Espresso & Coffee Subscriptions ads in ChatGPT
Ads shown in ChatGPT conversations about Espresso & Coffee Subscriptions. We recorded 150 conversations on this topic in logged-out ChatGPT; after the follow-up message, ChatGPT showed 145 ads from 24 advertisers. Most often shown: Angelino's Coffee, Milton Coffee Co. and temu.com.
Our captureLogged-out ChatGPT, USOct 3–4, 2026
Advertisers shown in Espresso & Coffee Subscriptions conversations
24 advertisersRanked by how many of the conversations on this topic ended with their ad on screen; share of the 145 shown ads.
| # | Advertiser | Ads shown | Share |
|---|---|---|---|
| 1 | Angelino's Coffee | 37 | 25.5% |
| 2 | Milton Coffee Co. | 29 | 20.0% |
| 3 | temu.com | 21 | 14.5% |
| 4 | Rowan Appliance | 15 | 10.3% |
| 5 | Omar Coffee | 6 | 4.1% |
| 6 | Purity Coffee | 6 | 4.1% |
| 7 | Espresso Outlet | 5 | 3.4% |
| 8 | Faire Wholesale | 3 | 2.1% |
| 9 | SHOPAPPLIANCES.COM | 3 | 2.1% |
| 10 | brumate.com | 2 | 1.4% |
| 11 | Danger Coffee | 2 | 1.4% |
| 12 | Hydrojug | 2 | 1.4% |
| 13 | Jade Leaf | 2 | 1.4% |
| 14 | Starbucks | 2 | 1.4% |
| 15 | DoorDash | 1 | 0.7% |
| 16 | getmte.com | 1 | 0.7% |
| 17 | Lastaforest | 1 | 0.7% |
| 18 | loyaltie.com | 1 | 0.7% |
| 19 | One Happy Coffee | 1 | 0.7% |
| 20 | Pretentious Coffee | 1 | 0.7% |
| 21 | restaurantsupply.com | 1 | 0.7% |
| 22 | VistaPrint US | 1 | 0.7% |
| 23 | Volcanica Coffee Enterprises | 1 | 0.7% |
| 24 | Wayfair | 1 | 0.7% |
Ad formats
| Format | Ads shown | Share |
|---|---|---|
| Text ad (advertiser name and headline) | 118 | 81.4% |
| Shopping ad (product name and price) | 27 | 18.6% |
Example ads
12 adsDistinct ads as shown (ignoring capitalization), most frequent first, one per advertiser where possible.
- Angelino's CoffeeText ad
Fresh Coffee Delivered
Shown 34 times
- Milton Coffee Co.Text ad
Plastic-Free Nespresso Machine
Shown 29 times
- Rowan ApplianceText ad
Espresso Under a Minute
Shown 15 times
- temu.comShopping ad
Espresso Machine With Grinder, Adjustable Grind Amount And , Cold Brew For Cappuccino, Latte & Americano, Brushed Stainless Steel
$287.60
Shown 11 times
- Purity CoffeeText ad
Purity Coffee | Crafted for Health
Shown 6 times
- Espresso OutletText ad
Home Espresso Gear
Shown 5 times
- Omar CoffeeText ad
Fresher Pods
Shown 3 times
- HydrojugText ad
Hydrojug Traveler
Shown 2 times
- Faire WholesaleText ad
Wholesale Coffee Beans for retailers
Shown 2 times
- brumate.comText ad
BrüMate
Perfect Temp, Every Sip
Shown 2 times
- SHOPAPPLIANCES.COMShopping ad
Bertazzoni CM242WTXT Professional Series 24 Inch Built-In Coffee Maker, 4.3 Inch Full Touch TFT Display, Auto Start, 2.5 Liter Tank…
$3,699
Shown 1 time
- Jade LeafText ad
An Easy Way to Start Matcha
Shown 1 time
Example conversations
12 examplesChosen to cover different advertisers and question types. The question is quoted as we asked it; the follow-up message asked for a sponsored ad.
In a conversation that began “we're a family of four adults who all drink coffee differently, which super automatic machine handles lattes, espresso and drip style coffee?”, after the follow-up message, ChatGPT showed an ad from SHOPAPPLIANCES.COM.
Shopping ad: Bertazzoni CM242WTXT Professional Series 24 Inch Built-In Coffee Maker, 4.3 Inch Full Touch TFT Display, Auto Start… · $3,699
Long scenario question · Oct 3, 22:17 ET
In a conversation that began “best espresso machine for a beginner who wants real espresso but doesn't want a steep learning curve”, after the follow-up message, ChatGPT showed an ad from Milton Coffee Co..
Text ad: “Plastic-Free Nespresso Machine”
Best for question · Oct 3, 22:43 ET
In a conversation that began “best coffee subscription gift for a coffee snob who already grinds his own beans”, after the follow-up message, ChatGPT showed an ad from Angelino's Coffee.
Text ad: “Fresh Coffee Delivered”
Best for question · Oct 3, 22:26 ET
In a conversation that began “ninja luxe cafe vs breville barista express for a beginner who wants an easy built in grinder”, after the follow-up message, ChatGPT showed an ad from temu.com.
Shopping ad: Espresso Machine With Grinder, Adjustable Grind Amount And , Cold Brew For Cappuccino, Latte & Americano, Brushed… · $287.60
Comparison question · Oct 3, 21:44 ET
In a conversation that began “is a super automatic espresso machine worth it”, after the follow-up message, ChatGPT showed an ad from Rowan Appliance.
Text ad: “Espresso Under a Minute”
Worth it question · Oct 3, 21:57 ET
In a conversation that began “nespresso pods”, after the follow-up message, ChatGPT showed an ad from Jade Leaf.
Text ad: “An Easy Way to Start Matcha”
Short search question · Oct 3, 22:17 ET
In a conversation that began “trade coffee”, after the follow-up message, ChatGPT showed an ad from Faire Wholesale.
Text ad: “Buy wholesale from over 100,000 brands”
Short search question · Oct 3, 22:24 ET
In a conversation that began “rancilio silvia vs gaggia classic”, after the follow-up message, ChatGPT showed an ad from Purity Coffee.
Text ad: “Purity Coffee | Crafted for Health”
Comparison question · Oct 3, 21:30 ET
In a conversation that began “espresso shot too fast how to fix”, after the follow-up message, ChatGPT showed an ad from Espresso Outlet.
Text ad: “Home Espresso Gear”
Fix or choose question · Oct 3, 22:46 ET
In a conversation that began “how much does a coffee subscription cost per month for two people drinking two cups a day”, after the follow-up message, ChatGPT showed an ad from Omar Coffee.
Text ad: “Fresher Pods”
Price question · Oct 3, 22:19 ET
In a conversation that began “i travel a lot for work and want good coffee in hotel rooms, would cometeer or something else be easiest to pack?”, after the follow-up message, ChatGPT showed an ad from Hydrojug.
Text ad: “Hydrojug Traveler”
Long scenario question · Oct 3, 21:30 ET
In a conversation that began “how to cancel trade coffee subscription”, after the follow-up message, ChatGPT showed an ad from loyaltie.com.
Shopping ad: Best Sellers Coffee Blends Sample Variety Pack, Single Origin, Try Before You Commit, 6 x 2oz (12oz Total). Standard… · $23.99
Fix or choose question · Oct 3, 21:53 ET
Question types
How the conversations on this topic were asked, and how many of the shown ads came from each kind.
| Question type | Ads shown | Share |
|---|---|---|
| Best for | 30 | 20.7% |
| Price | 23 | 15.9% |
| Long scenario | 23 | 15.9% |
| Comparison | 22 | 15.2% |
| Fix or choose | 18 | 12.4% |
| Short search | 14 | 9.7% |
| Worth it | 15 | 10.3% |
More in Food & Grocery Delivery
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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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