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What is the Query Fan Out in SEO

What is a Query Fan Out in SEO?

LLM-driven search engines like Perplexity or Gemini don’t just echo your input. When you ask, for example, “CRM for SaaS companies 50-150 employees”, the LLM rewrites or expands the query behind the curtain. Instead of competing head-to-head with your exact keyword match, you’re now in a race across a landscape

SEO Resources from Reddit

Top SEO Discussions on Reddit Top SEO PodCasts AI SEO Expert 2026 SEO is Nonsense SEO and Content Top SEO Skills Topical Authority 101 SEO Backlink Building Top SEO Myths SEO XML Sitemap The Query Fan Out Understanding AI Visibility is easy when you understand the Query Fan Out Top

aeo vs seo vs geo

Understanding the difference: SEO vs AEO vs GEO

Answer Engine Optimization (AEO), classic Search Engine Optimization (SEO), and “Generative Engine Optimization (GEO)– are not three separate religions; they’re three layers of the same game. A serious strategy in 2026 starts with GO, is executed through SEO, and only then shows up as AEO in AI and answer engines.​

Guide to Google EEAT Audits

What is an EEAT Audit? E‑E‑A‑T is not something you “add” to a page. It’s a reviewer concept and a sanity check Google uses so humans can talk about “is this real, is this safe, is this useful?” If you’re trying to optimize for EEAT as if it’s a ranking

seo competitive intelligence agency

Getting ahead with SEO Competitive Intelligence

SEO competitive intelligence is the difference between “we need more content” and “we know exactly which competitors to steal traffic from, in what order, and how.” On PrimaryPosition.com, this lens turns that into a simple operating system: relevance vs authority, mapped directly against real competitors instead of generic best practices.

AI LLM SEO Agency

An AI LLM SEO Agency Approach

PrimaryPosition.com: An AI-First LLM SEO Agency Most “LLM SEO” pitches are lipstick on the same old checklists. PrimaryPosition.com takes the opposite approach: it treats AI and LLM search as a structural change in how users’ questions are decomposed, retrieved, and answered—then rebuilds SEO strategy around that reality. From Classic SEO

what is AI visiblity

What is LLM Visibility?

What are LLMs? LLMs are not a new search engine. They are a lossy compression layer sitting on top of the same messy, biased, commercial web we have all been optimizing for the last 20 years, plus a bunch of proprietary data you will never see. Their job is not

Top AI SEO/GEO Tools 2025

The Best, Most Comprehensive List of AEO/GEO Tracking Tools available in 2026

From Primary Position Research – the most comprehensive list of AI SEO/GEO tools on the market today The GEO /AEO Visibility Tracking Tools Directory  Here is the complete, de-duplicated, and alphabetized master list of GEO (Generative Engine Optimization) and AI Visibility tracking tools. Research Note: I have filtered out all

Understanding LLMs vs EEAT in SEO and GEO

LLMs do not use E‑E‑A‑T, and treating E‑E‑A‑T as a ranking factor for them completely misunderstands how these systems work. E‑E‑A‑T is a human narrative, not a machine signal E‑E‑A‑T (Experience, Expertise, Authoritativeness, Trustworthiness) was invented as a framework for human raters and content marketers, not as a concrete, machine‑readable

An example of an seo scorecard

A perfect SEO scorecard perhaps?

Why plugin “SEO scores” are nonsense Most plugin or SaaS “SEO scores” are just glorified checklists: They test whether your keyword is in the slug, title, H1, intro, headings, body, alt text, and whether you wrote enough words. They might add a bit of sentiment (“positive term in title”) and