July 19, 2026

The trust math behind showing your actual people and your actual work.

What ChatGPT, Gemini, and Perplexity look for before they put a name in the answer.

What Thumbtack, Angi, and lead sites actually sell you, and the lever they never hand over.

The system market leaders use to own how customers come in, explained in plain terms.