Share of voice, not screenshots
We quantify how often you are cited versus competitors on an agreed prompt set, so progress is comparable month to month.
Screenshots of one ChatGPT answer are not a program. Answer engine optimization only becomes manageable when you track a defined prompt set over time, compare against competitors, and show whether citation share actually moved. That is what AEO reporting is for. We use PromptRush to sample real AI answers weekly, then package citation share, sentiment, and coverage into reporting agencies can white-label or brands can take to leadership. Pair reporting with execution via /llm-seo-services or /whitelabel-aeo-agency when you need the work behind the charts.
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We quantify how often you are cited versus competitors on an agreed prompt set, so progress is comparable month to month.
Reports are structured for client decks and white-label use. Methodology stays clear enough to defend live.
Every report highlights gaps worth fixing - entity, content, or corroboration - not charts for charts' sake.
PromptRush weekly sampling figures. We report citation share, sentiment, and prompt coverage against competitors every month.

Define the buyer and category prompts that matter, including branded, unbranded, and competitor-comparison queries.
You know which prompts, which assistants, and which sampling windows feed the numbers.
Share of voice only means something against a defined competitor set.
Exports and narratives fit client reporting cycles without reinventing the deck each month.
Reporting can stand alone or plug into our AEO delivery and white-label teams.
Clear visibility into AI citations and a basis for prioritizing AEO work.
Replace "we think ChatGPT likes us" with citation share trends leadership can trust.
Coverage gaps show where content and citation work will move SOV fastest.
Agencies retain accounts when AI search has a KPI, not just a buzzword slide.
Agencies and brands that needed AI visibility measured like a real channel.
“We finally had AEO numbers that survived a client Q&A. Share of voice by prompt is now a standing agenda item.”
“PromptRush reporting showed we were strong in ChatGPT and invisible in Perplexity. That changed our content plan overnight.”
“White-label AEO reports let us productize AI search without building a measurement stack ourselves.”
“Sentiment tracking caught a wave of negative AI answers after a PR issue. We would have missed it with rankings alone.”
Align on assistants, competitors, stakeholders, and the decisions reporting must support.
Lock the prompt list and capture the first citation and SOV baseline.
Stand up weekly sampling and monthly report templates for your audience.
Use gaps to steer AEO work, then watch SOV respond in subsequent reports.
AI answers change. AEO reporting has to sample repeatedly on fixed prompts, or you are managing noise. We treat assistants like a measurable channel.
When you need execution behind the metrics, connect reporting to /llm-seo-services or our white-label AEO offering.
Common questions about our aeo reporting, process, and what to expect.
See where you rank in Google and whether ChatGPT, Perplexity, and AI Overviews mention your brand.