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Monroe Engineering ads in ChatGPT

In our capture of logged-out ChatGPT, 18 ads from Monroe Engineering appeared on screen (all text ads), in 3 distinct ad copies across 6 industries and 11 topics. Each one appeared after our follow-up message asking for a sponsored ad.

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

ads shown
18
distinct ad copies
3
industries
6
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 Monroe Engineering advertised, not how often ChatGPT shows its ads.

Ad copies

Monroe Engineering 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.

3 ad copies

  • Monroe Engineering LLCSponsored

    Piano Hinges | Continuous Hinges

    Text ad · shown 8 times

    Questions it appeared after

    1. “how to anchor garage cabinets to studs”Tool Storage · Oct 3, 9:30 pm ET
    2. “is it cheaper to build your own garage cabinets or buy a kit from husky or newage”Tool Storage · Oct 3, 10:38 pm ET
    3. “the lift top on my coffee table slams down hard now, can I replace the hinges or springs”Coffee Tables · Oct 4, 1:48 am ET

    +5 more conversations with this ad copy

  • Monroe Engineering LLCSponsored

    Plastic Hinges | Detent Position Hinges

    Text ad · shown 7 times

    Questions it appeared after

    1. “tube band handle clip keeps coming off”Resistance Bands · Oct 3, 9:51 pm ET
    2. “my gate drags on the ground and won't latch, how do i fix it without replacing it”Fencing · Oct 4, 12:48 am ET

    +5 more conversations with this ad copy

  • Monroe Engineering LLCSponsored

    Shop Heavy Duty Adjustable Handles

    Text ad · shown 3 times

    Questions it appeared after

    1. “rolling tool chest drawers sticking”Tool Storage · Oct 3, 10:51 pm ET

    +2 more conversations with this ad copy

Where it showed

Where Monroe Engineering 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 Monroe Engineering’s did, ranked by how much those topics overlap. Each tile opens its page.

18 brands

temu.com2,744 ads shown10 shared topicsWayfair770 ads shown7 shared topicsHome Depot409 ads shown6 shared topicsDK Hardware327 ads shown7 shared topicstop5best.com535 ads shown7 shared topicsAngi1,004 ads shown5 shared topicsRing216 ads shown3 shared topicsThumbtack888 ads shown5 shared topicsChewy632 ads shown2 shared topicsSupplyHouse.com414 ads shown3 shared topicsCredible335 ads shown4 shared topicsRogue Fitness291 ads shown3 shared topicsPottery Barn183 ads shown4 shared topicsLowe's179 ads shown2 shared topicsEtsy145 ads shown5 shared topicsTaskrabbit130 ads shown5 shared topicsPERGOLUX80 ads shown4 shared topicspetocart.com62 ads shown2 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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