Lefty Media

New Lefty Notes. We asked AI about eight clients twice, once with the internet on and once with it off. On, seven of eight right. Off, seven of eight wrong, and one came back as a carpet cleaning outfit in Las Vegas that turned out to be a genuine company with the same name as...

I ran an analysis last week that came back with a finding I liked, and it was wrong.

Comparing crawler traffic across the client sites we manage, fifteen of twenty one comparisons showed shared infrastructure. Same addresses, a different declared identity per site. That pattern...

I read a zero wrong for weeks and it is worth explaining why. We monitor AI crawler activity across the sites we manage. One site showed zero for an entire category of crawler. I read that as low interest, which is the obvious read. The requests were arriving. They were being...

A client of mine has never been recommended by AI. Not once across hundreds of queries on ChatGPT, Claude, and Perplexity. Recognition is not the problem. Ask directly and every model describes him accurately. So I inverted it. Instead of auditing the client, I pulled every...