AI Crawler Study: What 60+ Tests Across 6 LLMs Reveal
Generative Engine Optimization (GEO)

AI Crawler Study: What 60+ Tests Across 6 LLMs Reveal

Most of your website is invisible to AI. We planted 60 hidden markers across a test page and asked 6 AI assistants to find them. The results will change how you think about GEO.

Samanyou

March 30, 2026

10 Mins read

Introducing Agentic Commerce Tracking in Writesonic
Generative Engine Optimization (GEO)

Introducing Agentic Commerce Tracking in Writesonic

AI platforms are recommending products, linking to merchants, and enabling checkout inside conversations. We built a tracker that shows brands exactly which products AI recommends, where it sends buyers, and how they stack up against competitors.

Sonakshi

March 28, 2026

4 Mins read

The 31-Point Citation Readiness Checklist: What Makes AI Actually Cite Your Content
Generative Engine Optimization (GEO)

The 31-Point Citation Readiness Checklist: What Makes AI Actually Cite Your Content

We track AI citations across hundreds of brands at Writesonic. One pattern keeps repeating: pages ranking in Google’s top 3 get passed over by ChatGPT, Perplexity, and Gemini in favor of competitors sitting at position 8 or lower. Not because the ranking page is worse, because it’s harder for AI to extract from. A lot of content teams still assume that if a page is good enough to rank, it…

Drishti

March 21, 2026

12 Mins read

56% of GPT-5.4’s Citations Go to Brand Websites. Only 8% of GPT-5.3’s Do.
Generative Engine Optimization (GEO)

56% of GPT-5.4’s Citations Go to Brand Websites. Only 8% of GPT-5.3’s Do.

We tested 50 prompts across ChatGPT’s new models and extracted every fan-out query, web search result, and citation. GPT-5.3 sends users to blog posts about your brand. GPT-5.4 sends them to your actual website. The two models cite 93% different sources.

Samanyou

March 9, 2026

17 Mins read

Latest Posts

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GPT-5.4 Replaced GPT-5.2. What Changed for Your Brand’s AI Visibility.
ChatGPT
Generative Engine Optimization (GEO)

GPT-5.4 Replaced GPT-5.2. What Changed for Your Brand’s AI Visibility.

Samanyou

March 6, 2026

6 Mins read

GEO Expert Ethan Smith on AI Visibility: Attribution, Prioritization, and Why Startups Can Win
Generative Engine Optimization (GEO)

GEO Expert Ethan Smith on AI Visibility: Attribution, Prioritization, and Why Startups Can Win

Drishti

February 23, 2026

5 Mins read

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Generative Engine Optimization

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Josh Grant on GEO: “Product Moves Fast. Perception Moves Slow.”

Josh Grant on GEO: “Product Moves Fast. Perception Moves Slow.”

Drishti

February 23, 2026

7 Mins read

Peec AI Actions vs Writesonic Action Center: Which One Helps Improve AI Visibility?

Peec AI Actions vs Writesonic Action Center: Which One Helps Improve AI Visibility?

Niyati

February 22, 2026

15 Mins read

Profound Actions vs Writesonic Action Center: Which One Actually Gets Things Done?

Profound Actions vs Writesonic Action Center: Which One Actually Gets Things Done?

Niyati

February 22, 2026

16 Mins read

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AI Agents for SEO

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AI Agent for Local SEO: The Key to Dominating Local Search

AI Agent for Local SEO: The Key to Dominating Local Search

Niyati

July 30, 2025

8 Mins read

8 Steps To Boost SERP Rankings With AI Agents for SEO Audits

8 Steps To Boost SERP Rankings With AI Agents for SEO Audits

Samanyou

March 21, 2026

9 Mins read

How to Master Keyword Optimization Using AI Agents: A Simple Guide

How to Master Keyword Optimization Using AI Agents: A Simple Guide

Pragati

March 21, 2026

13 Mins read

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Search Engine Optimization

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Best 17 AI SEO Tools I’ve Tested in 2026 (Free & Paid)

Best 17 AI SEO Tools I’ve Tested in 2026 (Free & Paid)

Anoob

March 21, 2026

37 Mins read

What Cloudflare’s Pay-Per-Crawl Update Means for LLM Strategies

What Cloudflare’s Pay-Per-Crawl Update Means for LLM Strategies

Niyati

August 11, 2025

6 Mins read

How to Track LLM Traffic (e.g. ChatGPT) in Google Analytics 4

How to Track LLM Traffic (e.g. ChatGPT) in Google Analytics 4

Niyati

July 27, 2025

3 Mins read

view all Search Engine Optimization

Writing

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The Complete Guide to AI-Generated Content

The Complete Guide to AI-Generated Content

Saloni

March 21, 2026

30 Mins read

What Is Good Content & How To Create It?

What Is Good Content & How To Create It?

Pragati

April 10, 2025

14 Mins read

Are blogs still a thing in 2025?

Are blogs still a thing in 2025?

Pragati

July 13, 2025

9 Mins read

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Artificial Intelligence

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How AI Has Changed Consumer Search Habits in 2026 [Real Data]

How AI Has Changed Consumer Search Habits in 2026 [Real Data]

Saloni

March 21, 2026

13 Mins read

New Data: The Unexpected Impact of AI Search on SEO

New Data: The Unexpected Impact of AI Search on SEO

Saloni

March 21, 2026

14 Mins read

What Are Zero Click Searches And How To Optimize For Them

What Are Zero Click Searches And How To Optimize For Them

Saloni

March 21, 2026

14 Mins read

view all Artificial Intelligence

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