BrandLM.AI vs The Ghost Report

In each answer, tracked brand names are highlighted as they appear and tallied below, together with the pages the AI cited.

The most-starred AI agent repos with no public commit signal in 90+ days. Stars measure past hype; liveness measures present reality. The gap is the story.

About BrandLM.AI

In each answer, tracked brand names are highlighted as they appear and tallied below, together with the pages the AI cited. Prompt What are the best running shoes for marathon training?. If your brand is absent or poorly positioned, you can lose consideration before a user ever visits your website. BrandLM shows how major AI systems describe your brand, what they get right or wrong, which competitors they surface, and where your positioning is weak.

About The Ghost Report

The most-starred AI agent repos with no public commit signal in 90+ days. Stars measure past hype; liveness measures present reality. The gap is the story. GitHub stars measure how much hype an agent once had. These are the most-starred agent repos we index that have shown no public commit signal in 90 + days, past popularity, present silence. Stars are historical and never decay, which is exactly why they make a poor liveness signal on their own.