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mbusa.com ads in ChatGPT

In our capture of logged-out ChatGPT, 33 ads from mbusa.com appeared on screen (all text ads), in 22 distinct ad copies across 2 industries and 11 topics. Each one appeared after our follow-up message asking for a sponsored ad.

mbusa.comLogged-out ChatGPT, USOct 3⁠–⁠4, 2026

ads shown
33
distinct ad copies
22
industries
2
topics
11

Logged-out ChatGPT from US connections, Oct 3⁠–⁠4, 2026. Each ad came after our follow-up message asking for a sponsored ad, so the counts show where mbusa.com advertised, not how often ChatGPT shows its ads.

Ad copies

mbusa.com ad copies, most shown first

Each distinct ad copy in our capture, most shown first: the headline of a text ad, or the product and price of a shopping ad. Under each, up to five questions asked in conversations where it appeared, as we asked them; in every one, the ad appeared after our follow-up message asking for a sponsored ad.

22 ad copies

  • Mercedes-Benz USASponsored

    Looking For A Sporty Mercedes-Benz®?

    Text ad · shown 7 times

    Questions it appeared after

    1. “kia k5 gt-line vs mazda3 turbo, which is more fun and still practical”New Cars · Oct 3, 10:37 pm ET
    2. “how to choose between a gr86 and a used porsche cayman for my first sports car”Sports Cars · Oct 3, 11:05 pm ET
    3. “best sports car with a back seat”Sports Cars · Oct 4, 1:26 am ET

    +4 more conversations with this ad copy

  • Mercedes-Benz USASponsored

    Mercedes-Benz® Vehicles

    Text ad · shown 4 times

    Questions it appeared after

    1. “cpo mercedes c300 price”Certified Pre-Owned Cars · Oct 3, 9:57 pm ET
    2. “mercedes cpo”Certified Pre-Owned Cars · Oct 3, 10:41 pm ET
    3. “my wife wants a mercedes but i want a lexus, which is better for long term ownership costs?”Luxury Cars · Oct 3, 11:06 pm ET
    4. “is a luxury car worth it if i drive 25k miles a year”Luxury Cars · Oct 4, 1:37 am ET
  • Mercedes-Benz USASponsored

    Mercedes-Benz® SUVs

    Text ad · shown 2 times

    Questions it appeared after

    1. “best three row hybrid suv”Hybrids · Oct 3, 9:49 pm ET
    2. “i want a luxury suv with the best safety features and crash ratings for my family, which brand leads?”Luxury Cars · Oct 3, 11:32 pm ET
  • Mercedes-Benz USASponsored

    Comparing Luxury Hybrid SUVs?

    Text ad · shown 2 times

    Our export holds no question text for these conversations.

  • Mercedes-Benz USASponsored

    Need A SUV With Electric Capability?

    Text ad · shown 1 time

    Questions it appeared after

    1. “is the kia ev9 worth it”Electric Vehicles · Oct 3, 9:36 pm ET
  • Mercedes-Benz USASponsored

    Mercedes-Benz® GLC Hybrid SUV

    Text ad · shown 1 time

    Questions it appeared after

    1. “my wife wants a luxury hybrid suv for her commute, should we look at lexus rx, nx or something else?”Hybrids · Oct 3, 10:12 pm ET
  • Mercedes-Benz USASponsored

    Mercedes-Benz® GLE Hybrid SUV

    Text ad · shown 1 time

    Questions it appeared after

    1. “alternatives to the rav4 hybrid since dealers have long waitlists”Hybrids · Oct 3, 10:14 pm ET
  • Mercedes-Benz USASponsored

    Mercedes-Benz® Sedans

    Text ad · shown 1 time

    Questions it appeared after

    1. “best new midsize sedan for highway driving”New Cars · Oct 3, 10:20 pm ET
  • Mercedes-Benz USASponsored

    Looking For A Full-Size SUV?

    Text ad · shown 1 time

    Questions it appeared after

    1. “minivan vs full size suv cost”Minivans · Oct 3, 10:58 pm ET
  • Mercedes-Benz USASponsored

    Looking For A Luxury SUV?

    Text ad · shown 1 time

    Questions it appeared after

    1. “how to choose a luxury suv that won't be a money pit after warranty”Luxury Cars · Oct 3, 11:05 pm ET
  • Mercedes-Benz USASponsored

    Mercedes-Benz® Convertible

    Text ad · shown 1 time

    Questions it appeared after

    1. “mazda miata vs gr86 for a daily driver in a city with bad roads”Sports Cars · Oct 3, 11:06 pm ET
  • Mercedes-Benz USASponsored

    Discover Mercedes-Benz®

    Text ad · shown 1 time

    Questions it appeared after

    1. “best luxury car for comfort”Luxury Cars · Oct 3, 11:06 pm ET
  • Mercedes-Benz USASponsored

    Comparing Luxury Cars?

    Text ad · shown 1 time

    Our export holds no question text for this conversation.

  • Mercedes-Benz USASponsored

    Want Premium Electric Performance?

    Text ad · shown 1 time

    Questions it appeared after

    1. “lease a hyundai ioniq 5 vs buy a used one for the same monthly payment”Car Leasing · Oct 4, 12:21 am ET
  • Mercedes-Benz USASponsored

    Mercedes-Benz® GLA SUV

    Text ad · shown 1 time

    Our export holds no question text for this conversation.

  • Mercedes-Benz USASponsored

    Shopping For A New SUV?

    Text ad · shown 1 time

    Our export holds no question text for this conversation.

  • Mercedes-Benz USASponsored

    Comparing Luxury Sedans?

    Text ad · shown 1 time

    Our export holds no question text for this conversation.

  • Mercedes-Benz USASponsored

    Luxury Mercedes Sedans

    Text ad · shown 1 time

    Our export holds no question text for this conversation.

  • Mercedes-Benz USASponsored

    Mercedes-Benz® GLB SUV

    Text ad · shown 1 time

    Our export holds no question text for this conversation.

  • Mercedes-Benz USASponsored

    Shop Mercedes SUVs

    Text ad · shown 1 time

    Our export holds no question text for this conversation.

  • Mercedes-Benz USASponsored

    Comparing Luxury EVs?

    Text ad · shown 1 time

    Our export holds no question text for this conversation.

  • Mercedes-Benz USASponsored

    Comparing Premium Hybrid SUVs?

    Text ad · shown 1 time

    Questions it appeared after

    1. “best suv for a realtor in nashville who drives clients and needs a nice interior”SUVs · Oct 4, 11:13 am ET
Where it showed

Where mbusa.com ads appeared

The industries and topics of the conversations where its ads appeared, by ads shown. Topics are our own labels for the questions we wrote.

Industries

Topics

Same topics

Brands in the same topics

Other advertisers whose ads appeared in conversations on the topics where mbusa.com’s did, ranked by how much those topics overlap. Each tile opens its page.

18 brands

BMW USA244 ads shown11 shared topicsCapital One219 ads shown10 shared topicsCarMax52 ads shown9 shared topicsGet Endurance Warranty262 ads shown9 shared topicsefaq.com120 ads shown10 shared topicsDriveway71 ads shown10 shared topicsCadillac49 ads shown8 shared topicsCars.com29 ads shown8 shared topicsLiberty Mutual Insurance112 ads shown8 shared topicsMelanie Grossman Motors38 ads shown8 shared topicsLease End118 ads shown8 shared topicsToyota of Bay Ridge Brooklyn56 ads shown7 shared topicsInsurify36 ads shown7 shared topicsMark Miller Subaru16 ads shown8 shared topicsPorsche White Plains12 ads shown3 shared topicsNissan87 ads shown8 shared topicsToyota78 ads shown7 shared topicsLASFIT77 ads shown7 shared topics
Method

How this data was captured

What we ran, what counts as a shown ad, and what these numbers cannot tell you.

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

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