For small business owners and managers
Can customers find your business?
Alice works 24/7, checking your visibility in Google and AI answers daily, tracking changes, and preparing clear next steps.
Google SearchGoogle AI
ChatGPT
Claude
GeminiGoogle Search
Your product page ranks #3 in Google Search.
Alice’s next move
review the pages ahead of you for content gaps.
Google AI
Your product page was cited in an AI answer.
Alice’s next move
keep tracking whether it stays cited.
Claude
Your competitor was recommended. You weren’t.
Buyer question: “What’s the best product for …?”
Alice’s next move
prepare a comparison article for your review.
Gemini
Your competitor appeared in 2 AIs for 3 days straight.
Alice’s next move
examine the cited content for gaps in yours.
ChatGPT
Your blog guide “How to choose the right product” was cited.
Alice’s next move
track this question and suggest related topics.
Alice’s overall analysis
Most AIs know your brand. They don’t recommend your product yet.
Buyer question: “What’s the best product for …?”
Your competitor is gaining ground
They appeared across 2 AIs for 3 days straight.
Alice’s next move
Prepare a comparison article for the buyer questions where they lead, and post a tutorial on YouTube.
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, Claude and Gemini. 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 | Gemini |
|---|---|---|---|---|
| Is ExampleCo good for clinics?Branded question | Cited | Cited | Mentioned | Cited |
| online booking softwareBuyer question | Mentioned | Not cited | Cited | Mentioned |
| how to reduce no-showsBuyer question | Not cited | Not cited | Not cited | Not cited |
| cheapest booking toolBuyer question | Cited | Mentioned | Not cited | Cited |
Google AIChatGPTClaudeGeminiGoogle AIChatGPTClaudeGeminiGoogle AIChatGPTClaudeGeminiGoogle AIChatGPTClaudeGeminiFictional 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), Claude (Anthropic API with web search, not claude.ai), and Gemini.
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.
CHOOSE HOW YOU WORK
Get answers sooner. Take action. Stay in control.
Alice investigates and prepares the next step. You decide what changes and what goes live.
Swipe to compare all options →
| What matters | AliceStart free · US$99–299+/mo | Professional SEO / GEO toolsUS$199–699+/mo · example plans | SEO / GEO agencyFrom US$3,000/mo · service example |
|---|---|---|---|
| Your control | Set priorities, review drafts, and approve changes before publishing. | Direct control over research and settings; you manage execution. | Agree priorities, access, and approval rights with the agency. |
| Time to first insight | Run a free website check without signup. Connect data for ongoing analysis. | Initial research can be immediate; tracking history builds after setup. | Depends on onboarding, access, and the agreed delivery schedule. |
| Speed to action | Go from a finding to suggested next steps and drafts for your review. | Act on the findings yourself or assign your team; automation varies. | Work is scheduled and delivered within your service agreement. |
| Ease of use | Built for non-technical owners. Plain-language findings and guided next steps. | Built for hands-on analysis. Learning and setup depend on the tool. | Specialists operate the tools; you brief the team and review their work. |
| Best fit | Owners and small teams who want guided action | Specialists who want detailed research and controls | Businesses seeking a managed service |
| Getting started | Start with your website. Connect data as you grow. | Configure projects, tracking, and data sources. | Brief the team and agree on scope and access. |
| Monitoring and analysis | Daily AI checks, trends, and competitor insights explained together. | Dashboards, research, and recommendations; capabilities vary. | Analysis and reporting within the agreed scope and schedule. |
| Turning findings into work | Alice suggests next steps and prepares content drafts for review. | You or your team run the workflow; some tools also draft content. | The agency recommends or implements work under your agreement. |
Why not just ask ChatGPT?
One conversation doesn’t show the whole picture. Asking ChatGPT alone doesn’t show what Google AI, Claude or Gemini 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, Gemini, 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.