Workflow Automation ads in ChatGPT
Ads shown in ChatGPT conversations about Workflow Automation. We recorded 150 conversations on this topic in logged-out ChatGPT; after the follow-up message, ChatGPT showed 149 ads from 67 advertisers. Most often shown: Jitterbit, Jotform and UiPath.
Our captureLogged-out ChatGPT, USOct 3–4, 2026
Advertisers shown in Workflow Automation conversations
top 25 of 67Ranked by how many of the conversations on this topic ended with their ad on screen; share of the 149 shown ads.
| # | Advertiser | Ads shown | Share |
|---|---|---|---|
| 1 | Jitterbit | 26 | 17.4% |
| 2 | Jotform | 14 | 9.4% |
| 3 | UiPath | 7 | 4.7% |
| 4 | HighLevel | 6 | 4.0% |
| 5 | Wrk Technologies | 5 | 3.4% |
| 6 | Bluehost | 4 | 2.7% |
| 7 | Cybernews | 4 | 2.7% |
| 8 | gavAI | 4 | 2.7% |
| 9 | Gong.io | 4 | 2.7% |
| 10 | GEP | 3 | 2.0% |
| 11 | Ironclad | 3 | 2.0% |
| 12 | Monday.com | 3 | 2.0% |
| 13 | ActiveCampaign | 2 | 1.3% |
| 14 | Automat | 2 | 1.3% |
| 15 | Basis | 2 | 1.3% |
| 16 | Camunda | 2 | 1.3% |
| 17 | Commercient | 2 | 1.3% |
| 18 | Hyland Software | 2 | 1.3% |
| 19 | Lucid Software | 2 | 1.3% |
| 20 | Mindbreeze | 2 | 1.3% |
| 21 | The Fractional Stack | 2 | 1.3% |
| 22 | Whale | 2 | 1.3% |
| 23 | Workato | 2 | 1.3% |
| 24 | Adaptive and Co Studio | 1 | 0.7% |
| 25 | Aha! | 1 | 0.7% |
42 more advertisers shared the other 42 shown ads.
Ad formats
| Format | Ads shown | Share |
|---|---|---|
| Text ad (advertiser name and headline) | 149 | 100.0% |
| Shopping ad (product name and price) | 0 | 0.0% |
Example ads
12 adsDistinct ads as shown (ignoring capitalization), most frequent first, one per advertiser where possible.
- JitterbitText ad
Automate Workflows
Shown 15 times
- UiPathText ad
Gartner® named UiPath a Leader
Shown 7 times
- gavAIText ad
Is That Automation Even Worth Building?
Shown 4 times
- BluehostText ad
Run Claude Code, n8n, OpenClaw or Hermes
Shown 4 times
- Monday.comText ad
Build AI agents without code
Shown 3 times
- JotformText ad
Approval Request Form
Shown 2 times
- WhaleText ad
Whale: AI SOP Software
Shown 2 times
- Wrk TechnologiesText ad
Connect & Automate Anything
Shown 2 times
- Hyland SoftwareText ad
Put AI agents to work
Shown 2 times
- HighLevelText ad
GoHighLevel- Free 14-day Trial
Shown 2 times
- CybernewsText ad
Build Internal Tools Fast
Shown 2 times
- MindbreezeText ad
Comparing Enterprise AI Platforms?
Shown 2 times
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 “are ai agents worth it for small business”, after the follow-up message, ChatGPT showed an ad from Granola.
Text ad: “Deals move faster with Granola”
Worth it question · Oct 4, 01:04 ET
In a conversation that began “best workflow tool for a manufacturer automating purchase approvals and supplier onboarding”, after the follow-up message, ChatGPT showed an ad from Jotform.
Text ad: “Approval Request Form”
Best for question · Oct 4, 00:32 ET
In a conversation that began “our zaps break silently and we find out days later, how do we monitor automations properly?”, after the follow-up message, ChatGPT showed an ad from Edge Delta.
Text ad: “Agents need Knowledge Graph”
Fix or choose question · Oct 4, 03:23 ET
In a conversation that began “best enterprise integration platform”, after the follow-up message, ChatGPT showed an ad from Jitterbit.
Text ad: “#1 iPaaS for Implementation.”
Best for question · Oct 4, 01:25 ET
In a conversation that began “cheapest way to automate a few hundred tasks a month between gmail, sheets and a crm”, after the follow-up message, ChatGPT showed an ad from Nylas.
Text ad: “Easy Email API for Devs”
Price question · Oct 4, 03:54 ET
In a conversation that began “what processes should a small business automate first”, after the follow-up message, ChatGPT showed an ad from Gong.io.
Text ad: “Sales Pipeline Management that Closes Revenue”
Fix or choose question · Oct 4, 00:08 ET
In a conversation that began “nintex vs kissflow for approval workflows in a 1,000 person company”, after the follow-up message, ChatGPT showed an ad from Whale.
Text ad: “Whale: AI SOP Software”
Comparison question · Oct 3, 23:35 ET
In a conversation that began “should we move from zapier to n8n to cut costs if we have a developer on staff”, after the follow-up message, ChatGPT showed an ad from Bluehost.
Text ad: “Run Claude Code, n8n, OpenClaw or Hermes”
Worth it question · Oct 4, 00:11 ET
In a conversation that began “unito vs zapier for keeping jira and asana tasks in two way sync”, after the follow-up message, ChatGPT showed an ad from Aha!.
Text ad: “Top roadmapping software”
Comparison question · Oct 4, 01:39 ET
In a conversation that began “how to set up ai steps in an automation so it drafts replies but a human approves them”, after the follow-up message, ChatGPT showed an ad from Wildwood Digital Media.
Text ad: “Put Repetitive Work on Your AI To-Do List”
Fix or choose question · Oct 4, 01:39 ET
In a conversation that began “how do i automate data entry into an old system that has no api”, after the follow-up message, ChatGPT showed an ad from Hyland Software.
Text ad: “Put AI agents to work”
Fix or choose question · Oct 4, 05:18 ET
In a conversation that began “should we pay for an integration platform or hire a developer to build custom integrations”, after the follow-up message, ChatGPT showed an ad from Wrk Technologies.
Text ad: “Wrk Builds Your Integration”
Worth it question · Oct 4, 01:51 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 | 20.1% |
| Comparison | 22 | 14.8% |
| Fix or choose | 23 | 15.4% |
| Price | 22 | 14.8% |
| Long scenario | 22 | 14.8% |
| Short search | 15 | 10.1% |
| Worth it | 15 | 10.1% |
More in Business Software
Other Business Software 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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