AI Loan Projection Formula for Loan Officers: Building One With a 50-Question Interview
By Alex Regueiro · October 25, 2026 · 5 min read
Sixteen referral partners had signed their paperwork and never sent a single deal, and the person who spoke to them had no quick way to show what a loan could look like. That was the picture on one mortgage team's referral side when we sat down in GoHighLevel with two of its people.
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The team was split between a coordinator who worked referral partners and a loan officer focused on FHA cash-out. Any group of mortgage loan officers will recognize the two questions underneath: who owns which lead, and how fast can you put numbers in front of a partner?
The situation
We held a GoHighLevel walk-through with the referral-program coordinator and an FHA loan officer. The team had two lead types to cover, referral partners and FHA cash-out borrowers, and neither person was sure which of them owned which.
The coordinator also needed to talk numbers with partners on live calls. There was no quick way to project a loan while the partner was still on the line.
What was broken
Three problems sat on top of each other.
- Partners had signed and then gone quiet. Sixteen of them, and no deals had come through.
- Lead ownership was unclear, so it was not settled who should respond to a new lead.
- No loan projection was available during partner calls, which put friction into every conversation about numbers.
What we built
Here is what the call set up.
- An ownership split by lead type. Referral partners went to the coordinator and FHA cash-out leads went to the loan officer, so each lead type has one accountable person.
- Manual outreach. Each of the 16 signed-but-quiet partners was to get a text and an email that same day, sent by hand by the coordinator through GoHighLevel, so the first touch came from a person.
- Facebook ad campaigns, built so they could launch within 24-36 hours of Facebook approval.
- A loan projection formula. The coordinator answers a 50-question interview run by an AI chat tool, and the result is a formula that projects loan numbers while a partner is on the phone.
What changed
It was too early for any outcome. The outreach had just gone out and the ads had not launched when the call ended.
What changed was the structure. Each lead type had one named owner. The quiet partners were being contacted by a person instead of waiting in a list. And the projection tool was assigned with a due date a few days out, so the next partner call would have numbers behind it.
Build a projection tool you can trust
This is advice if you try the same approach. Let the AI interview you, so the formula reflects your own rules and not a generic guess. Test the result against loans you have already closed before you use it live.
On a call, call the output an estimate and never a quote. A fast number that is wrong costs more trust than a slower number that is right.
Frequently asked questions
How do you split lead ownership between two reps in GoHighLevel?
Decide ownership by lead type, then make that visible in the account so each lead has one accountable person. Here, referral partners went to one rep and FHA cash-out leads went to the other, which removed the question of who should reach out.
What do you do with referral partners who signed and then went quiet?
Contact them personally first. In this case the coordinator was set to text and email all 16 partners through GoHighLevel, by hand, so each message came from a person. Automation can follow once you know which message gets a reply.
Can an AI interview produce a loan projection formula?
It can produce a first version. The AI asks 50 questions and turns your answers into a formula. Test it against loans you already know before using it live, and treat anything you say on a call as an estimate.
When should the follow-up system be ready relative to new ads?
Before the first lead arrives. Here the campaigns were built to launch within 24-36 hours of Facebook approval, and the ownership split and outreach were set on the same call so leads would have an owner from the start.
If your referral partners signed and went quiet, book a 30-minute AI follow-up and reporting audit. We look at who owns each lead type and what your team can say with numbers on the first call.