What we found when we audited botlington.com itself

What we found when we audited botlington.com itself Rule one of selling something: make sure it works on yourself first. We sell agent token audits. So we audited botlington.com — the product that does the auditing — against the same framework we use on everything else. Can an agent discover us? Use us? Get what it needs without wasting tokens? Here's what we found. The setup Our audit framework scores across six dimensions: Agent Discoverability — can an agent find you and understand what you do? Token Efficiency — how much noise does your interface create for an agent? Auth UX for Agents — can an agent complete the auth flow without a human? Tool Interface Quality — are your endpoints clean and predictable? Error Communication — do you fail gracefully and informatively? Documentation Density — is the information agents need easy to find and parse? Score 1–10 on each. Multiply by weights. 60/100 is the "your agent is burning money" threshold. The findings Dimension 1: Agent Discoverab