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The Cite Solutions Blog

Insights on AI visibility, the CITE™ framework, and the future of brand discovery.

Guides12 min read

Answer Engine Optimization: The Complete Guide for 2026

Answer Engine Optimization helps brands get cited, summarized, and recommended inside AI answers. This guide covers what AEO is, how it works, which platforms matter, and how to build an AEO strategy that actually wins citations.

Apr 7, 2026Read
Research9 min read

Citation Drift: Why Your AI Visibility Changes Weekly

If your brand is cited by ChatGPT this week and missing next week, that is not random. Citation drift is the normal churn of AI visibility, driven by freshness, prompt mix, source replacement, and platform behavior.

Apr 7, 2026Read
Strategy11 min read

GEO Tools: The Complete Landscape for 2026

The GEO tooling market is getting crowded fast. This guide breaks down how to evaluate AI visibility platforms across monitoring, prompt intelligence, workflow, SEO integration, and reporting, without getting distracted by shiny demos.

Apr 7, 2026Read
AI Visibility11 min read

How AI Platforms Choose Which Sources to Cite

Why does one page get cited by ChatGPT, Perplexity, or Google AI surfaces while another gets ignored? The answer is less mysterious than most people think. Here's how citation selection really works in practice.

Apr 7, 2026Read
AI Visibility10 min read

How to Get Your Brand Recommended by AI

Getting cited by ChatGPT or Perplexity is useful. Getting recommended is better. Here's what actually makes AI systems trust a brand enough to suggest it during buyer-intent moments.

Apr 7, 2026Read
Technical Guides9 min read

llms.txt: What It Is, What It Does, and Whether Your Site Actually Needs It

llms.txt is getting a lot of attention in GEO and AEO circles, but most of the commentary swings between hype and dismissal. Here's what the file actually does, what it cannot do, and when it is worth implementing.

Apr 7, 2026Read
AI Visibility11 min read

Passages Beat Pages: How to Structure Content for AI Citation

In AI search, a single sharp section can outrank a stronger overall page. Here's why passage-level retrieval changes content strategy, and how to format pages so ChatGPT, Perplexity, and Google AI can actually use them.

Apr 7, 2026Read
Strategy10 min read

Your B2B Brand Is Invisible to AI. Here's How to Check (and Fix It).

Most B2B companies rank well on Google but don't exist in AI search results. A simple test reveals whether ChatGPT, Perplexity, or Gemini recommend you, and what to do when they don't.

Apr 2, 2026Read
Data9 min read

Which Domains Do AI Search Engines Actually Cite? Data from 30 Million Sources

Reddit, YouTube, and LinkedIn top the list. But the rankings shift dramatically depending on which AI platform you're looking at. Here's what 30 million citation sources reveal about where AI pulls its answers from.

Apr 2, 2026Read
Strategy11 min read

AEO vs GEO: What's the Difference and Does It Actually Matter?

Answer Engine Optimization and Generative Engine Optimization started from different places but ended up solving the same problem. Here's where each term came from, how they differ technically, and why the distinction matters less than you think.

Apr 1, 2026Read
Technical Guides10 min read

How to Optimize for ChatGPT Search: A Practical Guide for 2026

ChatGPT now pulls from the web for every search query and cites its sources. If your content isn't structured for retrieval, you're invisible to 200M+ weekly users. Here's exactly how to fix that.

Mar 31, 2026Read
Technical Guides8 min read

How to Select the Right Prompts for LLM Tracking

Tracking your AI visibility starts with choosing the right prompts. Not keywords. Prompts. Here's a practical framework for selecting the queries that actually matter for your GEO and AEO monitoring strategy.

Mar 31, 2026Read
Strategy9 min read

Which LLM Should You Optimize For? A Guide by Brand Type

ChatGPT, Perplexity, Gemini, Claude. Each AI platform cites differently, retrieves differently, and serves different audiences. Here's how to decide where to focus your GEO and AEO efforts based on your brand type.

Mar 31, 2026Read
AI Visibility9 min read

AI Citations: How They Work and How to Get Them

AI citations are the new backlinks. When ChatGPT, Gemini, or Perplexity cite your content in an answer, it signals trust, drives influence, and compounds over time. Here's the mechanics behind how AI picks sources, and what you can do to become one.

Mar 30, 2026Read
Research8 min read

ChatGPT Shopping: What Actually Triggers Product Recommendations (1.18M Prompts Analyzed)

Profound analyzed 1.18 million ChatGPT prompts to reverse-engineer when Shopping cards appear. The biggest finding: product category matters far more than purchase intent. Here's what that means for ecommerce GEO and AEO strategy.

Mar 30, 2026Read
Research7 min read

AI Citations Expire Faster Than You Think. Here's the Data.

Scrunch and Stacker analyzed 3.5 million citation events across AI platforms. The average AI citation loses half its visibility in just 4.5 weeks. ChatGPT is even faster at 3.4 weeks. Here's what that means for your GEO and AEO strategy.

Mar 30, 2026Read
Research6 min read

ChatGPT's Query Fan-Outs Just Doubled. Here's Why That Changes Everything.

Peec AI analyzed 20 million ChatGPT query fan-outs and found the average word count doubled in four months. For brands trying to get cited by AI, this is the biggest shift since AI Overviews launched.

Mar 29, 2026Read
Strategy10 min read

GEO vs SEO: What's the Difference and Why You Need Both

SEO gets you ranked on Google. GEO gets you cited by ChatGPT. They share DNA but work on completely different mechanics. Here's what actually differs, where they overlap, and why running one without the other leaves money on the table.

Mar 29, 2026Read
AI Visibility12 min read

What is Generative Engine Optimization (GEO)? The Definitive Guide for 2026

Generative Engine Optimization (GEO) is the practice of optimizing content so AI platforms like ChatGPT, Gemini, and Perplexity cite and recommend your brand. This guide covers how it works, why it matters, and how to do it.

Mar 29, 2026Read

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