Quick Summary
To sell to an AI-educated buyer, stop pitching what they already know and start closing the specific gaps their research couldn’t answer. Anticipate that your prospects have made AI comparisons before you even get them on the phone. When your product looks the same as every competitor’s, the service and experience you provide becomes the deciding factor, so use it to reduce their hesitation and earn the close.
Key Takeaways
- AI-educated buyers research products, competitors, and pricing before they ever talk to a rep, and they show up ready to compare, not to be pitched.
- Prospects run your name and claims through AI before they even pick up a cold call, so credibility has to hold up from the first ten seconds.
- Buyer resistance behaves like physical friction. Lower it, and the deal moves on its own.
- Product parity means most companies now sell the same thing, so the service and experience you provide becomes one of your only real edges left.
- Buyers who arrive through an AI tool close more often than buyers who arrive through Google, because they showed up already educated.
- Sales is splitting into a spectrum. Transactional deals are sliding toward AI. Complex deals are sliding toward subject matter experts who happen to sell.
Listen to the full podcast episode:
The Buyer Already Made Up Their Mind
You’re on the phone with the golden client.
You have a product that meets their need at a fair price, and you have given solid answers to every question they’ve thrown your way.
Then, they give you the “let me think about it” reasoning, and the deal dies right there.
But in many instances, the buyer is already a step ahead.
They’ve done research beyond a simple website dive and used AI. They are preparing to make a purchase, and they have no shortage of companies to buy from.
Their AI investigations have armed them with the products, competing companies, pricing model comparisons, and a pros and cons chart telling them exactly who they should buy from before you ever pick up the phone.
That’s why, Victor Antonio explains on a recent episode of the Sales Gravy Podcast, buyers don’t need you to call them with a sales pitch. They need validation that their choice to buy from you is the correct one.
Sometimes that means more clarification, or maybe they just need to hear your confidence enough to boost their own.
Victor discusses selling to AI-educated buyers and how to break through their resistance in his book The Future of Selling: The Rise of AI Agents.
He traces his advice in the new age of selling to decades-old education he received and says that knowing how to navigate it now will reframe your job for every future call you make.
What Is An AI-Educated Buyer?
Tools like ChatGPT, Claude, Gemini, and Perplexity, along with the ease of AI-driven search engine results and overviews, mean that most of your buyers already have the AI edge.
The search for products and competitors is much faster with AI, and they’ve already compared pricing before you even talk to them.
They are answering your call with their own pros and cons list already scribbled out, and they don’t need another pitch from you.
As a salesperson, this changes your job when prospecting AI-educated buyers.
Your buyer already knows your product, or at least products like yours, because they are already in the market for it.
Your job is to recognize that early in the call and change your approach to their questions, so that when they do make their decision, they are deciding on you.
Watch Jeb and Victor discuss selling to AI-educated buyers:
The Physics of the Pitch
Before Victor sold anything, he studied electrical engineering, and the class that stuck with him was about friction: how much force it takes to slide a block up an inclined plane, and how the right bearing cuts that force down to almost nothing.
He didn’t know it at the time, but that lesson became the foundation of how he sells today.
Picture the sale as that inclined plane.
The buyer’s anxiety, their fear of picking wrong, of the financial risk, of looking bad in front of their boss, is the incline.
The steeper it feels, the more force it takes to move the deal at all.
Most reps respond by pushing harder: another feature, benefit, or follow-up call. Victor’s engineering brain saw a better option.
Not more force, but a bearing.
“The more I can reduce mental friction or cognitive loading, the more somebody is likely to say yes,” Victor said.
A bearing removes resistance so the same amount of force moves the block further.
In a sales conversation, the bearings are the things that lower a buyer’s anxiety: a specific answer instead of a vague one and genuine confidence in your voice instead of a script.
Reduce the friction and the deal doesn’t need to be pushed. It slides.
That reframe changes what your job actually is.
You aren’t on the call to give the buyer more reasons to buy.
You are there to justify the reasons they already have, and let them feel confident in a decision they’ve mostly already made.
That’s especially true with an AI-educated buyer.
They didn’t start at the bottom of this incline. Their research already knocked down some of the friction before you picked up the phone.
Your job is to find what’s left, and be the bearing for it.
Prospecting An AI-Educated Buyer Before They Ever Say Yes
As a salesperson, your job involves a substantial amount of cold calling.
It’s the buyer’s first introduction to you, and you have to anticipate and prepare for more than just introducing your product.
Don’t be surprised when the research edge that AI gives to your buyers shows up on the very first cold call with them. They already know what you’re calling to sell, and they’ve used AI to size up your business.
This changes your cold call approach and what you need to accomplish once you have them on the phone.
Opening your call with generic info or inflated claims is a sure way to end the conversation before it begins.
You need to open with real, verifiable details about your industry and how you can solve their problem.
With AI at their disposal, a prospect can check your credibility in real time.
In the first ten seconds of prospecting, assume your buyer knows who you are, and know that it’s your job to make sure that their findings match what you’re telling them.
Google Isn’t The First Choice Search Anymore
Victor pointed out that traditional search engines are favored less and less lately.
Rather, users are launching their searches immediately through AI, bringing them neatly packaged research without ever crossing your page.
But if AI is putting your page in that package, you’ve already got an edge with the buyer.
Research from HubSpot shows that buyers who found companies through AI tools close deals at higher rates than buyers who used traditional search engines. Those buyers were already far into the buying journey before they ever talked to a sales rep.
Victor refers to this as the “last mile buyer.”
They’ve handled the research themselves, and they need you to meet them toward the final run to offer confirmation of their research, clarification on any missing pieces, and the confidence to close the deal with you.
How to Stand Out When Everyone Sells the Same Thing
We’ve hit product parity.
The products you sell are comparable to your competitors, in timelines, in innovation, in shipping time, in cost. Other competitors are finding ways to move faster, and when you do finally do get an edge on the market, it gets copied fast and lost even faster.
If your product looks and sounds the same as your competitors’, then the choice often comes down to convenience and time. Buyers choose the fastest, easiest option, and you’re left selling to someone who doesn’t want to waste more of your time or theirs.
But, Victor explains, finding out what makes the buyer hesitate, whether that’s a previous bad experience with another vendor or fear of picking the wrong products, can help you reclaim your edge on the market.
When part of that last bit of buyer hesitation comes down to vendor experience, it becomes your job to offer them premium service that outperforms every competitor.
Assuage their anxiety and give them quality assurance that in a market of fast and cheap, your product is the worthy choice.
AI Can’t Close the Deal
AI can do a good bit of heavy lifting when it comes to buyer research, but it can’t close the deal.
You can.
Every transaction falls on a spectrum of complexity.
AI handles routine questions, and companies are finding it easier and more cost-effective to train new AI models than to retrain real humans.
But when the sale gets complex, and buyers are facing high-stakes decision-making, the friction that’s already affecting their decision grows stronger with each new interaction that isn’t met with a human.
Buyers reach a point in the transaction where they need a subject matter expert.
A trained salesperson helps buyers with true discernment and gives them the comfort of talking to a real, knowledgeable human.
Buyers putting their time, money, and trust into a company want to close the deal with a person, not a computer.
What This Looks Like on Your Next Call
Your buyer has already done their research. They know their options, and they know what questions they still have that AI couldn’t answer for them.
That’s where you come in to close those gaps.
When you’re speaking with an AI-educated buyer, it’s going to look different from your usual calls.
You can skip the overview, because they already know what you offer.
Their questions are going to lean more toward implementation or pricing, so find out what they already know. This tells you where their research ended, and where your real conversation can begin.
These buyers don’t want a list of features.
They want to know why your features are better for their needs.
Last-mile buyers aren’t there to be sold on a product they already know they need. They are talking to you for validation that your product is the one they need to buy.
If you have gotten this far into the call and they continue to hesitate, ask them directly what’s holding them back. Once you know what’s stopping them, you can remove that friction through the kind of conversation that AI simply cannot have with them.
Sell to the AI-Educated Buyer Who’s Already Done the Work
More often than not, your buyer isn’t difficult.
They’ve already done the research and compared their options.
They have already formed an opinion before you ever picked up the phone.
AI-educated buyers are informed and prepared, and some are already closing in on their decision.
What’s left is a human with conviction and confidence to answer their remaining questions and give them the final assurance.
Give them something real, and you’ll close the deal.
Common Questions Salespeople Ask About Selling to AI-Educated Buyers
An AI-educated buyer is a prospect who has already used tools like ChatGPT, Claude, or Perplexity to research your product, your competitors, and your pricing before you ever get on a call. They arrive with a shortlist and a good idea of who they want to buy from, not a blank slate.
Skip generic intros and inflated claims. Since a prospect can check your credibility in real time, open with specific, verifiable details about their industry and the problem you solve. Anything that doesn’t hold up gets caught immediately and can end the call before it starts.
Buyers researching through tools like ChatGPT, Claude, or Perplexity typically arrive further along in their journey already. They’ve educated themselves before you ever talk to them, so your conversation shifts from information sharing into confirmation and clarification, which speeds up the close.
Buyer resistance is the hesitation a prospect feels before committing, even when your product fits what they need. Victor Antonio compares it to physical friction. The more mental load or anxiety a buyer carries into a decision, the harder it gets for them to move forward.
Not across the board. Victor Antonio expects transactional, low-complexity sales to shift toward AI handling, while complex, high-stakes decisions keep requiring a human subject matter expert who can build the confidence a bot can’t yet deliver on its own.
When products are comparable in price, timeline, and features, the deciding factor often becomes the experience of working with you. Finding out what makes a buyer hesitate, and offering service that outperforms competitors, can help you reclaim your edge even in a market of product parity.
