The Irony of Human-Sold AI Replacement Tools
I’ve spent months evaluating AI tools for GTM, and I can’t help but notice the irony: talking to humans about how you don’t need humans to sell… while those humans sell you their technology to replace humans.
Many of these tools claim to be able to “replace sellers.” It’s been fun evaluating them because I’ve met cool people along the way. AEs, Sales Leaders, even CEOs have joined calls to walk me through their solution. But every conversation reinforces the same contradiction—if AI truly replaces human sellers, why are humans still needed to sell the AI?
Why AI Sales Tool Claims Are Getting More Extreme
There is SO MUCH NOISE right now regarding AI. Every other post seems to be “comment CLAUDE to get access to my system to [insert unbelievable result].”
The claims are getting more extreme because vendors are under pressure. AI companies need hundreds of billions of dollars in additional funding just to stay alive for several more months. Saying “we are months away from making people 40% more efficient” isn’t going to raise $100 billion at trillion dollar valuations. So instead, executives at major AI companies claim: “We are months away from [our technology] replacing ALL white collar work.”
This funding pressure trickles down to every vendor in the AI sales tools space. The bigger the claim, the more attention they get. The more attention they get, the more customers they can acquire before the next funding round.
The Incentives Framework: Your BS Detector for AI Claims
The Incentives Framework asks one simple question: What are their incentives?
This framework works because it helps you proactively address risk in your tool selection process. Instead of evaluating claims at face value, you analyze the motivations behind those claims.
My philosophy for AI in sales is based on this perspective: for complex evaluations, people still want to talk to people. For simple evaluations, people will gravitate to the convenience of AI/automation. Products that can be sold with a “script” will almost certainly be automated by AI. But products that require complex reasoning to evaluate can be automated by AI—the technology is already good enough to learn, reason, and communicate like an Account Executive. However, I think we are a long way from people being confident making transformational decisions based solely off of technology engagement.
AI sales tools that claim to replace sellers entirely ignore this complexity distinction between transactional and transformational decisions.
How Different Vendors’ Incentives Drive Their AI Messaging
Let me break down the most common vendor incentive patterns you’ll encounter:
Lead generation agencies claiming Claude replaced their entire outbound engine have a clear incentive: selling you their “secret sauce” that solves outbound. Their business model depends on you believing they’ve cracked the code that everyone else missed.
Personal branding consultants claiming “sales is dead” sell personal branding services. Their incentive is getting you to pay them to improve your personal brand because “that’s your only moat moving forward.” If sales isn’t dead, you don’t need their services.
AI avatar companies will tell you these avatars will replace sellers. Pretty simple incentive—if you believe that, you’ll pay them to use their AI sales avatar.
Major AI companies make the most extreme claims because they have the highest funding requirements. They can’t raise billions by promising incremental improvements.
Every time you see big claims on social media, look at the source and figure out their incentive. Then you’ll know just how large of a grain of salt you need to take with it.
Applying the Incentives Framework to AI Sales Tools Evaluation
The same analytical thinking you use to evaluate prospects should be applied to evaluating AI tool vendors. When you’re thinking like a buyer, you naturally question motivations and look for proof points.
Apply this same rigor to AI tool evaluation:
Question the vendor’s business model. How do they make money? Are they selling you the tool, or are they selling your data? Are they a startup that needs to show hockey stick growth, or an established company with sustainable revenue?
Examine their proof points. Are they sharing customer logos and specific results, or just screenshots of AI outputs? Can they connect you with actual customers using the tool successfully?
Understand their funding situation. Early-stage companies often make bigger claims to attract investors and customers. Later-stage companies typically make more conservative claims because they have revenue to protect.
The goal isn’t to avoid all AI tools—it’s to evaluate them with clear eyes instead of getting caught up in the hype cycle.
My Incentives (And Why They Might Align With Yours)
Hopefully this simple framework helps you—feel free to use it as you consume my content as well.
I’ll even disclose my incentive: sellers will believe elite AEs and leaders will be necessary in the age of AI and invest in my resources to become elite. I hope I’m right. I bet you hope I’m right, too.
If our incentives align, you can get access to all my resources here: hitmyquota.com
The Incentives Framework isn’t just useful for evaluating AI claims—it’s a mindset shift that will serve you well in every vendor evaluation, every sales conversation, and every business decision you make. When you understand what drives someone’s claims, you can separate signal from noise and make decisions based on reality instead of marketing.
