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Can AI get you a better car deal? A AI and my review of the Toyota Tacoma TRD PRO

Can AI get you a better car deal? A AI and my review of the Toyota Tacoma TRD PRO

The Car Doctor Podcast Oct 12, 2025 56 min
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About this episode

Exploring the intersection of artificial intelligence and car buying, John Paul, The Car Doctor, chats with Ray Shefska, co-founder of Car Edge, about how AI can help consumers negotiate better deals on vehicles. They discuss the current state of the automotive market, the impact of year-end sales incentives, and how AI can simplify the buying process by eliminating emotional factors and focusing on the best price. Additionally, John reviews the Toyota Tacoma TRD Pro, highlighting its off-road capabilities, hybrid engine, and advanced safety features, while debating its pricing and overall value.

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Technical Too Afraid to Ask
Term

EVs

"...there was a little bit of a rush to buy EVs. But what are you seeing as the year starts to wind down?"

EVs stand for electric vehicles. These cars run on electricity instead of gas, which can be better for the environment and cheaper to drive.

Term

federal tax incentives

"...because we no longer have the federal tax incentives. But the most amazing thing is happening..."

Federal tax incentives are discounts or credits from the government that help lower the price of electric cars. They make it cheaper for people to buy these vehicles.

Concept

out the door price

"...the AI agent will stay focused on an out the door price and will stay focused on having the dealership..."

The out the door price is how much you will actually pay to buy a car. It includes everything like taxes and fees, so you know the total amount upfront.

Term

floor plan

"Well, every dealership operates where they don't actually pay cash for their new car inventory. It is what is known as floor plan. So basically the dealership has a line of credit..."

Floor plan is a way for car dealerships to buy cars without paying for them immediately. They borrow money from a bank to buy the cars and pay interest on that loan until they sell the cars.

Term

additional dealer markup

"...market adjusted prices or additional dealer markup or whatever the term is for the little thing that's next to the window sticker..."

Additional dealer markup is when a dealership adds extra money to the price of a car beyond what the manufacturer suggests, often because the car is very popular.

Term

market adjusted prices

"...we're still seeing it in popular models, you know, market adjusted prices or additional dealer markup or whatever the term is for the little thing that's next to the window sticker..."

Market adjusted prices are when car dealerships charge more than the price suggested by the manufacturer because they think they can get away with it, especially if the car is popular or hard to find.

Term

MSRP

"So additional dealer markups, additional dealer profit, you might see it at some Toyota stores or some Lexus stores on really sought after vehicles that are in short supply."

MSRP means the price that the car maker suggests you should pay for a car. Dealerships can sell it for more or less than this price.

Term

negotiation

"...then we can continue to negotiate the price based on what we have seen in that market area. Can you click on more than one dealership and play them against each other?"

Negotiation is when you talk to the car dealer to agree on a price for the car. You might ask for a lower price or better terms until both sides are happy.

Car

Porsche 959

"...Doctor program. You're listening on award-winning 959 WATD. We'll be right back. seats that look like t..."

The Porsche 959 is a really special sports car that was made in the 1980s and is famous for being very fast and high-tech for its time. People talk about it because it's rare and considered one of the best cars ever made.

Car

Toyota Tacoma

"...that is the Toyota Tacoma TRD, so Toyota Racing Division Pro. And so, while we were on a break, I said to an AI, write a review about the Toyota Tacoma TRD Pro."

The Toyota Tacoma TRD Pro is a tough truck made for off-road driving. It has special features that help it handle rough terrain, making it a great choice for outdoor adventures.

Term

LED lights

"...including a full array of LED lights, a light bar for at least four auxiliary light systems in it. It has a 120 volt outlet in the bed, pretty much 62,000."

LED lights are a type of light that uses less energy and lasts longer than regular light bulbs. They're often used in cars to make them brighter and more efficient.

Term

Fox shocks

"This also has some of the craziest off-road features. Fox shocks with the separate hydraulic reservoirs."

Fox shocks are special parts in a vehicle's suspension that help it handle bumps and rough roads better. They're often used in trucks and off-road vehicles to improve performance.

Part

hood scoop

"It has a functional hood scoop for better airflow."

A hood scoop is a feature on some cars that lets air in through the hood. This helps the engine get more air, which can make it run better.

Term

hybrid engine

"it actually uses a four-cylinder hybrid engine."

A hybrid engine is a type of engine that uses both gas and electricity to run. This helps save fuel and is better for the environment.

Term

turbocharged

"It's a turbocharged four-cylinder paired with a 48 volt electric motor."

Turbocharged means that the engine has a special device that helps it get more air, which makes it more powerful without needing to be bigger.

Term

horsepower

"It makes 325 horsepower, I think, and something like 400 and changed."

Horsepower is a way to measure how powerful an engine is. More horsepower usually means the car can go faster.

Term

torque

"450 pound-feet of torque. That torque in the 48 volt electric motor is what..."

Torque is how strong an engine is when it starts moving something. More torque means better acceleration and the ability to pull heavier loads.

Term

0 to 60 time

"From what I have read online, you know, 0 to 60 in about 7.5 seconds, you know, 20 years ago that was fast today."

0 to 60 time tells you how fast a car can go from a stop to 60 miles per hour. It's a way to see how quick a car is.

Term

V6

"...but it's quicker than the V6 that it replaced."

A V6 engine has six cylinders that help it run. It's a common type of engine that gives a good mix of power and fuel efficiency.

Term

towing capacity

"This thing actually tows 6,400 pounds. So, again, that electric motor, I think,"

Towing capacity is how much weight a vehicle can pull behind it, like a trailer or boat. This vehicle can pull up to 6,400 pounds, which is quite a lot for a smaller engine.

Term

off-road vehicle

"Again, this is an off-road vehicle. I don't drive off-road, you know, I guess I live on a dirt road,"

An off-road vehicle is built to drive on rough surfaces, like dirt or rocks, instead of just smooth roads. They usually have special features to help them handle tough conditions.

Part

remote reservoirs

"But this thing has real serious shocks with remote reservoirs. You look at them, they just stand out."

Remote reservoirs are extra containers for shock absorber fluid that help keep the shocks working better, especially when driving on rough surfaces. They help the shocks stay cool and perform well.

Term

adaptive cruise control

"It has a Toyota Safety Sense System, adaptive cruise control, lane keeping assist and automatic emergency braking, blindspot monitoring."

Adaptive cruise control is a feature that helps your car keep a safe distance from the car in front of you while driving on the highway. It can speed up or slow down automatically based on traffic.

Term

lane keeping assist

"It has a Toyota Safety Sense System, adaptive cruise control, lane keeping assist and automatic emergency braking, blindspot monitoring."

Lane keeping assist is a technology that helps keep your car in the middle of the lane while driving. If you start to drift out of your lane, it can gently steer you back.

Term

automatic emergency braking

"It has a Toyota Safety Sense System, adaptive cruise control, lane keeping assist and automatic emergency braking, blindspot monitoring."

Automatic emergency braking is a feature that can stop your car if it senses that a crash is about to happen. It helps prevent accidents by applying the brakes on its own.

Term

Toyota Safety Sense System

"It has a Toyota Safety Sense System, adaptive cruise control, lane keeping assist and automatic emergency braking, blindspot monitoring."

Toyota Safety Sense is a group of safety features in Toyota cars that help keep drivers safe. It can help with things like staying in your lane and stopping the car if it senses a crash is about to happen.

Term

blindspot monitoring

"It has a Toyota Safety Sense System, adaptive cruise control, lane keeping assist and automatic emergency braking, blindspot monitoring."

Blindspot monitoring is a system that helps you see cars that are in areas you can't see in your mirrors. It warns you if there's a car in your blind spot when you're trying to change lanes.

Term

front and rear cameras

"It's got both front and rear cameras, which is nice."

Front and rear cameras are cameras on the front and back of the car that help drivers see what’s around them when parking or reversing. They make it easier to avoid hitting things.

Term

off-roading

"Again, if you're looking for some serious off-roading,"

Off-roading means driving on rough surfaces like dirt or rocks instead of smooth roads. Some cars are built to handle these tough conditions better than others.

Term

48-volt electric motor

"...you just take off with the 48-volt electric motor and then it switches over to the gasoline engine. Works out good."

A 48-volt electric motor helps the car's regular engine run better and saves fuel. It gives extra power when needed, like when starting from a stop.

Car

Toyota Tundra

"...d long-term durability. I know somebody who has a Tundra. It's 10 years old."

The Toyota Tundra is a big truck that people use for work or to carry heavy things. It's known for lasting a long time without breaking down, which is why many people trust it.

Car

Tesla Model

"...ays they're interested in an electric car and the Tesla Model 3, they look good, but somehow they just don't li..."
Car

Tesla Model 3

"...ey're interested in an electric car and the Tesla Model 3, they look good, but somehow they just don't like..."

The Tesla Model 3 is a car that runs on electricity instead of gas, which is better for the environment. It's popular because it looks nice and can go a long way on a single charge.

Term

warranty

"The good news is it's still under warranty so they're going to put a brand new battery in it."

A warranty is like a promise from the car company that they will fix certain problems for free if they happen within a specific time.

Term

electric car

"...but when it comes to an electric car, I think leasing makes the most amount of sense..."

An electric car runs on electricity instead of gas. It uses batteries to power the motor and doesn't produce exhaust fumes.

Term

leasing

"...So leasing is probably the thing I would do rather than buy an EV outright..."

Leasing is like renting a car for a few years. You make monthly payments to use the car, but you don't own it. After the lease ends, you give the car back.

Car

Hyundai Ionic

"...c car or lease an electric car, I would lease the Hyundai Ionic. I think it's a great electric car."

The Hyundai Ioniq 5 is a new electric car that looks really modern and has a lot of space inside. It's a good choice for people who want to drive an eco-friendly car that can charge quickly.

Car

Nissan Maxima

"...something cute. They said, my beloved 1997 Nissan Maxima GLE recently succumbed to rust and had to be perm..."

The Nissan Maxima is a big car that feels sporty and fun to drive, even though it has four doors. It's popular because it combines comfort with a bit of excitement.

Car

Toyota Crown

"... Mad Max. I found I really enjoyed the new Toyota Crown. What do you think of the car?"

The Toyota Crown is a fancy car that people enjoy driving because it's comfortable and has nice features. It's been around for a long time and has recently been updated to look and feel more modern.

8 cars featured

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