Why did our visibility drop
The chart went down and someone wants to know why. Get an answer built on evidence, not a shrug.
The prompt
Review our AI visibility over the latest 30 days. Compare us with the leading brands, identify the prompts where we are weakest, and give me three evidence-backed priorities.
- Claude
- ChatGPT
- Cursor
- n8n
- Lovable
Works with any MCP client
What you get
Visibility, share of voice, ranking, and sentiment in one consistent frame
The specific prompts and models where the drop lives
Citation shifts associated with the decline
Retrieved data clearly separated from interpretation
Three priorities you can defend in front of anyone
Why this works
This runs as a guided workflow on the Nimt server. The assistant holds one date range and model filter throughout, reports what the data shows versus what it infers, and never claims a source caused a result it's merely associated with. Rigor by default, which matters when the answer goes to your boss.