Find the questions
We list the 50 to 100 questions your buyers ask AI before they choose someone like you.
→ your question setYour customers are asking ChatGPT, Claude and Gemini who to hire. Each answer names two or three businesses, and that's the whole list. CiteSparrow gets you on it, then shows you the proof every month.
Search gave people ten links to dig through. AI gives them one answer with a few names, and most people go with it.
If you're in that answer, you get the call. If you're not, the customer never knew you existed. And the AI decides who to name based on what the web says about you, which is something you can change.
We list the 50 to 100 questions your buyers ask AI before they choose someone like you.
→ your question setWe run every question through ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews.
→ your starting scoreWe find the sources AI cites for each question, and where competitors show up and you don't.
→ a ranked gap listClear answer pages on your site, plus mentions on the review sites, lists and forums AI trusts.
→ new content every weekA short monthly report: your score, the questions you're winning, and what's next.
→ monthly reportYour AI visibility score is the share of answers to your buyers' questions that mention you. We check it every week, across every major AI engine.
Example trajectory for illustration. Real results depend on your market.
Six quick questions give you a readiness score and the first three things to fix. For your real score across AI engines, get the free audit.
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It overlaps, but it's different. SEO aims for a spot on a results page. AI visibility aims for a mention inside the answer. AI engines lean on reviews, lists and forum threads, and they favor pages that answer a question directly. Good SEO helps, but it won't get you named on its own.
Changes on your own site can show up in some answers within weeks. Mentions on other sites take longer, often a few months. That's why we track weekly and report monthly, so you see the trend, not guesses.
No one honestly can. Nobody controls AI answers. What you get is a measured starting point, a clear plan, steady work, and a score you can watch move.
Any business whose customers research before they buy: local services, professional firms, software companies, online stores. If someone could ask AI "who's the best at what you do," it's for you.
A 30-minute kickoff about your customers and competitors, and a way for us to publish on your site. We handle the research, writing, outreach and reporting.
Free audit. Your score, your missing questions, and who's being named instead.