AI visibility reports

What it does

Two ways to see how AI engines (ChatGPT, Perplexity, Claude, Gemini) treat the client: the monthly AI visibility report tracks citations over time, and the AEO test is a point-in-time brand scorecard.

Use it

AI visibility, monthly. Asks the tracked AI questions on each engine (3 samples each), shows how often the client is cited per engine and the change against last month, which competitor domains win the answers, and whether the site is ready for AI answers (llms.txt, schema). Every rate is shown with its range and the number of answers, and a change is only called a change when it is significant. "Run the AEO visibility report." or simply "Are we cited in ChatGPT?"

• Agent: AEO / GEO Visibility Monthly (aeo-visibility-monthly)
• Model tier: Haiku · cost cap per run: $1.50
• Needs: aeo_probes, web_crawl · uses when connected: google_analytics_4, google_search_console
• Delivered as: docx

AEO test. Grades how the engines perceive the brand on five weighted dimensions (sentiment, presence quality, recognition, share of voice, market position) into a 0 to 100 score, scores up to 3 competitors on the same questions, and explains why each result surfaced. The result is a visual dashboard; running it again updates the same page and shows the change. "Run the AEO test."

• Agent: Nexus AEO Tester (aeo-tester)
• Model tier: Haiku · cost cap per run: $4.00
• Needs: aeo_probes · uses when connected: web_crawl

• Confirm the brand name and competitors when Nexus asks.
• For a prospect, only a website is needed: Nexus creates the prospect first, then runs the test.
• "Send me the AEO test as a PDF." saves the scorecard to the client's Drive.

Which one?

• Recurring tracking for an onboarded client: the monthly AI visibility report (the AEO/SEO engine schedules it).
• A one-off grade, or a sales hook: the AEO test.

Troubleshooting

• The AEO test didn't produce a scorecard. Nexus quotes the reason the run gave; fix that input (usually the brand or website) and run it again.
• The monthly report has few questions. The tracked AI questions are thin. See the tracked AI questions guide.

Prompts

• "Run the AEO visibility report."
• "Are we cited in ChatGPT?"
• "Run the AEO test."
• "Send me the AEO test as a PDF."

Machine twins: /help/aeo-visibility.json · /help/aeo-visibility.md · /help.json · /llms.txt

Reviewed 2026-10-15. In Slack, ask Nexus how do I … and it answers from this guide, with where your company stands.