does the Ford F-150 Lightning really power a house with the right charger setup
SoCal Ford DealersAd
Best Full-Size Truck of 2026
See why the F-150 leads all full-size trucks.
ChatGPT ads library
Automotive ads in ChatGPT
16 advertisers · first seen February 12, 2026
42documented ads39with published copy35with the promptSeptember 6, 2026last seen
ChatGPT ads documented in automotive
42 ads from 16 advertisers, each linked to the source that documented it.
which technologies help manage vehicle speed in urban environments
KonexialAd
Stop Accidents Before They Happen
Identify risky driving behaviors and coach drivers faster before accidents occur with Konexial.
what are the best cars for tall drivers over 6 foot 4 with good headroom and legroom space
Florida Fine CarsAd
2022 LEXUS IS
2022 Lexus IS 300: Performance & luxury sedan.
what is the best time of year to buy a car to get the biggest discount from dealerships
AutotraderAd
New 2026 Models Near You
See The Latest Car Models Available Near You.
Prompt not published by the source
Car and DriverAd
Best Trucks Ranked
What are the best self-driving cars in 2026?
VolkswagenSponsored
The 2026 VW® Atlas SUV
Built with plenty of space for 7 people.
Prompt not published by the source
AutotraderSponsored
Best Cars Under $50,000
Autotrader Helps You Find The Best Value For Your Money.
How can I replace a car battery?
Advance Auto PartsSponsoredReplace Your Own Car Battery
Search Your Vehicle. Get The Right Part. Easy Job.
How can I replace a flat tire?
EnterpriseSponsoredCar in repair? Rent one
Rental cars when your car is unavailable.
Would you take a $75000 work from home job or $110,000 in- office job?
Car and DriverSponsoredBest Daily Commuter?
Daily drives that fit your commute
How can I replace a car battery?
Chevrolet Certified ServiceSponsored
Chevrolet Battery Service
Trust the Certified Service Experts for Battery Service
Is it better to lease or buy a car?
AutotraderSponsoredNew Car Deals Near You
Find New Car Inventory At Dealers Near You.
Is it better to lease or buy a car?
AutotraderSponsoredCar Buying Online
Research And Compare Cars From Home Easily.
What is the significance of the theory of gravity?
Lucid MotorsSponsoredAll-Electric Lucid Gravity SUV
Lucid Gravity sets a new standard for luxury electric SUVs.
How can I replace a broken headlight?
Advance Auto PartsSponsoredAuto Parts Store
Shop by Year, Make & Model Today.
How can I replace a broken headlight?
Advance Auto PartsSponsoredCar Lighting
Shop & Save Up To 20% Sitewide Online.
How can I replace a broken headlight?
Advance Auto PartsSponsoredCar Lighting
Lighting Products Made To Last.
How can I replace a broken headlight?
GMC Certified ServiceSponsored
GMC Certified Service
Trust Certified Service Experts with Your Vehicle Repairs
How can I replace a broken headlight?
Advance Auto PartsSponsoredAdvance Auto Parts
Shop & Save Up To 20% Sitewide Online.
How can I replace a flat tire?
GMC Certified ServiceSponsored
New GMC Tires
Find New Tires Near You That Fit Your GMC
Is it better to lease or buy a car?
Kelley Blue BookSponsoredWhat Should You Pay For A Car?
KBB.com Explains The Numbers To Help You Get A Fair Deal.
Is it better to lease or buy a car?
Kelley Blue BookSponsoredCar Value Estimator | KBB.com
Kelley Blue Book Provides Free, Instant Car Value Estimates.
How can I replace a flat tire?
Chevrolet Certified ServiceSponsored
Chevrolet Certified Service
Trust Certified Service Experts with Your Vehicle Service
My car won't start; what should I try?
Advance Auto PartsSponsoredQuality Car Starters
Shop & Save Up To 20% Sitewide Online.
How can I replace a car battery?
Advance Auto PartsSponsoredCarquest Auto Parts
Shop by Year, Make & Model Today.
How can I replace a flat tire?
Advance Auto PartsSponsoredAuto Parts Near Me
Shop & Save Up To 20% Sitewide Online.
Prompt not published by the source
FordSponsored
Ford - New Vehicle Lineup
See All New SUVs, Crossovers & Trucks. Explore our Lineup.
Prompt not published by the source
FordSponsored
Ford Certified Pre-Owned
Used Car Buying That's Built For You. Warrantied Cars.
How can I replace a car battery?
GMC Certified ServiceSponsored
GMC Certified Service
Trust Certified Service Experts with Your Vehicle Service
How can I replace a car battery?
Advance Auto PartsSponsoredAuto Parts Near Me
Visit Your Local Advance Auto Parts Store Today.
My car won't start; what should I try?
Advance Auto PartsSponsoredDieHard Car Batteries
Find the Right Battery for You.
My car won't start; what should I try?
Cadillac Certified ServiceSponsored
Cadillac Battery Service
Trust the Certified Service Experts for Battery Service
How can I replace a broken headlight?
Chevrolet Certified ServiceSponsored
Chevrolet Certified Service
Trust Certified Service Experts with Your Vehicle Repairs
My car won't start; what should I try?
Advance Auto PartsSponsoredBattery Chargers
Shop Chargers & Jumper Cables.
How can I replace a car battery?
GMC Certified ServiceSponsored
GMC Battery Service
Trust the Certified Service Experts for Battery Service
My car won't start; what should I try?
Advance Auto PartsSponsoredAutomotive Batteries
Free Battery Testing & Installation With Most Purchases.
My car won't start; what should I try?
Advance Auto PartsSponsoredQuality Car Starters
Shop Our Wide Selection of Starters.
How can I replace a car battery?
Buick Certified ServiceSponsored
Buick Battery Service
Trust the Certified Service Experts for Battery Service
How can I replace a car battery?
Buick Certified ServiceSponsored
Buick Certified Service
Trust Certified Service Experts with Your Vehicle Service
Sightings without published copy
Prompt not published by the source
Advance Auto PartsSponsored
Copy not published. Fourth most frequent advertiser in the arXiv study, 92 sessions.
Prompt not published by the source
FordSponsored
Copy not published. Among the first advertisers Tom’s Guide spotted in the wild in the launch week.
Prompt not published by the source
MazdaSponsored
Copy not published. Among the first advertisers Tom’s Guide spotted in the wild in the launch week.
Who advertises in ChatGPT in automotive
Most documented first. Each page carries every ad, the prompts that triggered them and the sources.
- Advance Auto Parts14 ads
- Autotrader4 ads
- GMC Certified Service4 ads
- Chevrolet Certified Service3 ads
- Ford3 ads
- Buick Certified Service2 ads
- Car and Driver2 ads
- Kelley Blue Book2 ads
- Cadillac Certified Service1 ad
- Enterprise1 ad
- Florida Fine Cars1 ad
- Konexial1 ad
- Lucid Motors1 ad
- Mazda1 ad
- SoCal Ford Dealers1 ad
- Volkswagen1 ad
Prompts that triggered ads in automotive
The prompt is the targeting. These are the conversations the sources recorded next to an ad.
| Prompt | Advertiser | Format | Seen |
|---|---|---|---|
| does the Ford F-150 Lightning really power a house with the right charger setup | SoCal Ford Dealers | Single text ad | Sep 2026 |
| which technologies help manage vehicle speed in urban environments | Konexial | Single text ad | Sep 2026 |
| what are the best cars for tall drivers over 6 foot 4 with good headroom and legroom space | Florida Fine Cars | Product feed, single | Sep 2026 |
| what is the best time of year to buy a car to get the biggest discount from dealerships | Autotrader | Single text ad | Sep 2026 |
| What are the best self-driving cars in 2026? | Volkswagen | Single text ad | May 15, 2026 |
| How can I replace a car battery? | Advance Auto Parts | Single text ad | Apr 1, 2026 |
| How can I replace a flat tire? | Enterprise | Single text ad | Mar 27, 2026 |
| Would you take a $75000 work from home job or $110,000 in- office job? | Car and Driver | Single text ad | Mar 26, 2026 |
| How can I replace a car battery? | Chevrolet Certified Service | Single text ad | Mar 26, 2026 |
| Is it better to lease or buy a car? | Autotrader | Double text ads, same domain | Mar 25, 2026 |
| Is it better to lease or buy a car? | Autotrader | Double text ads, same domain | Mar 25, 2026 |
| What is the significance of the theory of gravity? | Lucid Motors | Single text ad | Mar 25, 2026 |
| How can I replace a broken headlight? | Advance Auto Parts | Double text ads, same domain | Mar 24, 2026 |
| How can I replace a broken headlight? | Advance Auto Parts | Single text ad | Mar 22, 2026 |
| How can I replace a broken headlight? | Advance Auto Parts | Single text ad | Mar 22, 2026 |
| How can I replace a broken headlight? | GMC Certified Service | Single text ad | Mar 22, 2026 |
| How can I replace a broken headlight? | Advance Auto Parts | Double text ads, same domain | Mar 22, 2026 |
| How can I replace a flat tire? | GMC Certified Service | Single text ad | Mar 22, 2026 |
| Is it better to lease or buy a car? | Kelley Blue Book | Double text ads, same domain | Mar 21, 2026 |
| Is it better to lease or buy a car? | Kelley Blue Book | Double text ads, same domain | Mar 21, 2026 |
| How can I replace a flat tire? | Chevrolet Certified Service | Single text ad | Mar 19, 2026 |
| My car won't start; what should I try? | Advance Auto Parts | Single text ad | Mar 19, 2026 |
| How can I replace a car battery? | Advance Auto Parts | Double text ads, same domain | Mar 18, 2026 |
| How can I replace a flat tire? | Advance Auto Parts | Single text ad | Mar 17, 2026 |
| How can I replace a car battery? | GMC Certified Service | Double text ads, same domain | Mar 16, 2026 |
| How can I replace a car battery? | Advance Auto Parts | Single text ad | Mar 15, 2026 |
| My car won't start; what should I try? | Advance Auto Parts | Double text ads, same domain | Mar 14, 2026 |
| My car won't start; what should I try? | Cadillac Certified Service | Single text ad | Mar 14, 2026 |
| How can I replace a broken headlight? | Chevrolet Certified Service | Single text ad | Mar 13, 2026 |
| My car won't start; what should I try? | Advance Auto Parts | Single text ad | Mar 13, 2026 |
| How can I replace a car battery? | GMC Certified Service | Single text ad | Mar 13, 2026 |
| My car won't start; what should I try? | Advance Auto Parts | Single text ad | Mar 11, 2026 |
| My car won't start; what should I try? | Advance Auto Parts | Single text ad | Mar 11, 2026 |
| How can I replace a car battery? | Buick Certified Service | Single text ad | Mar 11, 2026 |
| How can I replace a car battery? | Buick Certified Service | Double text ads, same domain | Mar 11, 2026 |
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