Updated 2026-10-04. Ranked by capability breadth across our 7 readiness dimensions, weighted by real-world usage. An agent that needs more dimensions is harder to satisfy but more capable when your site is ready.
Widest capability range. Handles identity, endpoints, and MCP. If your site works with ChatGPT, it works with most agents.
Strong reasoning over structured data. Excels when your agent.json and services are well-formed.
Checks the most dimensions. If Dots gives you green, everyone does. Use it as your hardest test.
Free, connected to Shopify and Stripe, owner-approval model. The agent your customers already have.
Strong at finding and summarizing business info. Make sure your llms.txt is clean.