Recommendation board
Prioritized work is tied to evidence from the latest measurement.
ai-cmo.dev
GEO is real. We measure it.
ai-cmo.dev scores how ChatGPT, Claude, Gemini, Perplexity and Grok present your product — then runs the fixes from inside your repo. One install, first score in 60 seconds.
Start free
Install the MCP serverdidit.me sign-in — private beta
GEO score
First measurement in progress
- Visibility
- Pending
- Share of voice
- Pending
- Position
- Pending
- Sentiment
- Pending
- ChatGPT
- Claude
- Gemini
- Perplexity
- Grok
Measure
See the answer engines as a measurable channel.
Each run records where your product appears, how competitors rank, which sources get cited, and how the result changes over time.
Read how scoring worksAct
Turn the next recommendation into a measured change.
The operator moves from evidence to a draft, waits for review, and measures again after the change ships.
“A recommendation is not done until the change is reviewed and the next run shows what moved.”
Draft in the repo
The operator prepares a reviewable change where the source content lives.
docs/quickstart.md
− vague setup title
+ install and measure in 60 secondsVerify the result
Approved work queues a fresh run so the next score records what moved.
Re-measurement
Queued after the reviewed change
Compared with the prior run when complete
First 60 seconds
Install, approve, measure.
01
Install
Add the MCP server from the terminal where you use your coding agent.
Terminal
claude mcp add ai-cmo -- npx -y ai-cmo-mcp02
Approve the workspace
A browser window opens for didit.me sign-in and workspace approval.
MCP authorization
ai-cmo.dev MCP is requesting access
Choose the workspace the server may measure and approve the connection.
03
First score lands
The checked-in score shape handles the run-in-progress state and updates when measurement completes.
GEO score
First measurement in progress
Works with Claude Code, Cursor, and Codex.
Pricing