Do coding agents choose your tool, or your competitor?
Developers hand work to coding agents, and the agents choose the tools. AgentRank runs Claude Code and Codex in real, controlled repositories and records whether your tool gets named, installed, compiled, and kept. Then we diagnose the failures and test whether a fix moves the result. Built for dev-tool companies.
Your standing with coding agents is measurable. And once it's measured, it's movable.
Visibility tools count mentions. We measure what agents do.
We ask the way developers ask ("add auth", "send a welcome email", "let users upload files"), hundreds of sessions per category. Then we record what the agent actually does: named, installed, compiled, kept. Split by model, because the same tool can win on one model and lose on the other.
Most tools are invisible to the agents your customers use.
Named means agents mention you when asked what to use. The answer is rarely a list: in our transcripts, the agent names one pick, dismisses an alternative or two, and starts installing.
Named isn't installed.
Agents name plenty of tools, but only install one. The gap never shows up in your analytics: the developer just ships whatever the agent picked.
A broken build sends the agent to someone else.
An agent installs you, then the build breaks on code written from outdated docs, and it quietly retries with a competitor. We run every build and record the result.
One “modernize this” prompt can delete you from a codebase.
Refactors are routine work for agents. Retention measures whether your integration survives one, or gets silently swapped for a rival or a self-hosted stack.
We don't just measure. We move the number.
Every fix targets a failure we measured. Then we re-run the exact benchmark and put the before and after on the record.
Find where you lose agents
We read the failing runs and pinpoint where agents skip you, break the build, or drop you in a refactor.
Write what agents need
Corrected docs, examples, and SDK guidance, targeted at exactly the failures we measured.
Watch it move
We re-run the exact benchmark, same prompts, same models, and put the before and after on the record.
Agents are already picking winners. Find out if you're one.
Your engagement results stay private. Public research follows one published policy for everyone.