Travel & Hospitality

Luggage & Carry-Ons ads in ChatGPT

Ads shown in ChatGPT conversations about Luggage & Carry-Ons. We recorded 145 conversations on this topic in logged-out ChatGPT; after the follow-up message, ChatGPT showed 135 ads from 20 advertisers. Most often shown: level8cases.com, Quince and llbean.com.

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

145
conversations recorded
135
ads shown
20
advertisers
36%
shopping ads

Advertisers shown in Luggage & Carry-Ons conversations

20 advertisers

Ranked by how many of the conversations on this topic ended with their ad on screen; share of the 135 shown ads.

#AdvertiserWebsiteAds shownShare
1level8cases.comlevel8cases.com3727.4%
2Quincequince.com2921.5%
3llbean.comllbean.com1611.9%
4VistaPrint USvistaprint.com118.1%
5Luggage Baseluggagebase.com96.7%
6MiamiLeathersmiamileathers.com64.4%
7comfrt.comcomfrt.com53.7%
8TACHtachluggage.com43.0%
98823 HARPER COLLECTIVE USharpercollective.co.uk32.2%
10Allianz—21.5%
11americanexpress.comamericanexpress.com21.5%
12Consumer Picksconsumerpicks.org21.5%
13InsureMyTripinsuremytrip.com21.5%
14ARROW NYCthearrownyc.com10.7%
15Cotton Carriercottoncarrier.com10.7%
16Custom Inkcustomink.com10.7%
17Faxer W2Wfaxer.app10.7%
18Fly Businessfly.business10.7%
19Portland Gearportlandgear.com10.7%
20The Airline Lawyertheairlinelawyer.com10.7%

Ad formats

FormatAds shownShare
Text ad (advertiser name and headline)8764.4%
Shopping ad (product name and price)4835.6%

Example ads

12 ads

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

  • level8cases.comText ad

    Level 8 Group Corp.

    2026 Best Carry On Luggage

    Shown 37 times

  • QuinceText ad

    Premium Luggage Bundles?

    Shown 10 times

  • Luggage BaseText ad

    LuggageBase: Luggage and travel gear

    Shown 9 times

  • llbean.comShopping ad

    Continental Expandable Rolling Pullman Carry-On, 22" Black, Polyester/Plastic/Leather | L.L.Bean

    $237.99

    Shown 6 times

  • MiamiLeathersText ad

    Men’s Work & Travel

    Shown 6 times

  • VistaPrint USShopping ad

    Wenger® Graphite Carry-On Spinner Luggage

    $273.15

    Shown 5 times

  • comfrt.comShopping ad

    Comfrt Carry-On Companion Luggage | Navy | Navy

    $115

    Shown 4 times

  • TACHText ad

    Built for Family Travel

    Shown 4 times

  • 8823 HARPER COLLECTIVE USText ad

    Harper Collective

    Shown 3 times

  • Consumer PicksText ad

    Top 5 Luggage Sets 2026

    Shown 2 times

  • ARROW NYCText ad

    One bag. A New York kind of day.

    Shown 1 time

  • AllianzText ad

    Protect your best trip yet

    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 “how much should i spend on a checked suitcase if i only fly three or four times a year”, after the follow-up message, ChatGPT showed an ad from Consumer Picks.

    Text ad: “Top 5 Luggage Sets 2026”

    Price question · Oct 4, 05:51 ET

  2. In a conversation that began “we're flying basic economy to orlando and only get a personal item, which bag fits the most under the seat?”, after the follow-up message, ChatGPT showed an ad from MiamiLeathers.

    Text ad: “Men’s Work & Travel”

    Long scenario question · Oct 4, 04:23 ET

  3. In a conversation that began “a carry on suitcase vs a travel backpack for a week in europe with lots of trains”, after the follow-up message, ChatGPT showed an ad from Allianz.

    Text ad: “Protect your best trip yet”

    Comparison question · Oct 4, 05:31 ET

  4. In a conversation that began “my away carry on just cracked after two years, should I get it fixed under warranty or switch to a different brand?”, after the follow-up message, ChatGPT showed an ad from level8cases.com.

    Text ad: “2026 Best Carry On Luggage”

    Long scenario question · Oct 4, 03:34 ET

  5. In a conversation that began “best time of year to buy luggage on sale, black friday or another time”, after the follow-up message, ChatGPT showed an ad from Luggage Base.

    Text ad: “LuggageBase: Luggage and travel gear”

    Price question · Oct 4, 05:27 ET

  6. In a conversation that began “is travelpro worth it”, after the follow-up message, ChatGPT showed an ad from Quince.

    Shopping ad: Expandable Carry-On Suitcase · $169.90

    Worth it question · Oct 3, 23:50 ET

  7. In a conversation that began “how to pick luggage for a long trip”, after the follow-up message, ChatGPT showed an ad from Portland Gear.

    Text ad: “Portland Gear”

    Fix or choose question · Oct 4, 00:49 ET

  8. In a conversation that began “is a premium checked bag worth it if airlines are so rough on luggage anyway”, after the follow-up message, ChatGPT showed an ad from llbean.com.

    Shopping ad: L.L.Bean Hardside Spinner, 30" Black · $254.99

    Worth it question · Oct 4, 05:23 ET

  9. In a conversation that began “how much are overweight and oversized bag fees on delta, american, and united right now”, after the follow-up message, ChatGPT showed an ad from VistaPrint US.

    Shopping ad: Easy Go Digital Luggage Scale · $354.99

    Price question · Oct 4, 03:39 ET

  10. In a conversation that began “I fly every week for work out of dallas and keep breaking cheap carry ons, which brand would last and fit in every overhead bin?”, after the follow-up message, ChatGPT showed an ad from level8cases.com.

    Text ad: “2026 Best Carry On Luggage”

    Long scenario question · Oct 4, 04:17 ET

  11. In a conversation that began “my husband and I need a luggage set for a big trip to australia next year, two checked bags and two carry ons, what's best for the money?”, after the follow-up message, ChatGPT showed an ad from Quince.

    Shopping ad: Small Carry-On & Large Check-In Suitcase Set · $239.90

    Long scenario question · Oct 4, 01:22 ET

  12. In a conversation that began “is it worth spending $600 on a carry on or will a $150 one last just as long”, after the follow-up message, ChatGPT showed an ad from level8cases.com.

    Text ad: “2026 Best Carry On Luggage”

    Price question · Oct 4, 04:25 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
292921.5%
Comparison
one product or service against another, or alternatives
222115.6%
Price
what something costs or where to buy it cheaply
222216.3%
Fix or choose
a problem to fix, or a choice to make
221410.4%
Long scenario
a personal situation in a sentence or two
222115.6%
Short search
a few words, like a search box
141410.4%
Worth it
whether something is worth buying or switching to
141410.4%

More in Travel & Hospitality

Other Travel & Hospitality 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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