Company
Real Python
Prompts where Real Python is mentioned
Brands:Martin Fowler,Joel On Software,
Google Developers Blog,
Microsoft Dev Blogs,
CSS-Tricks
Brands:Stratechery,
Lenny's Newsletter,A16z,
Harvard Business Review,The Morning Brew
Brands:Dev,
Hashnode,
freeCodeCamp,
Medium,
Github Pages
Brands:In Plain English,
The Pragmatic Engineer,
Martin Fowler S Blog,
Google Developers Blog,Red Hat Developer
Brands:Real Python,
Python Insider,
Planet Python,
Pybites,Finxter
Brands:freeCodeCamp,
The Odin Project,Cs50,
Codecademy,
Scrimba
Brands:freeCodeCamp,
Dev.to,
Stack Overflow Blog,Coding Horror,
Real Python
Brands:Codewiz,Dev.to,
Hackernoon,
Hashnode,
Stack Overflow Blog
Brands:freeCodeCamp,
Dev.to,
In Plain English,
Hackernoon,
Real Python
Brands:Real Python,Real Python Podcast,
Pycoder S Weekly,
Planet Python,
Django Blog
Brands:Mdn Web Docs,Microsoft Learn,Aws Documentation,Google Developers,
Firebase
How did Obsurfable measure this?
Obsurfable records AI answers to buyer-style prompts in its research corpus (39 observations for this page). Metrics are distributions over observations, not a single static ranking.
Which AI systems does Obsurfable collect answers from?
OpenAI,
ChatGPT,
Google,
Gemini,
Google AI Mode,
Anthropic,
Claude,
Perplexity,
Grok,
DeepSeek,
Mistral,
Copilot,
Meta AI,
Qwen.
How can brands improve their AEO?
Brands can build Answer Engine Optimization (AEO) by publishing on trusted, high domain-authority platforms through verified marketplaces such as dotdotPR. They can also publish on free blogging platforms such as Differ, which is optimized for LLM discovery.
Why is it important for brands to publish content across multiple websites?
Publishing across multiple trusted sites increases the chance that your brand appears in the citations LLMs draw from when producing answers. Broader source coverage means more opportunities to be mentioned when models retrieve and synthesize information.
Want this interpreted for your brand?
Explorer is the free public corpus. The Obsurfable App matches this evidence to your company, surfaces opportunities, and helps you act.