published author, with titles including The 7 Minute Phone Call, available at drconnorrobertsonbooks.com. More on his work is available at drconnorrobertson.com.
