See how customers find you in AI answers and Google Search
Alice is your AI growth agent. She discovers buyer questions, checks your AI visibility, and helps improve your website and content.
Stop guessing how to get found in AI answers.
Illustrative findings · responses + site checks
Discover
Your buyers ask more than you think.
Alice suggests buyer questions you may not have considered, helping you monitor more of the ways people discover, compare and choose a business like yours.
Track both questions about your brand and questions that don’t name you yet.
Example · fictional booking-software business
Branded
“Is ExampleCo good for clinics?”
Buyer
“What’s the best booking software for a small clinic?”
Alice suggests
“Which booking tools help reduce no-shows?”
Alice asks. Your visibility picture updates.
Every day, Alice checks your monitored questions across Google AI, ChatGPT and Claude. Your Alice home page brings together visibility scorecards, trend charts, and a table showing citations and mentions across engines.
| Customer question |  Google AI |  ChatGPT |  Claude |
|---|---|---|---|
| Is ExampleCo good for clinics?Branded question | Cited | Cited | Mentioned |
| online booking softwareBuyer question | Mentioned | Not cited | Cited |
| how to reduce no-showsBuyer question | Not cited | Not cited | Not cited |
| cheapest booking toolBuyer question | Cited | Mentioned | Not cited |
Google AIChatGPTClaudeGoogle AIChatGPTClaudeGoogle AIChatGPTClaudeGoogle AIChatGPTClaudeFictional ExampleCo account with sample numbers. Cited means a page on your site is linked in the answer. Mentioned means you are named with no link back. When an AI returns no sources at all, Alice records that separately instead of counting it as a miss.
Checked every day and kept as a series. On every paid plan: Google AI Overviews, ChatGPT (OpenAI model with web search, not the ChatGPT app) and Claude (Anthropic API with web search, not claude.ai).
Know what changed. Know what to do next.
Get a weekly report with visibility trends, citation gaps, suggested buyer questions, and your next content or publishing priority. Your Alice home page keeps the daily detail.
On Autopilot Beta Alice also drafts the fix as a pull request, and the blog or LinkedIn post, for you to approve. How it works →
Understand
Know what’s missing—and where to focus.
Alice combines website checks with analysis of AI responses and cited sources to help answer three practical questions:
- Can AI read your site?
- Find access and content-readability problems that may prevent AI from seeing what you offer.
- Where should you publish?
- See which channels appear in cited sources and where your content could be useful, from your website to YouTube or LinkedIn.
- What are competitors doing differently?
- Compare the content AI cites with yours. Get suggestions for topics, explanations or examples worth adding or improving.
Alice’s citation analysis
ExampleBuyer question
“Best booking software for clinics?”
A booking walkthrough
The cited video demonstrates clinic setup and appointment reminders.
Your content · gap
Features without a demo
Your page lists the features, but doesn’t show how they work for a clinic.
Alice’s suggested next step
Publish a clinic walkthrough on YouTube.
Show setup and reminders, then add the demonstration to your product page.
Fictional example of source-based analysis. A suggested channel does not guarantee a citation.
Improve
Go from a finding to a draft you can use.
Alice helps prepare webpage changes, blog posts and articles that address the gaps she finds, with the aim of improving AI visibility and organic search traffic.
Review the suggested changes and drafts, refine them, and approve what goes live.
Autopilot · BetaFor code changes through the GitHub integration, Alice can prepare a pull request for review.
Explore how Alice works →Example · from finding to approval
Finding
Your content doesn’t explain how appointment reminders work.
Alice prepares
A clearer product-page section and an article explaining the workflow.
You decide
Review, edit and approve the changes before publishing.
Record a change.
Follow the trend.
Tell Alice when you publish a blog post or update a product page. She stores the event alongside your visibility history so you can see what changed afterward.
See what changes over time
Record growth events. Alice stores them and compares trends.
+56%
AI visibility · 28 days
- 1Blog post published Day 8
- 2Product page updated Day 19
Sample events and numbers. Correlation does not establish cause.
AI, organic search and paid traffic. One place to review.
Alice reconciles connected search and paid traffic data so you can review your online marketing alongside AI visibility and identifiable AI referrals. See how traffic sources are changing and where to investigate next.
Alice reconciles connected search and paid traffic data. AI referrals are included only when identifiable; AI-answer visibility is a separate measurement.
What early users found.
From design partners using Alice on their own data.
Alice found that AI could not read my site at all. The content only rendered in the browser. She gave me a fix I could act on.
We discovered and removed test traffic counted as signups. Our reports finally reflect real customers.
We did not know how to do SEO, let alone GEO. Alice showed which topics matter, where competitors are cited, and what to do next.
Why not just ask ChatGPT?
One conversation doesn’t show the whole picture. Asking ChatGPT alone doesn’t show what Google AI or Claude says about your business. Alice checks across engines, keeps a history, suggests more buyer questions, and turns the findings into content recommendations and drafts.
Checks across AI engines
See which engines mention or cite your business for the same buyer question. Checks cover Google AI Overviews and the OpenAI and Anthropic models with web search.
Daily checks. Weekly reports.
Follow branded and buyer questions over time, with scorecards, trends and a weekly report. Alice suggests additional questions to cover more of what buyers ask.
Analysis you can act on
Understand why competitors are cited, what your content may be missing, and which channels to consider publishing on, based on the sources in AI answers.
Prefer to stay in your assistant? Add Alice to ChatGPT, Claude, or Cursor and run the audit without leaving the chat.
Start with your website. Find your next opportunity.
Run a free website check to see the issues Alice can help you investigate.