10 Best LLM SEO Checking Tools in 2026
Ranked reviews of the 10 best LLM SEO checking tools for 2026, covering model coverage, citation intelligence, GEO tracking, and action layers.
Omnia Blog19 min read
Fundamentals
8 stories
AEO: What Is Answer Engine Optimization?
Learn what Answer Engine Optimization (AEO) is, how it compares to SEO and GEO, and how it works so you can get cited in LLMs.
Omnia Blog9 min read
AI Share of Voice: How to Measure and Grow It in 2026
AI share of voice is the share of AI answers that name your brand. How to measure it on ChatGPT, Gemini and Perplexity, and how to grow it.
Howseen AI Blog10 min read
GPTBot, ClaudeBot, PerplexityBot: Official robots.txt Guide
Official user agents, robots.txt tokens and IP ranges for GPTBot, OAI-SearchBot, ClaudeBot, Claude-SearchBot, PerplexityBot and Google-Extended (Oct 2026).
Howseen AI Blog14 min readWhy AI Recommends Your Competitors, Not You (and the Fix)
AI assistants answer from third-party sources, not your Google rank. Why ChatGPT recommends your competitors, and the steps to get named instead.
Howseen AI Blog9 min readWhat is an AI agent? Tool loops, stalls, and 3 prod decisions
An AI agent is an LLM in a tool-calling loop. How loops work, why they stall or run away, and the 3 architecture decisions that matter in production.
LLMTest Blog6 min readJSON mode explained: when schema enforcement beats prompting
JSON mode vs structured output: how constrained decoding works, when 3% failure rates become a real cost, and which enforcement approach your pipeline needs.
LLMTest Blog5 min readSystem prompt explained: behavior, cost, and pitfalls
A system prompt is the hidden instruction block that shapes every LLM response. Here's how it works, what it costs, and the production pitfalls to avoid.
LLMTest Blog6 min read
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