Reverse-Engineering ChatGPT's Source Selection: A Network Traffic Analysis
By
Suganthan Mohanadasan
Summary
A technical investigation into how ChatGPT selects and cites sources, based on analyzing the raw network traffic (JSON) between ChatGPT and the browser. The author, Suganthan, reverse-engineers hidden fields in ChatGPT's response data to understand which sources get fetched, cited, or ignored — moving beyond conventional SEO/GEO advice that relies on faith and repetition. The piece provides a data-driven walkthrough of the actual mechanics behind ChatGPT's source selection process.
Source
bskyReverse-Engineering ChatGPT's Source Selection: A Network Traffic Analysissearchenginejournal.comKey quotes
· 4 pulled"How do we show up in ChatGPT?" The answer is always the same. Write good content, do listicles, comment on Reddit. The usual.
Most of it gets repeated on faith, one expert quoting the last.
Instead of taking it on trust, I spent a few days reading what ChatGPT sends my browser underneath the reply. The raw network traffic, in readable JSON.
Before you quote a number from this, read this. It's one person, on
You might also wanna read
Analysis of AI Traffic Patterns Through Nginx Server Logs
The article analyzes nginx server logs to determine whether AI systems like ChatGPT, Claude, Perplexity, Gemini, and Google AI Mode actually
surfacedby.com·2mo ago
GPT-5's search capabilities prove surprisingly effective, changing the chatbot-as-search-engine calculus
The article discusses how GPT-5 (nicknamed "Research Goblin") has become remarkably effective at using its Bing-backed search tool to answer
The Generative AI Paradox: How Tools Like ChatGPT Threaten the Human Content Ecosystems They Depend On
The article examines the paradoxical nature of generative AI tools like ChatGPT and Claude, which offer tremendous productivity benefits whi
ybrikman.com·5mo ago
Generative AI's Potential Impact on the Future of the World Wide Web
The article explores how generative AI tools like ChatGPT could potentially disrupt the traditional World Wide Web by changing how people ac
cacm.acm.org·10mo ago
Investigation Reveals 73% of Funded AI Startups Are Repackaged ChatGPT and Claude APIs
An investigation into 200 funded AI startups reveals that 73% are essentially repackaged versions of existing AI models like ChatGPT and Cla
pub.towardsai.net·7mo ago
ChatGPT User Conversations Leaking into Google Search Console, Revealing Private Data
ChatGPT conversations containing personal and sensitive information have been leaking into Google Search Console, a tool typically used by d
arstechnica.com·7mo ago
Comments
Sign in to join the conversation.
No comments yet. Be the first.