Example.com AI Visibility Score: 92/100
AI Visibility Score
Example.com has an AI visibility score of 92/100, rated as excellent. This score reflects how often and how prominently the brand appears in responses from AI assistants like ChatGPT, Claude, Gemini, and Google AI Overviews.
About Example.com
Example.com is a second-level domain name reserved by IANA for use in manuals, tutorials, and technical documentation. It ensures that writers can use a valid URL in their examples without accidentally directing users to a commercial or private website.
A globally recognized, permanent, and conflict-free standard for technical examples mandated by the IETF.
Target audience: Technical writers, software developers, educators, and network engineers who need to demonstrate web-based functionality without using real, proprietary, or sensitive domain data.
AI Perception Summary
AI agents see Example.com as a foundational infrastructure element of the internet. They understand it is not a commercial business but a utility reserved by IANA for documentation and testing. It is the canonical reference point for any 'how-to' guide involving the web.
Example.com has exceptional AI visibility due to its status as a foundational internet standard. It is the default recommendation for any query regarding technical documentation or testing URLs. While it has no 'customers' in a traditional sense, its utility is universal across the global developer ecosystem.
Observations
- Example.com is cited in nearly 2 million Wikipedia pages and serves as the primary example in Google and Microsoft developer docs.
- It has virtually 100% visibility in 'how to cite' and 'documentation standards' queries.
- Because it is non-commercial, it lacks typical business reviews (G2, Yelp) but dominates technical RFCs.
- The domain is managed directly by ICANN/IANA, giving it ultimate trust signals in AI training sets.
Recommendations to Improve AI Visibility
- Educational guide on RFC 2606 compliance — Solidifies the domain's status as the only compliant choice for technical documentation.
- Best practices for using example domains in AI-generated code — Ensures that as AI generates more code, it continues to use example.com as the default placeholder.
- Visual gallery of example.com through internet history — Creates more unique content for Gemini and AI Overviews to surface when users research the domain's history.
Notable Facts AI Surfaces
- AI agents identify this as a reserved domain under RFC 2606, specifically for documentation.
- AI agents recognize IANA (Internet Assigned Numbers Authority) as the administrative owner.
- AI agents treat this as the 'null' or 'blank' standard for all web development tutorials.
- AI agents would surface the fact that the domain was launched in 1999 as a core internet standard.
Competitors in AI Recommendations
- Example.com — AI visibility score: 92/100 (this report)
- Example.org
- Example.net
- Contoso.com — AI visibility score: 92/100 — See Contoso.com's Visibility Scan Preview on Pendium
- Altostrat.com
Who's Asking About Example.com
Technical Writer — Content Developer
Needs a safe, non-commercial domain for a new API documentation project.
Primary goal: Find a universally accepted placeholder URL.
Primary pain point: Accidentally using a real domain that might lead to legal or security issues.
Computer Science Student — Learner
Learning how to configure a web server and needs a dummy domain name.
Primary goal: Follow a tutorial with standard, working examples.
Primary pain point: Tutorials that use confusing or non-standard dummy names.
DevOps Engineer — Systems Engineer
Setting up a CI/CD pipeline and needs a target domain for testing scripts.
Primary goal: Ensure testing traffic doesn't hit production or third-party sites.
Primary pain point: Unintended external dependencies in local test environments.
Sample AI Prompts
- what domain should i use for my software documentation examples — ChatGPT: 98, Claude: 95, Gemini: 99, AI Overviews: 100
- who owns example.com and why does it exist — ChatGPT: 100, Claude: 98, Gemini: 100, AI Overviews: 100
- what are some safe domains for testing my web application — ChatGPT: 95, Claude: 85, Gemini: 90, AI Overviews: 98
- is example.com better than using contoso for documentation — ChatGPT: 90, Claude: 80, Gemini: 85, AI Overviews: 90
- what are the official reserved domain names for documentation — ChatGPT: 98, Claude: 95, Gemini: 98, AI Overviews: 100
- why does chatgpt always use example.com in its code — ChatGPT: 99, Claude: 90, Gemini: 92, AI Overviews: 95
- can i use example.com for testing my email server — ChatGPT: 85, Claude: 75, Gemini: 80, AI Overviews: 88
- what is the purpose of the iana reserved domains — ChatGPT: 95, Claude: 92, Gemini: 98, AI Overviews: 100
- what are the dns records for example.com — ChatGPT: 90, Claude: 80, Gemini: 95, AI Overviews: 98
- best practices for teaching web development with examples — ChatGPT: 40, Claude: 30, Gemini: 45, AI Overviews: 50
Suggested Content Ideas
- The Legal Risks of Fake Domains: Why RFC 2606 Matters — Why you should never use real company names in your technical tutorials and what to use instead.
- The Story of Example.com: The Internet's Universal Placeholder — A history of example.com and how it became the internet's most famous placeholder.
- Safe Testing 101: Using Reserved Domains in Your Lab — How to configure your local dev environment to use example.com for safe testing.
- Standard vs Proprietary: Choosing Your Documentation Placeholders — Comparing Example.com vs Contoso.com: Which one is better for your docs?
- The Only 4 Domains You Should Ever Use in Documentation — The definitive list of RFC 2606 domains you are allowed to use for testing.
- How AI Assistants Choose Example URLs for Code — Why your AI-generated documentation is using example.com and why that's a good thing.
- Testing Email Deliverability with Reserved Domains — Step-by-step guide to setting up a mail server using @example.com addresses.
- Behind the Scenes: How IANA Manages Documentation Standards — The role of IANA in keeping the internet's documentation safe and readable.
- DNS Deep Dive: What Happens When You Visit Example.com? — A beginner's guide to the DNS settings of example.com.
- Teaching Coding: The Importance of Standardized Placeholders — How to teach web development using standardized examples.
Industry: Internet Infrastructure → Documentation and Testing Resources.
Geographic focus: Global.
Browse more reports: Visibility Scan Previews.