Author: Pam Tarrayo

2000 AI blogs experiment
GEO Experiments

The 2,000 AI Blogs Experiment: Does Google Penalize AI Content?

Updated August 5, 2026 with a fourth month of data and a new chapter: what Bing did with the same content, and why ranking in Bing did not get us into ChatGPT. Can you shortcut your way into AI Search by publishing thousands of AI-generated blog posts with a single click? We tested it. We […]

Read More
dead citations study otterlyai
AI Search Experiences

Dead Citations: 19.3% of AI Search Sources Are No Longer There

Every AI Search answer is built on sources, and the engine cites them. A practical question follows: are those sources still there? When ChatGPT, Gemini, or Google AI Mode points to a page as evidence, does that page still exist, or is the engine citing something that is already gone? OtterlyAI studied 20M+ URLs cited […]

Read More
Reddit engagement experiment AI Search GEO
GEO Experiments

Active Reddit Communities Get Cited x9 Times More

Reddit is the most cited source in AI Search. In this study, OtterlyAI tracked over 8,000 Reddit citations across 126 subreddits and found that community content consistently appears in AI-generated answers at a rate that outpaces most other content categories. That makes Reddit more than a social platform for GEO purposes. It is an active […]

Read More
FREE TRIAL

Give Otterly.AI a free try today.

Otterly.AI is the new way of AI search monitoring and optimizing for AI-searches and LLMs. Easily monitor your brand, competitors and search prompts (keywords). And discover how visible your brand is. Sign up