No SEO or GEO expertise needed
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.
For businesses across industries. Alice uses your website and business context to tailor the questions and recommendations. The examples below feature manufacturing, ecommerce and a product brand.
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.
Manufacturing example · fictional business
Branded
“What custom parts can ExampleCo manufacture?”
Buyer
“Which manufacturers can make custom parts to my specifications?”
Alice suggests
“Which suppliers support a small first production run?”
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 |
|---|---|---|---|---|
| What custom parts can ExampleCo manufacture?Branded question | Cited | Cited | Mentioned | Cited |
| Which manufacturers can make custom parts to my specifications?Buyer question | Mentioned | Not cited | Cited | Mentioned |
| Which suppliers support a small first production run?Buyer question | Not cited | Not cited | Not cited | Not cited |
| How do I compare suppliers’ materials and sampling options?Buyer 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 Impact and Enterprise, 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 other platforms relevant to your category or industry.
- 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
Ecommerce exampleBuyer question
“Which desk chairs are suitable for a small home office?”
A chair comparison and fit guide
The cited video compares chair dimensions, adjustment options and space needed around a desk.
Your content · gap
Product features without fit guidance
Your product page lists features, but doesn’t help shoppers judge whether the chair fits their workspace.
Alice’s suggested next step
Help shoppers choose a chair that fits.
Add confirmed dimensions, adjustment ranges and a space-planning guide to your product page. Consider a comparison video based on the cited source.
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 · Beta · Impact / EnterpriseFor code changes through the GitHub integration, Alice can prepare a pull request for review.
Explore how Alice works →Product brand example · fictional outdoor brand
Finding
Your product pages don’t explain which backpack sizes suit different trip lengths.
Alice prepares
A clearer product comparison and a guide to choosing a backpack for a day hike or a weekend trip.
You decide
Confirm product sizes and specifications, then review, edit and approve 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.
CHOOSE HOW YOU WORK
Get answers sooner. Take action. Stay in control.
Alice investigates and prepares the next step. You approve what changes and what goes live.
Swipe to compare all options →
| What matters | AliceStart free · US$89–299+/mo | Other SEO / GEO toolsUS$199–699+/mo | SEO / GEO agencyFrom US$3,000/mo |
|---|---|---|---|
| Time to first insight | Fast Run a free website check without signup. Connect data for ongoing analysis. | Variable Initial research can be immediate; tracking history builds after setup. | Scheduled Depends on onboarding, access, and the agreed delivery schedule. |
| Your control | Full Set priorities, review drafts, and approve changes before publishing. | Direct Direct control over research and settings; you manage execution. | Agreed Agree priorities, access, and approval rights with the agency. |
| Speed to action | Assisted Go from a finding to suggested next steps and drafts for your review. | DIY Act on the findings yourself or assign your team; automation varies. | Managed Work is scheduled and delivered within your service agreement. |
| Ease of use | Guided Built for non-technical owners. Plain-language findings and guided next steps. | Technical Built for hands-on analysis. Learning and setup depend on the tool. | Delegated Specialists operate the tools; you brief the team and review their work. |
| Best fit | Owners Owners and small teams who want guided action | Specialists Specialists who want detailed research and controls | Businesses Businesses seeking a managed service |
| Getting started | Simple Start with your website. Connect data as you grow. | Configurable Configure projects, tracking, and data sources. | Scoped Brief the team and agree on scope and access. |
| Monitoring and analysis | Unified Daily AI checks, trends, and competitor insights explained together. | Detailed Dashboards, research, and recommendations; capabilities vary. | Managed Analysis and reporting within the agreed scope and schedule. |
| Turning findings into work | Prepared Alice suggests next steps and prepares content drafts for review. | DIY You or your team run the workflow; some tools also draft content. | Delegated The agency recommends or implements work under your agreement. |
Start with your website. Find your next opportunity.
Run a free website check to see the issues Alice can help you investigate.