Deep Dive Articles
Research-backed, long-form analysis on AI search optimization, GEO strategy, and the future of brand visibility in the LLM era.
ChatGPT Search Ranking Factors: 2026 Empirical Study on 1,200 Queries
Proprietary research analyzing the correlation between traditional SEO metrics, Schema.org density, third-party consensus on Reddit, and ChatGPT citation inclusion.
The Definitive Guide to robots.txt & llms.txt for AI Search Engines (2026)
A complete technical guide to managing GPTBot, PerplexityBot, ClaudeBot, and Google-Extended to maximize live citations without exposing private IP.
The 2026 Share of Model (SoM) Benchmark: How 500 Brands Perform Across 9 AI Engines
Benchmark data measuring brand recommendation rates, citation sentiment, and hallucination frequency across ChatGPT, Perplexity, Gemini, and Claude.
The Ultimate LLM SEO Guide: How to Rank in AI-Generated Answers (2026)
A comprehensive, research-backed guide covering every layer of LLM optimization — from entity grounding to RAG-native content architecture, citation velocity, and schema density.
AI Search Engine Market Share 2026: ChatGPT, Gemini & Perplexity — What the Data Says
A data-driven breakdown of AI search engine adoption rates, query volume trends, and what the shifting market share means for brand visibility strategies.
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