In a recent LinkedIn post, John Barrows discusses the unintended consequences of Artificial Intelligence in sales outreach, arguing that AI, rather than solving data quality issues, can actually exacerbate them if not properly guided. Barrows highlights a common pitfall where AI-driven personalization in sales cadences sounds generic because the AI is primarily fed marketing messaging, which is designed for broad audiences.
The AI Paradox in Sales Personalization
Barrows contends that the reliance on marketing content for AI personalization leads to a homogenization of sales messages. He points out that marketing’s broad appeal doesn’t translate well to the individual-focused nature of sales conversations.
“I thought AI was going to solve that problem but it’s made it exponentially worse.”
According to Barrows, AI models learn from the data they are given. When that data is primarily marketing collateral, the output will reflect that. He elaborates on this by stating:
“AI only pulls from what it’s given and usually it pulls from your Marketing messaging. Marketing messaging is meant for the masses. Sales messaging is meant for the individual.”
Introducing ‘Sales-Ready Messaging’
To combat this issue, Barrows introduces his concept of a “Sales-Ready Messaging” formula. This methodology is designed to help companies develop messaging that is specifically tailored for individual sales interactions, rather than mass marketing.
Aligning Sales and Marketing
Barrows suggests that creating this specific type of sales-focused messaging not only improves the relevance of AI-driven personalization but also serves to better align sales and marketing teams. Furthermore, he believes it is crucial for building the business acumen of sales representatives, which he feels is often lacking in today’s market.
“This is the linchpin to my Filling the Funnel training program that I’ve delivered to hundreds of companies and thousands of reps and I’m giving it away today at 11:00am EST.”
He emphasizes the importance of this approach for creating sales communications that can cut through the noise generated by less effective, AI-powered outreach. Barrows positions his “Sales-Ready Messaging” formula as a key component of his “Filling the Funnel” training program, which he has delivered widely.
Bridging the Gap with Better Messaging
The core argument presented by Barrows is that while AI offers powerful tools for scaling outreach, its effectiveness is fundamentally dependent on the quality and relevance of the input data. He advocates for a strategic approach to messaging development that prioritizes sales-specific communication, ensuring that AI enhances, rather than detracts from, genuine personalization and effective sales engagement.
“If you want to know how to create better messaging that stands out from all the AI slop, sign up now!”
Barrows concludes by inviting interested parties to learn more about his methodology, framing it as a solution to the current challenges posed by generic AI-generated sales content.
📝 About This Content
This article is based on insights shared by John Barrows on LinkedIn.
📅 Originally posted on May 20, 2026 | View original post on LinkedIn →