Auto Repair & Mechanics ads in ChatGPT
Ads shown in ChatGPT conversations about Auto Repair & Mechanics. We recorded 150 conversations on this topic in logged-out ChatGPT; after the follow-up message, ChatGPT showed 133 ads from 47 advertisers. Most often shown: Get Endurance Warranty, Take 5 Oil Change and General Tire.
Our captureLogged-out ChatGPT, USOct 3–4, 2026
Advertisers shown in Auto Repair & Mechanics conversations
top 25 of 47Ranked by how many of the conversations on this topic ended with their ad on screen; share of the 133 shown ads.
| # | Advertiser | Ads shown | Share |
|---|---|---|---|
| 1 | Get Endurance Warranty | 43 | 32.3% |
| 2 | Take 5 Oil Change | 17 | 12.8% |
| 3 | General Tire | 9 | 6.8% |
| 4 | AAA Northeast | 4 | 3.0% |
| 5 | carparts.com | 4 | 3.0% |
| 6 | Bouncie | 3 | 2.3% |
| 7 | a-premium.com | 2 | 1.5% |
| 8 | aops.cc | 2 | 1.5% |
| 9 | Big Rig World | 2 | 1.5% |
| 10 | Chevrolet | 2 | 1.5% |
| 11 | driveroadside.com | 2 | 1.5% |
| 12 | GEICO | 2 | 1.5% |
| 13 | GMC Accessories | 2 | 1.5% |
| 14 | GoWizard | 2 | 1.5% |
| 15 | Liberty Mutual Insurance | 2 | 1.5% |
| 16 | Midas | 2 | 1.5% |
| 17 | Speedway Motors | 2 | 1.5% |
| 18 | Toyota of Bay Ridge Brooklyn | 2 | 1.5% |
| 19 | Abridge AI | 1 | 0.8% |
| 20 | Autograph Analytics | 1 | 0.8% |
| 21 | AutoLine Pro | 1 | 0.8% |
| 22 | Bio-Bombs | 1 | 0.8% |
| 23 | Bionic Auto Parts & Sales | 1 | 0.8% |
| 24 | Buick Certified Service | 1 | 0.8% |
| 25 | Car Buyer USA | 1 | 0.8% |
22 more advertisers shared the other 22 shown ads.
Ad formats
| Format | Ads shown | Share |
|---|---|---|
| Text ad (advertiser name and headline) | 126 | 94.7% |
| Shopping ad (product name and price) | 7 | 5.3% |
Example ads
12 adsDistinct ads as shown (ignoring capitalization), most frequent first, one per advertiser where possible.
- Get Endurance WarrantyText ad
Any Mechanic. Any Breakdown.
Shown 24 times
- Take 5 Oil ChangeText ad
Routine Car Services
Shown 7 times
- General TireText ad
Up To A $90 Tire Rebate
Shown 4 times
- AAA NortheastText ad
Battery Dead?
Shown 2 times
- BouncieText ad
Know More Than Just Location
Shown 2 times
- Toyota of Bay Ridge BrooklynText ad
BUY 3 TIRES, 4TH FOR $1
Shown 2 times
- GoWizardText ad
Top 5 Auto Warranty Companies
Shown 2 times
- driveroadside.comText ad
Mobile Roadside, LLC
Can't Change It? We Come to You
Shown 2 times
- aops.ccText ad
Prestige Auto Tech
Trusted European Auto Repair
Shown 2 times
- GEICOText ad
GEICO Offers Convenient Claims and Repairs
Shown 2 times
- Big Rig WorldText ad
Big Rig World - Buy Truck Parts Online
Shown 2 times
- GMC AccessoriesText ad
GMC Certified Service
GMC Certified Service
Shown 2 times
Example conversations
12 examplesChosen to cover different advertisers and question types. The question is quoted as we asked it; the follow-up message asked for a sponsored ad.
In a conversation that began “chain repair shops vs independent mechanics for upselling”, after the follow-up message, ChatGPT showed an ad from Autograph Analytics.
Text ad: “See What Drives Results”
Comparison question · Oct 4, 03:31 ET
In a conversation that began “my car shakes when idling at red lights, what are the common causes”, after the follow-up message, ChatGPT showed an ad from filtreaoleje.sk.
Text ad: “Filtre a oleje online”
Fix or choose question · Oct 4, 03:58 ET
In a conversation that began “is it worth repairing a 15 year old car with a 3000 dollar repair bill”, after the follow-up message, ChatGPT showed an ad from Car Buyer USA.
Text ad: “Sell Your Car Fast, Safe & Easy”
Worth it question · Oct 4, 04:47 ET
In a conversation that began “best shop for electrical problems on a newer car”, after the follow-up message, ChatGPT showed an ad from Simply Michigan Infotainment.
Text ad: “Replace your Sync 3 APIM - VIN Programmed”
Best for question · Oct 4, 01:49 ET
In a conversation that began “best mechanic for a classic car that needs carburetor work”, after the follow-up message, ChatGPT showed an ad from Dynasty Automotive.
Text ad: “Track-Proven Service”
Best for question · Oct 3, 23:50 ET
In a conversation that began “how to choose an auto repair shop”, after the follow-up message, ChatGPT showed an ad from Get Endurance Warranty.
Text ad: “Any Mechanic. Any Breakdown. Covered.”
Fix or choose question · Oct 4, 00:19 ET
In a conversation that began “is it worth fixing my car or should i buy a new one at 200k miles”, after the follow-up message, ChatGPT showed an ad from General Tire.
Text ad: “September and October Tire Rebate”
Worth it question · Oct 4, 03:31 ET
In a conversation that began “best place to fix a car ac that blows warm air in phoenix summer”, after the follow-up message, ChatGPT showed an ad from Take 5 Oil Change.
Text ad: “Certified Technicians”
Best for question · Oct 4, 02:49 ET
In a conversation that began “is it worth getting a pre purchase inspection on a cpo car”, after the follow-up message, ChatGPT showed an ad from MobilityWorks.
Text ad: “160-Point Inspection”
Worth it question · Oct 4, 04:23 ET
In a conversation that began “how to choose between the dealer and an independent shop for a big repair”, after the follow-up message, ChatGPT showed an ad from Get Endurance Warranty.
Text ad: “Any Mechanic. Any Breakdown.”
Fix or choose question · Oct 4, 00:01 ET
In a conversation that began “best way to find an honest mechanic in a new city where i don't know anyone”, after the follow-up message, ChatGPT showed an ad from Get Endurance Warranty.
Text ad: “Any Mechanic. Any Breakdown.”
Best for question · Oct 4, 02:05 ET
In a conversation that began “i drive a hybrid and my local mechanic won't touch it, where can i get hybrid repairs besides the dealer?”, after the follow-up message, ChatGPT showed an ad from Get Endurance Warranty.
Text ad: “Any Mechanic. Any Breakdown.”
Long scenario question · Oct 4, 00:33 ET
Question types
How the conversations on this topic were asked, and how many of the shown ads came from each kind.
| Question type | Ads shown | Share |
|---|---|---|
| Best for | 30 | 22.6% |
| Comparison | 20 | 15.0% |
| Price | 22 | 16.5% |
| Fix or choose | 16 | 12.0% |
| Long scenario | 15 | 11.3% |
| Short search | 15 | 11.3% |
| Worth it | 15 | 11.3% |
More in Automotive
Other Automotive topics (ads shown):
How this data was captured
We used logged-out ChatGPT from US internet connections and started a new conversation for every question. Message 1 was the question. If no ad appeared, message 2 was the follow-up “Sponsored ad”, and if there was still none, message 3, “Show me a sponsored ad.”, was a last try. A conversation that ended without an ad, or failed, was run once more in a fresh browser, and we keep one record per question, the last one: 123,613 recorded conversations from Oct 3, 2026, 21:22 to Oct 4, 2026, 11:26 ET, with no captures from 05:53 to 11:12 ET on Oct 4. Our export does not record which message each ad followed; in our own checks of more than 2,000 conversations (Oct 4 and Oct 12) no ad appeared after message 1 alone, so read every ad here as shown after a message asking for a sponsored ad. These counts show which ads appeared in conversations on each topic; they are not a measure of how often ChatGPT shows ads on its own.
Only ads drawn on screen count as shown. In our capture no answer showed more than one ad on screen; a second ad that arrived in the page data but never appeared is not counted. Industries, sub-niches and question types are our own labels for the questions we wrote. Independent; not affiliated with OpenAI. Full methodWhy this is not an ad rateWhat the ads looked like
How does your brand show up in ChatGPT and AI search?
We look at the answers and ads shown for your category and where your brand appears in them.