Find Your Perfect Vehicle

Express your preferences including constraints and formula-based criteria to find the optimal vehicle

💬User Request (Plain English)

"I'm looking for a family-friendly electric SUV under $60,000 with at least 250 miles of range and seating for 5 or more people. I definitely don't want a hybrid—fully electric only. I prefer practical vehicles without luxury features, as I care more about value than premium amenities. Among options that meet these needs, I prefer better range, then more cargo space."

📋Extracted Preferences

How the system interprets the request:

Must-Have Constraints

• Price ≤ $60,000
• Body type = SUV
• Fuel = Electric (NOT Hybrid)
• Range ≥ 250 miles
• Seats ≥ 5
• Luxury = No

Preference Ranking

For tie-breaking among valid options:

1. Better range (higher priority)
2. More cargo space (lower priority)

🧠 Implicit Preferences

Lowest priority tie-breakers:

• Higher safety ratings
• Longer warranty
• Better tech scores

Demo: Results are auto-generated for demonstration.

Ranked Results (12 vehicles)

Results are ranked by: (1) fewest constraint violations, then (2) preference score based on the extracted preferences above

ALL RESULTS

#1 - 2024 Volkswagen ID.4 Pro S

OPTIMAL

$44,995

SUV

Electric

275 mi range

104 MPGe•0-60: 7.5s•201 hp•5 seats•64.2 cu ft

185.7

Score

#2 - 2024 Kia EV6 GT-Line

PARETO OPTIMAL

$50,900

SUV

Electric

310 mi range

117 MPGe•0-60: 5s•320 hp•5 seats•50.2 cu ft

184.9

Score

#3 - 2024 Chevrolet Bolt EUV

SUBOPTIMAL

$28,795

SUV

Electric

247 mi range

115 MPGe•0-60: 6.5s•200 hp•5 seats•56.9 cu ft

277.6

Score

⚠️ Violated Constraints (1):

• Range ≥ 250 (has: 247)

#4 - 2024 Hyundai Ioniq 6 SE Long Range

SUBOPTIMAL

$45,500

Sedan

Electric

361 mi range

140 MPGe•0-60: 5.1s•225 hp•5 seats•11.2 cu ft

223.6

Score

⚠️ Violated Constraints (1):

• Body Type = SUV (has: Sedan)

#5 - 2024 Tesla Model 3 Long Range

SUBOPTIMAL

$47,490

Sedan

Electric

341 mi range

132 MPGe•0-60: 4.2s•346 hp•5 seats•23 cu ft

205.8

Score

⚠️ Violated Constraints (1):

• Body Type = SUV (has: Sedan)

#6 - 2024 Toyota RAV4 Prime

SUBOPTIMAL

$44,800

SUV

Plug-in Hybrid

42 mi range

94 MPGe•0-60: 5.7s•302 hp•5 seats•63.2 cu ft

163.9

Score

⚠️ Violated Constraints (1):

• Range ≥ 250 (has: 42)

#7 - 2024 Mazda CX-90 PHEV

SUBOPTIMAL

$53,445

SUV

Plug-in Hybrid

26 mi range

56 MPGe•0-60: 5.8s•323 hp•7 seats•71.3 cu ft

100.9

Score

⚠️ Violated Constraints (1):

• Range ≥ 250 (has: 26)

#8 - 2024 Honda Accord Hybrid

SUBOPTIMAL

$32,520

Sedan

Hybrid

570 mi range

110 MPGe•0-60: 6.7s•204 hp•5 seats•16.7 cu ft

235.0

Score

⚠️ Violated Constraints (2):

• Body Type = SUV (has: Sedan)
• Fuel Type ≠ Hybrid (has: Hybrid)

#9 - 2024 Ford F-150 Lightning

SUBOPTIMAL

$62,995

Truck

Electric

320 mi range

78 MPGe•0-60: 4s•580 hp•5 seats•52.8 cu ft

103.3

Score

⚠️ Violated Constraints (2):

• Price ≤ 60000 (has: 62995)
• Body Type = SUV (has: Truck)

#10 - 2024 Rivian R1T Adventure

SUBOPTIMAL

$73,000

Truck

Electric

314 mi range

70 MPGe•0-60: 3.5s•533 hp•5 seats•54 cu ft

81.5

Score

⚠️ Violated Constraints (3):

• Price ≤ 60000 (has: 73000)
• Body Type = SUV (has: Truck)
• Luxury Brand = No (has: true)

#11 - 2024 Mercedes-Benz EQS 450+

SUBOPTIMAL

$107,350

Sedan

Electric

350 mi range

97 MPGe•0-60: 5.5s•329 hp•5 seats•22 cu ft

78.2

Score

⚠️ Violated Constraints (3):

• Price ≤ 60000 (has: 107350)
• Body Type = SUV (has: Sedan)
• Luxury Brand = No (has: true)

#12 - 2024 BMW X5 xDrive45e

SUBOPTIMAL

$68,650

SUV

Plug-in Hybrid

50 mi range

50 MPGe•0-60: 5.3s•389 hp•7 seats•72.3 cu ft

66.7

Score

⚠️ Violated Constraints (3):

• Price ≤ 60000 (has: 68650)
• Range ≥ 250 (has: 50)
• Luxury Brand = No (has: true)