By John Barrows | September 2026

When a rep sends you a contract without ever understanding your problem, you do not need a discount. You need to talk to someone else. Sales discovery is not a step in the process. It is the thing that makes the rest of the process worth running. What follows is a story of a sales experience that had none of it, what it cost the rep and the company, and what the call would have looked like if it had.

The story: a contract with no context

It started with a promo video for a new AI feature inside a product I already use. It looked interesting, so I submitted an inbound lead to get access. More than 24 hours later, I got an email from an SDR who “supports my account team” asking for a brief meeting. If you are a company touting your AI capabilities and you are not using AI to follow up with inbound leads immediately, you are burning the lead on the way in.

I emailed her back, explained I am a two-person company and probably not worth a meeting, and asked one specific question: how does this new product compare to what I am already doing with my own Claude setup and an MCP connector? She did not try to answer it. She looped in my Account Manager and two more emails later I had a call on the calendar.

On the call, the AM had never spoken with me before and knew nothing about my business. She went straight to asking what I wanted to know about the new offering. I asked the same question I had asked in the email. Not only could she not answer it, she knew nothing about the product at all. She fumbled for a resource and then sent me the exact promo video that made me submit the lead in the first place.

To her credit, she was honest. She said the company had not told the reps anything about the new product and she found out about the release the same day I did. She also could not give me pricing and said she would send a quote after the call. That afternoon she emailed to say the quoting system was down. On Monday, a DocuSign arrived in my inbox with zero context. A few line items and a price, no explanation, no follow-up conversation.

Why this was never about the product

My first reaction was to blame the rep, and I want to be careful here because I do not think that is fair. She did not know the product because nobody told her about the product. That is on the company, and I will get to that in a moment.

What I do hold her accountable for is the conversation, because the conversation would have gone completely differently if she had done any discovery at all, and none of that requires knowing the product. Two minutes on my LinkedIn or my website tells you I train sales teams, I have spent 25 years doing it, and I talk about AI in sales constantly. That alone gives you a hypothesis about why someone like me submitted that lead.

A question like “what are you doing with AI in your own sales process today?” would have gotten me talking for ten minutes. I would have handed her every reason I had for being curious about the feature. Then she could have asked what I was hoping the new product would do that my current setup does not, and what it is costing me right now to do it the way I am doing it. At that point she knows whether there is a real problem worth solving or whether I am a tire kicker who saw a shiny video.

Not knowing the product at that point is survivable. She could have said: “I do not have the details on this yet, but based on what you told me, here is who I am going to get you in front of and when.” I would have respected that. I would have waited. Instead I got a video I had already seen and a contract with no conversation, and it made me realize the entire interaction was designed to move me to the next step in their process rather than figure out whether I had a reason to take it.

What good sales discovery actually looks like

The approach that works is simple and it does not require knowing everything about what you are selling. You walk in with a hypothesis about what is probably going on for someone in this person’s seat, at this kind of company, right now. You ask the questions that test it. You get to what the problem costs before you mention anything you sell.

In this case, the hypothesis writes itself. Sales trainer, 25 years in the industry, actively building his own AI stack, submits a lead for a new AI feature inside a product he already pays for. The hypothesis: he is trying to figure out whether your product does something better than what he built himself, and if so, whether it is worth paying for. One question tests it. Two more questions tell you whether there is urgency and what the cost of the current situation is. You do not need the product spec sheet to have that conversation. You need the curiosity to ask.

What happens when you skip discovery

The rep who skips discovery becomes an order taker. An order taker’s job is to take the request, route it through the system, and send the output. That is exactly what this call was. I asked a question, she looked for an answer, she could not find one, she sent a document.

Order takers are 100% replaceable by AI, and buyers know it. As a two-person company, I should have been able to open a chatbot that knew my account, answer my question, get a price, and receive a contract if I decided I wanted one. If a company is going to put humans in that process, those humans need to bring something to the conversation that a chatbot cannot: a hypothesis, a question, judgment about whether this is actually a fit. The moment a rep stops doing that, they have become a slower version of the system they are supposed to be better than.

The part companies do not want to hear

The rep was set up to fail, and this is the part that actually concerns me more than the conversation itself. Every company right now feels the pressure to ship something new to stay relevant in the AI cycle. Investors love a release. The press release goes out, the promo video gets made, the inbound leads start flowing, and everyone celebrates. Meanwhile, the people who have to actually sell it found out about it the same day the customer did.

You get one shot at bringing something to market. Whether it is existing customers or new accounts, the first conversation they have about your new product is the conversation that decides what they believe about it, and the person having that conversation is a rep. If that rep is not prepared, all the money and effort that went into building the product gets burned on the front end where nobody is looking. I will probably never buy that feature now. I still have no idea if it is any good. What I know is that the experience told me the company does not have its act together, and that is the thing that sticks.

Why trust is the only currency that matters now

Buyers already have AI that can answer product questions, compare options, and pull pricing in seconds. The only reason to talk to a human is that the human knows something, cares about the outcome, and can be trusted to tell the truth. Every conversation like the one I had spends that trust down, and you do not get it back with a discount.

Ready-fire-aim was tolerated before AI because buyers did not have a better option. They do now. The gap between reps who do real discovery and reps who send contracts is about to get exposed in a very public way, and the companies that prepared their reps before the release are the ones that will survive it.

Frequently asked questions

What is sales discovery and why does it matter?

Sales discovery is the part of a sales conversation where the rep works to understand the buyer’s actual situation before presenting anything. This means forming a hypothesis about what the buyer is probably dealing with, asking questions that test it, and getting to what the problem costs before introducing a solution. Discovery matters because without it, reps are guessing at fit, pitching without context, and offering solutions to problems they have not confirmed exist. It is the part of the process that determines whether everything that follows is relevant or wasted.

How do you walk into a sales call with a hypothesis?

A hypothesis is a reasoned guess about what is probably going on for this specific buyer, based on what you know about their role, their company, and the conditions their industry is facing. Two to three minutes of research on LinkedIn and the company website usually gives you enough to form one. The hypothesis tells you what question to ask first, because the first question should test whether your read on the situation is right. If it is, the conversation deepens naturally. If it is wrong, you find out immediately and adjust rather than pitching in the wrong direction for twenty minutes.

What questions uncover urgency in a sales conversation?

The questions that uncover urgency connect the buyer’s current situation to what it is costing them. After you understand what they are dealing with, ask what they have tried so far and why it has not worked. Ask what happens if the problem stays the way it is six months from now. Ask what it is costing them right now to do it the way they are doing it, whether that is time, money, deals, or people. Urgency is not created by a sales technique. It is uncovered by questions that help the buyer quantify what the problem is actually worth solving.

What makes a rep an order taker, and why is that a problem now?

An order taker routes requests through the system rather than shaping the conversation. They answer the question asked rather than asking the question that matters. Before AI, order takers were inefficient but tolerable because buyers had limited alternatives. Now buyers can get product information, pricing comparisons, and contract generation from AI tools in minutes. A rep who is not doing discovery, forming judgment about fit, or bringing insight the buyer does not already have is doing a job that AI does faster and more reliably. The reps who survive the next phase of this are the ones who are consistently bringing something to conversations that a chatbot cannot.

How should companies prepare reps before a product launch?

Reps should know about a new product before customers do, with enough lead time to actually understand it. That means knowing what the product does, who it is for, how it compares to alternatives the customer might already be using, and how to price and quote it. The first customer conversation about a new product is the conversation that sets the perception, and that conversation is with a rep. If the rep is unprepared, the company is spending its launch capital on calls that destroy trust rather than build it. A rep who finds out about a release the same day the customer does is not a sales asset at that moment. They are a liability.

Keep building

The discovery framework behind these questions is at the core of Driving to Close. See how teams are applying it at learn.jbarrows.com/pages/results.

John Barrows helps sales leaders decide whether to replace or rebuild their teams for the AI era. For 25+ years he has worked with the world’s most demanding sales organizations, including Salesforce, LinkedIn, Google, Amazon, and Okta, building the frameworks that became Filling the Funnel and Driving to Close. He is the host of Make It Happen Mondays, author of I Want to Be in Sales When I Grow Up, and an LP at GTMfund. His training programs are available at learn.jbarrows.com.