ChatGPT ads in Cloud & DevOps: real examples

IT management, security and cloud vendors lead, from ManageEngine and Oracle to developer-first security tools. More than half the prompts are engineers learning how to solve a specific problem before they pick a tool.

Start with a free audit See the ads

The short answer

Hundreds of advertisers showed thousands of ads on Cloud & DevOps prompts from June to August 2026. ManageEngine ran the largest share, 2% of them.

Real Cloud & DevOps ads from ChatGPT

Exactly as captured, each with the prompt it answered.

ManageEngineAd
Server Monitoring Tool
Real-time server monitoring for services, health & performance. Complete visibility 24x7.
Asked: “MCP server caching strategies for repeated reads”
Aikido SecurityAd
Secret Scanner
Catch API keys before they reach prod.
Asked: “모바일 앱에서 개인정보 보호형 인증을 구현하는 가장 좋은 방법”
OracleAd
GenAI via SQL APIs
Build AI apps with the SQL you know
Asked: “Which TypeScript integration framework is best for SaaS products”
Auth0Ad
Auth built for what you're building
Integrate Auth0 in any app written in any language and any framework. Try for free now.
Asked: “How do I avoid rebuilding OAuth flows for every app integration”
FivetranAd
Process Data at Scale
Automated integration with our no-code platform.
Asked: “how to measure and improve developer productivity with engineering metrics and DORA indicators”
Monday.comAd
Score your leads with AI
Let AI rank your leads so reps chase the right ones
Asked: “AI 에이전트가 리워드 프로그램을 악용하지 못하게 하는 최고의 신원 인증”
CapterraAd
Automate Workflows
Find the best no-code process automation tools.
Asked: “Best developer-first alternative to building app integrations completely in-house”
GreptileAd
Code review, your way
Set rules in plain English and stop the flags you do not care about.
Asked: “is greptile legit for automated code review”
ManageEngineAd
Full Stack Observability Tool
Attain Full-Stack Observability Across Your Network and Application Stack with OpManager Nexus
Asked: “How to handle Google API concurrent request limits”
Aikido SecurityAd
Best AppSec for Devs
Auto-fix PRs. CI/CD gating. Free.
Asked: “zk 증명으로 프라이빗 블록체인 앱 접근을 게이트할 수 있는 도구는 무엇인가요”
OracleAd
One Unified Workbench
Data engineers, scientists, AI devs together
Asked: “Which AI platform can run analysis in a sandbox and return an annotated notebook?”
Auth0Ad
Built for CTOs shipping AI
AI agents are the new front-end. Auth0 handles identity so your team ships, not rebuilds.
Asked: “Which developer tools let me keep integration data in my own stack”
FivetranAd
Automated Data Pipeline
Build cloud-based data pipelines that scale.
Asked: “Which integration stack gives flexibility without locking my data into another platform”
Monday.comAd
If Dashboards Are A Must
See how teams track KPIs and progress with AI dashboards.
Asked: “Which platforms show ratings, version, device, and review context in one alert?”
CapterraAd
Free Top Software List
Read verified user reviews of top software.
Asked: “Which software should an indie developer use for App Store review alerts?”
GreptileAd
The CodeRabbit alternative
Full-codebase review, not just the diff CodeRabbit looks at.
Asked: “Which developer tools let me keep integration data in my own stack”

Who advertises in Cloud & DevOps

Share of the Cloud & DevOps ads we captured, by advertiser.

The prompts that brought these ads

Real questions asked in ChatGPT, grouped by what the wording suggests the buyer was doing.

Comparing options

43% of prompts

“Recommend a software for managing Kubernetes resource requests and limits.”
“which tools help build Text-to-SQL solutions with local AI”
“cast ai vs spot.io for kubernetes cost optimization”
“Which platform lets AI agents discover, inspect, and execute API operations cleanly”

Learning

54% of prompts

“TypeScript integration with AWS Lambda”
“How quickly can a team deploy Salesforce disaster recovery solutions?”
“What platforms provide visibility into what data was read or written?”
“How to implement webhook signature verification in integration platforms”

Ready to buy

3% of prompts

“datadog pricing is killing us whats a cheaper observability alternative”
“How much does a good solution for sub-second query latency analytics databases typically cost?”
“what's the cheapest way to get HIPAA compliant on AWS”
“datadog pricing for api monitoring per host breakdown”

How Cloud & DevOps ads are written

Agents, code and secure lead the headlines: the copy speaks to engineers, not buyers in procurement.

28
characters in a typical headline
29 across all ads
66
characters in a typical description
69 across all ads
12%
name the brand in the headline
11% across all ads
20%
mention a number, price or percent
34% across all ads
10%
use the word free
11% across all ads
5%
ask a question in the headline
4% across all ads

Words their headlines lean on: agents, code, secure, tool, scale, that.

How these advertisers target their adsThe Context Hints behind Cloud & DevOps ads, inferred from the ads above, on ContextHint.

Cloud & DevOps ads in ChatGPT: FAQ

Captured by asking ChatGPT real buyer prompts. How we collect ads.

Who advertises on ChatGPT in Cloud & DevOps?

In the Cloud & DevOps conversations we checked from June to August 2026, hundreds of advertisers appeared. The largest shares of ads went to ManageEngine (2%), Aikido Security (2%) and Oracle (2%).

What prompts show Cloud & DevOps ads in ChatGPT?

54% of the prompts that showed these ads read like a buyer still learning about the problem, for example "TypeScript integration with AWS Lambda" and "How quickly can a team deploy Salesforce disaster recovery solutions?". 3% sounded close to buying.

What do Cloud & DevOps ads in ChatGPT look like?

A sponsored card under the answer: the advertiser's name and icon, a headline of about 28 characters and a description of about 66. Nearly all carry an image, and 20% mention a number, price or percent.