◦ crumbless.agency · the blog
Notes from the loop.
How the model works, why we price the way we do, and how brands show up in AI answers. No fabricated case studies.
- What “agentic-native” actually means The agents are the execution layer, not a chatbot bolted onto a headcount model, and a senior operator signs every move.
- Why we charge a flat fee, not a percentage of spend Percentage-of-spend rewards the agency for spending more of your budget. A flat fee plus a performance share aligns with growth.
- Showing up in AI answers Buyers ask an AI before they ask you. A plain guide to AEO and GEO: being the source a model can find, understand, and cite.