How do I report AI visibility every month?
Run the same fixed set of prompts every month, record whether and where your brand appears in each engine, and compare against last month's baseline. Then add what you changed and what the engines cited. Of the engine documentation reviewed here, only Google describes reporting for its AI features, so the rest comes from your own repeatable checks.
Free to read, no signup. Nova runs the set and drafts the monthly report for you.
What reporting exists today
Of the documentation reviewed, only Google describes reporting for its AI features. The rest depends on your own repeatable checks.
AI features count in Search Console
Google says traffic from AI features is included in overall search traffic and appears in the Performance report under the Web search type, so you can see queries and clicks, though not split out as AI.
AI features and your websiteMeeting requirements is no guarantee
Google notes that meeting its requirements does not guarantee crawling, indexing or serving. Month-to-month results can move for reasons outside your control, so compare trends, not single days.
AI features and your websiteFive steps to a monthly AI visibility report
Do it by hand with these steps, or hand the whole thing to Nova.
Fix the prompt set
Freeze the same 25 to 50 buyer prompts you track. Only change them when your product or market changes, and note the date.
Nova: keeps your prompt set fixed and flags when it should change.
Run it in each engine
Ask every prompt in each engine, in a fresh session, on the same day each month. Record whether you appear, where and which links are cited.
Nova: runs the set across ChatGPT, Perplexity and Gemini on a schedule.
Work out answer share
For each engine, count the prompts where you appear and divide by the total. Do the same for your top competitors.
Nova: calculates answer share for you and your competitors.
Add what changed and why
List pages you published or fixed, new sources that cite you and anything that moved. Note that answers vary from run to run.
Nova: links each change to the actions you approved.
Share it and set next month's actions
Lead with the change since last month, then three actions for next month. Keep the format the same every month.
Nova: drafts the report and next actions for your approval.
Short on time? Nova, your AI brand visibility expert, runs this Maneuver on your brand and tracks the result.
Take it to NovaA monthly report, month on month
| Engine | Last month | This month | Change | What drove it |
|---|---|---|---|---|
| ChatGPT | [N]% of prompts | [N]% of prompts | [+/- N] | [Page fixed on DATE] |
| Perplexity | [N]% of prompts | [N]% of prompts | [+/- N] | [New citation from SOURCE] |
| Gemini | [N]% of prompts | [N]% of prompts | [+/- N] | [No change] |
Nova then keeps each month's snapshot, so trends build over time and every change is traceable to an action.
Take this Maneuver into your own AI agent
Get monthly-debrief.md, a ready-to-use skill file with a run log, an answer-share table and a report template. Drop it into Claude, Cursor or any agent that reads SKILL.md files.
Skill file for Claude, Cursor and other agents
- A repeatable monthly run log
- An answer-share calculation
- A one-page report template
Questions, answered.
Relevant reads
All articlesLet Nova draft your monthly report
Nova opens with this Maneuver loaded. You approve every report before it is shared.