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Harvest ads in ChatGPT

In our capture of logged-out ChatGPT, 32 ads from Harvest appeared on screen (all text ads), in 4 distinct ad copies across 4 industries and 17 topics. Each one appeared after our follow-up message asking for a sponsored ad.

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

ads shown
32
distinct ad copies
4
industries
4
topics
17

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 Harvest advertised, not how often ChatGPT shows its ads.

Ad copies

Harvest 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

  • HarvestSponsored

    Invoices online tool

    Text ad · shown 18 times

    Questions it appeared after

    1. “best invoice software for graphic designers”Invoicing Software · Oct 3, 11:04 pm ET
    2. “how much is sage 50 per year”Accounting Software · Oct 3, 11:34 pm ET
    3. “how much does quickbooks online cost after the intro discount ends”Accounting Software · Oct 4, 12:28 am ET
    4. “I'm a Texas handyman and someone told me some of my services are taxable, how do I find out and set up collection?”Sales Tax Compliance · Oct 4, 11:17 am ET
    5. “is stripe tax worth it”Sales Tax Software · Oct 4, 11:20 am ET

    +13 more conversations with this ad copy

  • HarvestSponsored

    Turn hours into profit

    Text ad · shown 9 times

    Questions it appeared after

    1. “everlance vs mileiq for someone who drives for doordash and needs automatic trip detection”Expense Tracking · Oct 3, 11:05 pm ET
    2. “best expense tracker for a side hustle”Expense Tracking · Oct 3, 11:25 pm ET
    3. “I bill three retainer clients every month as a consultant and want invoices to go out automatically, what tool would you recommend?”Invoicing Software · Oct 3, 11:27 pm ET
    4. “is harvest worth it for a freelancer or is a free tool good enough”Time Tracking · Oct 3, 11:30 pm ET
    5. “what time tracking setup do we need to bill clients accurately and see project profitability”Time Tracking · Oct 3, 11:41 pm ET

    +4 more conversations with this ad copy

  • HarvestSponsored

    Turn time into invoices

    Text ad · shown 4 times

    Questions it appeared after

    1. “pandadoc vs proposify price for a team of 10”CPQ & Quoting · Oct 4, 12:17 am ET

    +3 more conversations with this ad copy

  • HarvestSponsored

    See project profitability

    Text ad · shown 1 time

    Our export holds no question text for this conversation.

Where it showed

Where Harvest 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

and 5 more topics, 5 ads in all

Same topics

Brands in the same topics

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

18 brands

Jotform3,005 ads shown14 shared topicsIntuit Quickbooks644 ads shown14 shared topicsGetApp871 ads shown11 shared topicsBigTime Software72 ads shown9 shared topicsJobber63 ads shown8 shared topicsNovo61 ads shown9 shared topicsQuicken347 ads shown6 shared topicsDatarails137 ads shown7 shared topicsMonday.com234 ads shown7 shared topicsSynder59 ads shown7 shared topicsTipalti41 ads shown7 shared topicsDeel106 ads shown5 shared topicsRelay119 ads shown8 shared topicsCorpay16 ads shown4 shared topicsRocket Money594 ads shown4 shared topicsSoFi845 ads shown5 shared topicsIronclad586 ads shown5 shared topicsStripe58 ads shown4 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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