Fashion, Apparel & Footwear

Clothing Subscription Boxes ads in ChatGPT

Ads shown in ChatGPT conversations about Clothing Subscription Boxes. We recorded 149 conversations on this topic in logged-out ChatGPT; after the follow-up message, ChatGPT showed 148 ads from 53 advertisers. Most often shown: Guest In Residence, frankandeileen.com and Quince.

Our captureLogged-out ChatGPT, USOct 3⁠–⁠4, 2026

149
conversations recorded
148
ads shown
53
advertisers
18%
shopping ads

Advertisers shown in Clothing Subscription Boxes conversations

top 25 of 53

Ranked by how many of the conversations on this topic ended with their ad on screen; share of the 148 shown ads.

#AdvertiserWebsiteAds shownShare
1Guest In Residenceguestinresidence.com149.5%
2frankandeileen.comfrankandeileen.com128.1%
3Quincequince.com106.8%
4Dress To Clothing - Boutique LTDAdressto.com74.7%
589thandmadison.com89thandmadison.com64.1%
6Jordan Craigjordancraig.com64.1%
7Aeropostaleaeropostale.com53.4%
8KHAS STORESkhasstores.us53.4%
9Luluslulus.com53.4%
10nuuly.comnuuly.com53.4%
11Saks Fifth Avenuesaksfifthavenue.com53.4%
12Neiman Marcusneimanmarcus.com42.7%
13Rocket Moneyrocketmoney.com42.7%
14Charlie and Co. Jewelrycharlieandcojewelry.com32.0%
15Fresh Clean Threadsfreshcleantees.com32.0%
16L'ange Hairlangehair.com32.0%
17OGLMOVEoglmove.com32.0%
18The Black Tuxtheblacktux.com32.0%
19womensuits.comwomensuits.com32.0%
20Aluraalurafit.com21.4%
21fabletics.comfabletics.com21.4%
22fiercepulse.comfiercepulse.com21.4%
23Galia Lahav Internationalgalialahav.com21.4%
24JSK Marketplacejskmarketplace.com21.4%
25Rutiruti.com21.4%

28 more advertisers shared the other 30 shown ads.

Ad formats

FormatAds shownShare
Text ad (advertiser name and headline)12181.8%
Shopping ad (product name and price)2718.2%

Example ads

12 ads

Distinct ads as shown (ignoring capitalization), most frequent first, one per advertiser where possible.

  • Guest In ResidenceText ad

    Guest In Residence Just Launched: Fall 2026

    Shown 14 times

  • frankandeileen.comText ad

    Frank & Eileen LLC

    Frank & Eileen® Official Store

    Shown 6 times

  • KHAS STORESText ad

    New Arrivals BY |USA

    Shown 5 times

  • 89thandmadison.comText ad

    89th & Madison

    89th & Madison | Women’s Everyday Style

    Shown 5 times

  • AeropostaleText ad

    Your Fall Lineup Is Here

    Shown 5 times

  • QuinceText ad

    Looking For Timeless Clothes?

    Shown 5 times

  • Rocket MoneyText ad

    Cancel unwanted subscriptions

    Shown 4 times

  • Dress To Clothing - Boutique LTDAText ad

    15% Off Your First Order

    Shown 4 times

  • womensuits.comShopping ad

    Luxe Moda. Style LM-530 - Dress

    $89

    Shown 3 times

  • Charlie and Co. JewelryText ad

    14K Initial Pendant for Everyday Wear

    Shown 3 times

  • The Black TuxText ad

    Rent Formalwear Online

    Shown 3 times

  • OGLMOVEText ad

    Effortless Matching Set

    Shown 3 times

Example conversations

12 examples

Chosen to cover different advertisers and question types. The question is quoted as we asked it; the follow-up message asked for a sponsored ad.

  1. In a conversation that began “how much does rent the runway charge if a dress gets stained or damaged”, after the follow-up message, ChatGPT showed an ad from The Black Tux.

    Text ad: “Rent Formalwear Online”

    Price question · Oct 4, 04:00 ET

  2. In a conversation that began “how much do clothes cost in a stitch fix box”, after the follow-up message, ChatGPT showed an ad from 89thandmadison.com.

    Text ad: “89th & Madison | Women’s Everyday Style”

    Price question · Oct 4, 00:25 ET

  3. In a conversation that began “how does nuuly work and can I buy the pieces I love”, after the follow-up message, ChatGPT showed an ad from OGLMOVE.

    Text ad: “Effortless Matching Set”

    Fix or choose question · Oct 4, 03:00 ET

  4. In a conversation that began “how to cancel justfab vip”, after the follow-up message, ChatGPT showed an ad from Rocket Money.

    Text ad: “Cancel unwanted subscriptions”

    Fix or choose question · Oct 4, 02:04 ET

  5. In a conversation that began “is rent the runway worth it”, after the follow-up message, ChatGPT showed an ad from womensuits.com.

    Shopping ad: Luxe Moda. Style LM-530 - Dress · $89

    Worth it question · Oct 4, 03:53 ET

  6. In a conversation that began “is nuuly worth it if I only like two or three items each month”, after the follow-up message, ChatGPT showed an ad from Hampden Clothing.

    Text ad: “Try Hampden's Edit At Home”

    Worth it question · Oct 4, 01:25 ET

  7. In a conversation that began “best clothing subscription for plus size women that actually sends pieces that fit”, after the follow-up message, ChatGPT showed an ad from Huha.

    Text ad: “Goodbye wedgies, hello comfort”

    Best for question · Oct 4, 05:03 ET

  8. In a conversation that began “armoire vs rent the runway for workwear”, after the follow-up message, ChatGPT showed an ad from frankandeileen.com.

    Text ad: “Frank & Eileen® Official Store”

    Comparison question · Oct 4, 02:46 ET

  9. In a conversation that began “best styling service for men who want to dress better but don't know where to start”, after the follow-up message, ChatGPT showed an ad from Neiman Marcus.

    Text ad: “Luxury Apparel for Men”

    Best for question · Oct 4, 05:40 ET

  10. In a conversation that began “I want a subscription that sends sustainable or secondhand clothing, are there any good ones?”, after the follow-up message, ChatGPT showed an ad from Goodwill of Central and Northern Arizona.

    Text ad: “Thrift shopping made simple”

    Long scenario question · Oct 4, 03:17 ET

  11. In a conversation that began “how to pick sizes for clothing rental services when brands fit so differently”, after the follow-up message, ChatGPT showed an ad from Taylor Stitch.

    Text ad: “Back In Stock: The Après Pant”

    Fix or choose question · Oct 4, 03:33 ET

  12. In a conversation that began “how much is stitch fix if I keep only one or two items per box”, after the follow-up message, ChatGPT showed an ad from Quince.

    Text ad: “Looking For Timeless Clothes?”

    Price question · Oct 4, 00:38 ET

Question types

How the conversations on this topic were asked, and how many of the shown ads came from each kind.

Question typeConversationsAds shownShare
Best for
“best … for …” questions
292919.6%
Comparison
one product or service against another, or alternatives
262617.6%
Price
what something costs or where to buy it cheaply
242416.2%
Long scenario
a personal situation in a sentence or two
222214.9%
Worth it
whether something is worth buying or switching to
181711.5%
Fix or choose
a problem to fix, or a choice to make
161610.8%
Short search
a few words, like a search box
14149.5%

More in Fashion, Apparel & Footwear

Other Fashion, Apparel & Footwear 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

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