Author

Edgar Li

Cofounder at Lectern

Edgar is a cofounder at Lectern, helping growth-stage companies teach AI models to accurately represent and recommend their products - turning that visibility into high-intent traffic and revenue. A product builder who thinks in narrative and customer value, he now applies that lens to helping founders win in AI search.

Posts by Edgar Li

Does Updating Old Content Help AI Citations?

Does Reddit Affect ChatGPT Answers?

Does Schema Markup Help AI Citations?

How Google AI Overviews Choose Sources

How Long Does AEO Take to Show Results?

How Often Do AI Answers Change?

How to Get Cited in Perplexity

How Agencies Report AI Visibility to Clients

Mention vs Citation in AI Answers

How to Track AI Referral Traffic in GA4

Agent Readiness Score: What It Measures

AI Crawler Blocking: Which Bots to Allow

AI Share of Voice: How to Measure It and Read It

AX vs AEO: What's the Difference?

We Blocked AI Crawlers for Five Months

AI Visibility: The Complete Guide

AEO vs GEO (vs SEO): Does the Name Matter?

Best AEO & AI Visibility Tools 2026: 10 Compared

Comparison Listicle Template for AI Citations

llms.txt Doesn't Work. Here's the Data.

How to Track Brand Mentions in ChatGPT

What Is AEO? Answer Engine Optimization Guide