Search & AI Intelligence
Research Blog
In-depth research on search algorithms, crawler mechanics, prompt tracking, AI citations, and generative visibility.
Zobay Rank Research publishes empirical investigations into website crawlability, large language model citation triggers, knowledge graph entity consistency, and multi-turn recommendation behaviors across ChatGPT, Perplexity, Google Gemini, and Claude.
Latest Engineering & Research Articles
Empirical findings, step-by-step methodologies, and architectural blueprints written by our core engineering team.
How AI Answer Engines Choose Which Websites to Cite as Sources
A technical investigation into RAG retrieval, citation scoring, and how ChatGPT and Perplexity select web sources to cite in real time.
The Technical SEO Checklist for AI Crawlers and LLM Agents
Essential technical checklist to ensure your website is crawlable, fast, and indexable for both traditional bots and modern AI scraper agents.
Understanding the 8-Factor GEO Score in Generative Search
A deep dive into Zobay Rank's proprietary 8-factor Generative Engine Optimization diagnostic framework and brand recommendation signals.
Our Core Engineering Focus
How Zobay Rank researchers dissect modern search algorithms to build transparent, deterministic optimization tools.
RAG & Vector Retrieval
Investigating how AI search engines parse, vectorize, and chunk web documents during multi-turn retrieval-augmented generation.
Crawler Concurrency & Health
Benchmarking high-throughput BFS crawlers to optimize crawl budgets, eliminate redirect loops, and ensure rapid indexation.
Generative Recommendation Parity
Quantifying brand sentiment and recommendation variance across ChatGPT, Perplexity, Google Gemini, and Claude.
Our Research Standards
Zero sponsored puff pieces, zero fabricated claims. Grounded strictly in empirical data and verifiable test results.
Empirical Grounding
Every statistic and claim is backed by real crawl outputs, actual AI response transcripts, and published RFC specifications.
Zero Fabrications
We never publish fake case studies, synthesized star ratings, or speculative SEO promises. Only reproducible, actionable insights.
Open Methodologies
We document our prompt configurations, test parameters, and scoring formulas transparently so engineering teams can verify results.
Turn Research into Organic Market Share
Start auditing technical crawlability and tracking AI citations with Zobay Rank today.