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Concepts

Deep dives into how AI engines work

24 articles

ConceptsPopular

AEO vs SEO: Key Differences Explained

While SEO focuses on ranking in search results, AEO targets AI-generated answers. Learn how they complement each other and why you need both.

10 min read
Concepts

How AI Engines Cite Sources

Different AI engines have different citation behaviors. Understand how ChatGPT, Claude, Perplexity, and others reference and attribute information.

7 min read
ConceptsPopular

How ChatGPT, Perplexity, Claude, and Gemini Differ

Each AI engine has different training data, retrieval, citation style, and recommendation tendencies. Here's what each one means for your AI visibility strategy.

8 min read
Concepts

When AI Gets Your Brand Wrong: Understanding Hallucination

AI engines sometimes generate confident, plausible-sounding claims about your brand that are simply false. Here's why it happens, how to detect it, and what to do about it.

7 min read
Concepts

Zero-click Visibility: The New Metric That Matters

Most AI-driven brand impressions happen without a click. Understanding zero-click visibility — and how to measure it — reframes how you think about AI search ROI.

6 min read
Concepts

AI Agents and What They Mean for Your Visibility

AI engines are evolving from single-turn answer machines into autonomous agents that browse, compare, and synthesize across many sources. The rules are changing.

7 min read
Concepts

Which AI Engine Matters Most for Your Brand

ChatGPT, Perplexity, Gemini, Claude, Copilot — you can't optimize for all equally. Here's how to find which engines your audience uses, and where to focus first.

6 min read
Concepts

How AI Engines Make Product and Service Recommendations

When an AI engine recommends a tool or provider, the answer isn't random. Understanding the recommendation mechanism — and what shapes it — is core to AEO.

7 min read
Concepts

AI Search vs Traditional Search: What's Changing

AI search returns synthesized answers instead of ranked links, reshaping how people discover brands. Learn what's changing and what it means for your visibility.

7 min read
Concepts

Branded vs Unbranded AI Queries

Branded and unbranded AI queries reveal very different things about your visibility. Learn how each works and how to track and optimize for both.

7 min read
Concepts

Can You Control How AI Describes Your Brand?

You can't directly edit what AI says, but you can strongly influence it. Learn the real levers that shape how AI describes your brand, and their limits.

6 min read
Concepts

ChatGPT vs Gemini for Brand Visibility

How ChatGPT and Gemini source answers, represent brands, and reach audiences differently — plus how to optimize your brand visibility for each engine.

7 min read
Concepts

ChatGPT vs Perplexity for Brand Visibility

ChatGPT and Perplexity source and cite information very differently. Learn how each works, where your brand can win, and how to optimize for both.

8 min read
Concepts

Claude vs Gemini for Brand Visibility

Compare how Claude and Gemini source answers and represent brands, who each engine reaches, and how to optimize your visibility for both.

7 min read
Concepts

How Long Until AI Picks Up Your New Content?

First-indexation latency explained: how fast retrieval engines find new content versus how long training-based model knowledge takes to reflect it.

7 min read
Concepts

Do AI Crawlers Respect robots.txt?

Most major AI crawlers honor robots.txt — but the picture is nuanced. Learn which bots to know, how to allow or block them, and the visibility trade-offs.

7 min read
ConceptsPopular

GEO vs AEO vs SEO: The Complete Comparison

GEO, AEO, and SEO are related but distinct disciplines. This guide defines each, shows how they overlap, and explains how to invest across all three.

9 min read
Concepts

Google AI Overviews vs AI Mode

What separates Google AI Overviews from AI Mode — how each surfaces answers, cites sources, and represents brands, plus how to optimize for both.

7 min read
Concepts

JavaScript Rendering and AI Crawlers

Do AI crawlers execute JavaScript? How SSR, SSG, and CSR affect AI visibility, plus practical ways to check whether engines can actually see your content.

7 min read
Concepts

How AI Model Updates Affect Your Brand's Visibility (And What to Do)

When a new model ships, your brand's AI visibility can shift overnight — without you changing a thing. How to read model update cycles and respond when they do.

7 min read
Concepts

Perplexity vs Google AI Overviews

Both are retrieval-based answer engines, but they source, cite, and reach audiences differently. Learn how to win visibility on each.

7 min read
Concepts

Site Speed & Core Web Vitals for AEO

How page speed, render timing, and crawl budget affect whether AI engines can retrieve and cite your content — the performance-specific deep-dive into technical AEO.

7 min read
Concepts

Technical SEO for AEO

The technical foundation that lets AI crawlers find, render, and trust your content, from crawlability and rendering to structured data and llms.txt.

7 min read
Concepts

Why Does AI Get My Brand Wrong?

When ChatGPT or Gemini states something false about your brand, it's usually a signal about your information footprint. Learn the common causes and how to fix each.

6 min read

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