The CMO's AI search report: benchmarking your brand vs competitors
CMOs increasingly need a board-ready view of how the brand performs in AI answers versus competitors. Here's what a complete AI share-of-voice report includes and how to produce one.
The CMO reporting problem
SEO dashboards show rankings and traffic, but they say nothing about whether AI assistants recommend your brand — a channel that now shapes buying decisions. CMOs are being asked "how do we show up in ChatGPT and Google's AI?" and most teams can't answer it with data, let alone put it on a slide.
What a complete AI share-of-voice report includes
A boardroom-ready AI visibility report should cover:
- Your mention and citation rate across engines (ChatGPT, Perplexity, Google AI Overviews, AI Mode, Gemini, Claude).
- Share of voice versus a defined competitor set — who AI recommends instead of you.
- Stable scoring (repeated runs with a confidence interval), not a single volatile snapshot.
- Trends over time and the specific prompts where you win or lose.
How CiteLens produces the report
CiteLens tracks how often your brand — versus your top competitors — appears in AI-generated answers across the major engines, then surfaces it in shareable, executive-ready reports. You benchmark share-of-voice across a custom competitor set, monitor trends, and export a view your CMO can act on immediately. No manual prompt-testing required.
Generate your first CMO report
Set up your brand and top competitors, add the questions your buyers ask, and run a scan. Within minutes you have a competitor share-of-voice benchmark with confidence intervals — the kind of number a CMO can take to the board. Start free.
Frequently asked questions
What is AI share of voice?
AI share of voice is the percentage of AI-generated answers, for a defined set of prompts, in which your brand is named or cited versus your competitors — the AI-era equivalent of traditional share of voice.
Which engines should a CMO report cover?
At minimum ChatGPT, Perplexity, Google AI Overviews and AI Mode; ideally Gemini and Claude too, since each reaches different buyer segments.
Can I export the report?
Yes — CiteLens produces shareable, executive-ready output with competitor share-of-voice and trends you can bring straight to a leadership meeting.
Related reading
Alper Tekin is the founder of CiteLens, a GEO and AI-visibility platform. He researches how AI engines like ChatGPT, Perplexity, Claude and Google's AI Overviews decide which brands to recommend and which sources to cite, and writes about generative engine optimization based on original data.