How Mercator AI Built Their First 10 Enterprise Customers: A Step-by-Step Breakdown of Their Early Sales Process

Landing your first enterprise customers is rarely the clean, linear process startup blogs make it seem. In a recent Category Visionaries episode, Chloe Smith shared how Mercator AI’s early customer acquisition journey involved tears, pivots, and 21-page legal documents for a $200 deal.

Step 1: The Manual Proof of Concept

Before Mercator AI had a product, they started with manual work. “We had put together this kind of proof of concept package that really just outputted a spreadsheet, frankly,” Chloe recalls. This simple approach led to their first breakthrough when a customer reported: “Oh my goodness, you got me in front of like new clients I would have never known about.”

Step 2: The Validation Pivot

This unexpected feedback forced a crucial decision. “The day before we met with this customer, we looked at each other and said, well, I think we need to pivot. And then the following day we met with this customer and they came back… Both of us looked at each other going, well, that’s a 180 from yesterday, what do now?”

Step 3: Converting Interest to Commitment

The team structured their first deal as a letter of intent – a decision Chloe now recognizes as suboptimal: “We signed it as like a letter of intent that they would pay. So, like, talk about setting yourself for two sales cycles.”

Step 4: Racing to Build the MVP

With the LOI signed, the pressure was on: “Off that letter of intent, we pulled together a team of, I think it was three or four developers at the span of six weeks. We built the MVP and launched it over Christmas.”

Step 5: Refining the Target Customer

Through trial and error, Mercator AI discovered their ideal customer profile: “Our customers need to have, at minimum, a business development person on their team… that also signaled to us that you are investing well beyond your current scope of work into generating new work.”

Step 6: Building the Sales Process

The early sales process revealed the complexity of enterprise sales in construction. “We had to get buy-in from all their other team members. And it took months,” Chloe shares. Even a small deal required extensive legal review: “We’re literally redlining legal on this 21-page document to sign a $200 contract.”

Step 7: Market Expansion

As the company grew, they developed a systematic approach to new markets. In Austin, this meant “I knocked on doors, I visited offices, I reached out via email, I cold called, I attended association events.” This hands-on approach helped identify key partnership and PR opportunities.

The Key Insight

The most valuable lesson from Mercator AI’s early sales process wasn’t about closing techniques or pitch decks. Instead, as Chloe advises: “Go speak with the president of your local construction association and ask them what they commonly hear their members complain about… really seek to understand versus to be understood.”

This focus on understanding customer pain points before selling solutions helped Mercator AI build a sustainable enterprise sales process in an industry notorious for its resistance to new technology.