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Insights & Strategies

The AEO Blog

Deep dives into answer engine optimization, AI visibility, and the strategies that keep your brand discoverable.

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ChatGPT SearchRedditAI CitationsAEOGoogle AI Overviews

Reddit's ChatGPT Search Citations Just Fell 86% — What the Data Shows (and Doesn't)

A Promptwatch report published August 18, 2026 found Reddit's share of ChatGPT Search citations collapsed from 3.8% to 0.52% in days — though the analysts themselves can't yet confirm whether it's an algorithm change or a data-collection issue.

Aug 20, 2026·8 min read

All Posts

PerplexityAI AgentsAEO

Perplexity Just Blocked a Publisher's Ads From Its AI Agents — What That Means for Your Agent-Facing Content

On August 11, 2026, Perplexity confirmed it is blocking sponsored content Time embedded in the markdown pages it serves to AI crawlers, calling the practice deceptive and warning of a trust-score hit — a rare, on-record case of an answer engine actively policing content inside the pages it retrieves.

Aug 12, 20269 min read
llms.txtaeoai crawlers

llms.txt: What It Is, Who Respects It, and How to Write One

llms.txt is a proposed markdown file that curates a site's key content for AI systems — here's the honest, sourced 2026 answer on who actually reads it (almost no major AI search engine), what it's genuinely good for, and how to write one correctly.

Aug 8, 202632 min read
Agentic CommerceAI AgentsPerplexity

Amazon Just Lost Its Legal Shield Against AI Shopping Agents: What the Perplexity Ruling Means for Your Site

A Ninth Circuit ruling on August 4, 2026 held that Perplexity's Comet AI agent didn't violate federal hacking law by shopping on Amazon for its users — one of the first federal appeals rulings on AI agents acting on a website on someone's behalf, and what it means for your own AI-agent strategy.

Aug 6, 20268 min read
GEOSEOAEO

GEO vs SEO: What Actually Changes When AI Answers the Query

SEO optimizes to rank a page; GEO optimizes to get a passage cited inside an AI-generated answer — here's exactly what changes in signals, measurement, and content structure, with sourced 2026 data on clicks, backlinks, and brand mentions.

Aug 1, 202638 min read
ChatGPTYelpLocal SEO

ChatGPT Just Got Access to 330 Million Yelp Reviews: What It Means for Local AI Visibility

OpenAI and Yelp announced a data-licensing deal on July 23, 2026 that feeds ChatGPT real-time reviews, ratings, and a 'Request a Quote' feature — here's what it changes for local and multi-location businesses trying to get recommended by AI.

Jul 24, 20267 min read
ChatGPTAEOAI Search

How to Get Your Brand Cited by ChatGPT: The Complete Playbook

ChatGPT cites only 15% of the pages it retrieves. This playbook covers exactly what separates cited pages from discarded ones — technical eligibility, content structure, and earned authority — with sourced, dated 2026 data.

Jul 19, 202628 min read
AEOGuide

What is AEO? The Definitive Guide to Answer Engine Optimization (2026)

This guide covers what AEO is, why it matters, how it differs from SEO and GEO, the data behind it, and a step-by-step process for implementation — with every statistic sourced and verifiable.

Mar 7, 202637 min read
SchemaTechnicalGuide

Schema Markup for AEO: The Essential Guide

Learn how to implement JSON-LD schema markup to make your website AI-readable and improve your answer engine visibility.

Mar 5, 20262 min read
AEOAI SearchGuide

What is Answer Engine Optimization (AEO)?

A comprehensive guide to Answer Engine Optimization: what it is, why it matters, and how to optimize your brand for AI-powered search engines and assistants.

Mar 1, 20262 min read