Beauty & Personal Care

Self-Tanner ads in ChatGPT

Ads shown in ChatGPT conversations about Self-Tanner. We recorded 150 conversations on this topic in logged-out ChatGPT; after the follow-up message, ChatGPT showed 142 ads from 25 advertisers. Most often shown: Beauty by Earth, Bali Body and loyaltie.com.

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

150
conversations recorded
142
ads shown
25
advertisers
10%
shopping ads

Advertisers shown in Self-Tanner conversations

25 advertisers

Ranked by how many of the conversations on this topic ended with their ad on screen; share of the 142 shown ads.

#AdvertiserWebsiteAds shownShare
1Beauty by Earthbeautybyearth.com9164.1%
2Bali Bodybalibodyco.com1913.4%
3loyaltie.comloyaltie.com32.1%
4IPSYipsy.com21.4%
5Nordstromnordstrom.com21.4%
6saiehello.comsaiehello.com21.4%
7Sephorasephora.com21.4%
8Sjoliesjoliespraytan.com21.4%
9top5best.comtop5best.com21.4%
10bareminerals.combareminerals.com10.7%
11byrosiejane.combyrosiejane.com10.7%
12Care to Beautycaretobeauty.com10.7%
13chejosboutique.comchejosboutique.com10.7%
14CHROMAT SKINCAREchromatskincare.com10.7%
15Etsyetsy.com10.7%
16feelforever21.comfeelforever21.com10.7%
17Nordstrom Racknordstromrack.com10.7%
18particleformen.comparticleformen.com10.7%
19Quincequince.com10.7%
20Raya Sparayaspa.com10.7%
21Skin Pharmacyskinpharmacy.com10.7%
22Tallow Me Prettytallowmepretty.com10.7%
23Viking—10.7%
24walmart.comwalmart.com10.7%
25Warrior's Crownwarriorscrown.com10.7%

1 shown product ad (0.7%) did not name the merchant and is not ranked.

Ad formats

FormatAds shownShare
Text ad (advertiser name and headline)12890.1%
Shopping ad (product name and price)149.9%

Shopping ads include 1 ad that our export labels as a text ad but that showed only a price where a headline would be.

Example ads

12 ads

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

  • Beauty by EarthText ad

    Tan in 6 Hours

    Shown 65 times

  • Bali BodyText ad

    Natural Tanning Oil, Self Tan & Skincare Range

    Shown 19 times

  • SjolieText ad

    Pro Spray Tan Starter Kits

    Shown 2 times

  • IPSYText ad

    50% Off Your First Personalized IPSY Bag

    Shown 2 times

  • Warrior's CrownText ad

    Sunless Tanner for Bald Heads

    Shown 1 time

  • Nordstrom RackShopping ad

    AHAVA Rose Salt Scrub at Nordstrom Rack

    $9.97

    Shown 1 time

  • Tallow Me PrettyText ad

    Moisture for Dry Skin

    Shown 1 time

  • CHROMAT SKINCAREText ad

    The Mask Sale

    Shown 1 time

  • VikingText ad

    Explore Paris & Provence

    Shown 1 time

  • NordstromText ad

    Your Next Beauty Find

    Shown 1 time

  • loyaltie.comShopping ad

    Berry Glow Body Oil

    $14

    Shown 1 time

  • QuinceText ad

    100% Organic Cotton Sheets?

    Shown 1 time

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 “best self tanner for a guy who wants a healthy looking color without anyone noticing”, after the follow-up message, ChatGPT showed an ad from Warrior's Crown.

    Text ad: “Sunless Tanner for Bald Heads”

    Best for question · Oct 4, 03:48 ET

  2. In a conversation that began “best tanning products for doing my own back without help”, after the follow-up message, ChatGPT showed an ad from Beauty by Earth.

    Text ad: “Tan in 6 Hours”

    Best for question · Oct 4, 04:49 ET

  3. In a conversation that began “are face tanning drops worth it if i already use bronzer”, after the follow-up message, ChatGPT showed an ad from bareminerals.com.

    Shopping ad: Faux Tan All-Over Face Color Bronzer · $23

    Worth it question · Oct 4, 02:23 ET

  4. In a conversation that began “is a self tanner remover worth buying or does exfoliating do the same job”, after the follow-up message, ChatGPT showed an ad from loyaltie.com.

    Shopping ad: Fruity Whirl Whipped Sugar Scrub · $14

    Worth it question · Oct 3, 23:47 ET

  5. In a conversation that began “why is st tropez so expensive and is bondi sands just as good for half the price”, after the follow-up message, ChatGPT showed an ad from Bali Body.

    Text ad: “Natural Tanning Oil, Self Tan & Skincare Range”

    Price question · Oct 4, 03:12 ET

  6. In a conversation that began “how to get rid of self tanner smell”, after the follow-up message, ChatGPT showed an ad from top5best.com.

    Shopping ad: Top 5 Best in shower tanning lotion · $10.47

    Fix or choose question · Oct 4, 00:19 ET

  7. In a conversation that began “isle of paradise tanning water vs bondi sands technocolor for streak free results”, after the follow-up message, ChatGPT showed an ad from IPSY.

    Text ad: “50% Off Your First Personalized IPSY Bag”

    Comparison question · Oct 4, 03:13 ET

  8. In a conversation that began “I want a self tanning kit as a gift for my sister before her honeymoon, what's a complete set to buy?”, after the follow-up message, ChatGPT showed an ad from Beauty by Earth.

    Text ad: “Clean Self Tanner, Made in the USA”

    Long scenario question · Oct 4, 01:04 ET

  9. In a conversation that began “jergens natural glow vs l'oreal sublime bronze for a gradual tan on a budget”, after the follow-up message, ChatGPT showed an ad from Beauty by Earth.

    Text ad: “Tan in 6 Hours”

    Comparison question · Oct 4, 01:53 ET

  10. In a conversation that began “how much is st tropez self tan”, after the follow-up message, ChatGPT showed an ad from Beauty by Earth.

    Text ad: “Tan in 6 Hours”

    Price question · Oct 4, 04:42 ET

  11. In a conversation that began “best self tanner for olive skin that doesn't turn green or too yellow”, after the follow-up message, ChatGPT showed an ad from Beauty by Earth.

    Text ad: “Tan in 6 Hours”

    Best for question · Oct 4, 04:26 ET

  12. In a conversation that began “how do i maintain a self tan for a week long beach vacation”, after the follow-up message, ChatGPT showed an ad from Beauty by Earth.

    Text ad: “Wedding or Vacation Glow, No Sun Needed”

    Fix or choose question · Oct 4, 03:28 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
303021.1%
Price
what something costs or where to buy it cheaply
232215.5%
Long scenario
a personal situation in a sentence or two
232114.8%
Comparison
one product or service against another, or alternatives
222114.8%
Fix or choose
a problem to fix, or a choice to make
221913.4%
Short search
a few words, like a search box
15149.9%
Worth it
whether something is worth buying or switching to
151510.6%

More in Beauty & Personal Care

Other Beauty & Personal Care 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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