Architecting Generative Engine Optimization: How AI Search Changes Content Discovery
A deep technical blueprint on structuring web content for Perplexity, SearchGPT, Gemini, and modern LLM answer synthesis engines.
Srijan Prasad
Verified Publication EntityFinal-Year CSE Student, Developer & Knowledge Architect
Verified Author Profile & Background
Final-year Computer Science & Engineering (CSE) student at TIT Group of Institutions (Bhopal), developer, and open-source contributor. Speaker on WordPress Security & Cleanup at WordCamp Bhopal 2023, Pattern Table Lead at WordCamp Bhopal 2025, and student participant in enterprise technology forums. Writing on Full Site Editing (FSE), modern web architecture, generative search optimization (GEO/AEO), enterprise readiness, and personal knowledge systems.
GitHub: @SrijanprasadX: @Ushan_0Instagram: @srijanprasad_Email: srijanprasad2006@gmail.comSend Editorial Message
Primary Knowledge Vectors & Research Areas
#WordPress & Open Source#Full Site Editing (FSE)#Generative Engine Optimization#Software Engineering#Industry Readiness & Leadership#Knowledge Architecture
Author Archive
Authored Investigations (9)
The Engineering of Semantic Search: From Vector Embeddings to Hybrid BM25 Retrieval
How modern knowledge platforms blend dense vector embeddings with sparse lexical indexing to build fast, accurate personal search engines.
Building Resilient Second Brains: Information Architecture for Personal Knowledge
How to design an enduring personal knowledge graph using atomic notes, bidirectional linking, and digital gardening principles.
Mastering Core Web Vitals: Eliminating Layout Shifts and Interaction Latency (INP)
A hands-on engineering guide to mastering Interaction to Next Paint (INP), Largest Contentful Paint (LCP), and Cumulative Layout Shift (CLS).
The Anatomy of High-Signal Publishing: Editorial Standards in the Era of Synthetic Content
Why information gain, rigorous provenance, and deep structural clarity are the only enduring moats for digital writers.
My First Experience as a Volunteer at WordCamp Bhopal 2025
Some experiences stay with you because of what you do. Others stay with you because of the people you meet along the way. Reflections on seeing WordCamp from the other side as a volunteer and contributor.
An Interaction That Gave Me a Better Perspective on the Industry: Capgemini × TIT Group of Institutions
Reflections from a final-year CSE student on bridging the gap between academic computer science and enterprise expectations: communication, adaptability, problem-solving, and continuous learning from Capgemini leadership at TIT Group of Institutions.
The Asymmetry of Model Distillation: Why OpenAI Banned PewDiePie for Training a Local AI
OpenAI trained on the open web, but banned PewDiePie twice for training on model outputs. An editorial investigation into the legal, ethical, and architectural tensions of synthetic distillation and local AI sovereignty.
Lessons Beyond the Classroom: Deconstructing the KYC and SMART Frameworks with Gaurav Ghelani
Connecting academic computer science with enterprise reality: how the KYC (Knowledge, Your Skills, Communication) and SMART frameworks reshape professional mindset, relationships, and accountability.