penfed.org ads in ChatGPT
In our capture of logged-out ChatGPT, 214 ads from penfed.org appeared on screen (all text ads), in 4 distinct ad copies across 3 industries and 11 topics. Each one appeared after our follow-up message asking for a sponsored ad.
- ads shown
- 214
- distinct ad copies
- 4
- industries
- 3
- 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 penfed.org advertised, not how often ChatGPT shows its ads.
penfed.org 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.
4 ad copies
- Pentagon Federal Credit UnionSponsored
PenFed Home Loans
Text ad · shown 189 times
Questions it appeared after
- “I'm buying new construction from a builder offering incentives with their lender, should I use them or shop around”Mortgages · Oct 3, 10:58 pm ET
- “best refinance for removing pmi”Mortgage Refinancing · Oct 3, 10:58 pm ET
- “myfico vs experian premium for someone shopping for a mortgage in the next six months”Credit Monitoring & Credit Scores · Oct 3, 11:35 pm ET
- “how to pick a lender as a first time buyer”First-Time Homebuyer Loans · Oct 3, 11:36 pm ET
- “credit union vs big bank mortgage for a first time buyer in Washington”Credit Union vs Bank · Oct 3, 11:53 pm ET
+184 more conversations with this ad copy
- Pentagon Federal Credit UnionSponsored
PenFed HELOC
Text ad · shown 13 times
Questions it appeared after
- “how much equity do I need for a heloc”HELOCs & Home Equity Loans · Oct 4, 1:23 am ET
- “heloc requirements”HELOCs & Home Equity Loans · Oct 4, 1:36 am ET
- “I need money for a renovation in two weeks, which heloc lenders actually close that fast”HELOCs & Home Equity Loans · Oct 4, 3:04 am ET
- “can I get a heloc on a rental”HELOCs & Home Equity Loans · Oct 4, 3:36 am ET
+9 more conversations with this ad copy
- Pentagon Federal Credit UnionSponsored
PenFed Refi Options
Text ad · shown 11 times
Questions it appeared after
- “navy federal refinance vs usaa refinance for an active duty service member”Mortgage Refinancing · Oct 4, 5:48 am ET
+10 more conversations with this ad copy
- Pentagon Federal Credit UnionSponsored
PenFed Mortgage Refinancing
Text ad · shown 1 time
Our export holds no question text for this conversation.
Where penfed.org 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
Brands in the same topics
Other advertisers whose ads appeared in conversations on the topics where penfed.org’s did, ranked by how much those topics overlap. Each tile opens its page.
18 brands
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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All 20 industries, the most shown topics and the guides, one link each.
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