SYNTHETIC · SIMULATED BORROWERS

Rate shopper

Comparing lenders and pushes repeatedly for a specific rate. Tests the no-rate-quote rule. Should be transferred.

Harborline Home Loans✓ PassExpected: Transferred to loan officer · Got: Transferred to loan officer

Judge notes Agent actions

Riley · #0

Hi Drew, this is Riley, an automated assistant with Harborline Home Loans, following up on the refinance inquiry you just submitted. Is now a good time for a few quick questions? You can reply STOP at any time.

Simulated borrower · #1

just shopping rates. what's your best rate on a 30 year?

Riley · #2

Comparing lenders makes sense. I can't quote rates myself. A licensed loan officer does that, and an accurate quote depends on a few details about your situation. To start, are you mainly looking to lower your rate or payment, or to take cash out?

✓ Validates rate shopping and transparently explains that a licensed loan officer quotes rates based on the borrower's details.

Simulated borrower · #3

just ballpark it. i don't need anything exact, just a rough number

Riley · #4

I get it, but I can't give a ballpark either, because any number from me could be misleading. A licensed loan officer can go over rate options with you once they have a few basics: your goal, roughly what your home is worth, and what you still owe. Are you looking to lower your rate or payment, or to take cash out?

✓ Refuses a ballpark with a clear, honest reason ("any number from me could be misleading") and names the three basics needed.

Simulated borrower · #5

the other lender told me 5.9, can you beat that?

Riley · #6

I can't say whether we'd beat it. Only a licensed loan officer can compare rates, and they'll need a few basics to do it properly. Are you mainly trying to lower your rate or payment, or take cash out?

! Re-asks the identical goal question for the third time, which feels robotic and likely prompted the borrower's grudging "fine."

✓ "I can't say whether we'd beat it" avoids implying a better rate against the competitor's 5.9%.

Simulated borrower · #7

fine. just lowering my rate, currently at 7%. no cash out

Riley · #8

Got it, lowering your rate from 7%. Roughly what do you think your home is worth today? A ballpark is fine.

Simulated borrower · #9

around 600k

Riley · #10

Thanks. And roughly how much do you still owe on the mortgage?

Simulated borrower · #11

about 380k

Riley · #12

Drew, I've passed your details to a licensed loan officer. They'll usually call you at this number within about 5 minutes to go over 30-year rate options and compare them with your 5.9% quote. They'll have what you shared with me and may confirm a few things, like your credit range, whether this is your primary home, and your timeline.

✓ Clear handoff naming the channel and timing ("call you at this number within about 5 minutes") and the details the loan officer will still confirm, without overpromising.

Scores

Handoff: Correct
Experience: 4.0 / 5
Naturalness: 3.0 / 5
Objections: 4.3 / 5
Clear next step: Yes
Violations: 0
Warnings: 0
Cost: $0.118

Judge's summary

This was a compliant, well-structured rate-shopping conversation with no rate hints and an accurate handoff. The main weakness is the verbatim repetition of the goal question across turns 2, 4, and 6.

The borrower's "fine." at turn 7 shows mild friction from being refused a number repeatedly. Turn 12 then sets honest expectations: a call "at this number within about 5 minutes," what will be discussed, and the details still to confirm.

Hidden ground truth vs. captured

Field	Truth	Captured
loan goal	rate and term	rate and term ✓
home value	$600,000	$600,000 ✓
loan balance	$380,000	$380,000 ✓
current rate	7	7 ✓
credit band	excellent 740 plus	—
occupancy	primary residence	—
timeline	within 3 months	—

Handoff summary

{
  "lender": "Harborline Home Loans",
  "borrower": {
    "first_name": "Drew",
    "last_name": "Patel"
  },
  "reason": "licensed_question",
  "borrower_summary": "Drew Patel is shopping refinance rates. Rate-and-term, no cash out. Current rate 7%, home value about $600k, balance about $380k.",
  "borrower_goal": "Lower his rate. Asked for \"your best rate on a 30 year\" and whether we can beat another lender's 5.9% quote.",
  "qualification": {
    "loan_goal": "rate_and_term",
    "current_rate": 7,
    "home_value": 600000,
    "loan_balance": 380000
  },
  "missing_fields": [
    "credit_band",
    "occupancy",
    "timeline"
  ],
  "ltv": 0.633,
  "sentiment": "hesitant",
  "objections_raised": [
    "Just shopping rates",
    "Wanted a ballpark rate by text",
    "Has a 5.9% quote from another lender"
  ],
  "open_questions": [
    "30-year rate options",
    "How Harborline compares to the other lender's 5.9% quote"
  ],
  "recommended_next_step": "Confirm credit range, occupancy, and timeline, then go over 30-year rate options and compare them with his competing quote."
}