How it works

From a URL to a verdict, in four steps.

Alice does the measuring; you make the calls.

Audit your site

What AI crawlers can read, per bot. Free, no signup.

Connect your data

Search Console and GA4. Two clicks, read-only.

Alice measures, every week

Who AI answers cite, and what that traffic became.

You get the verdict

Fixes in Beta

One priority named, plus fixes you approve.

Three questions we hear every week

“Why do competitors appear when we don’t?”

Alice shows which AI answers cite you, which cite a competitor, and what on your site blocks the crawlers. Weekly, per engine. Google AI Overviews live; ChatGPT, Perplexity and Claude in Beta.

Free audit · Search Console

AI answers · this weekExample

AIOChatGPTPerplexityClaude

best [category] softwarenot citednot citedcitednot cited

Cited instead: competitor-a.com, competitor-b.com

[category] for small teamscitedcitedcitednot cited

Cited instead: competitor-a.com

how to [job your buyer hires you for]not citedcitednot citednot cited

Cited instead: competitor-c.com, a forum thread

[your product] vs [competitor]no answercitedcitedcited

Cited instead: competitor-a.com

Each engine probed separately, weekly, and kept as a series. AIO is Google AI Overviews (live); ChatGPT, Perplexity and Claude are in Beta.

“Are our visibility efforts actually working?”

Alice probes the same buyer questions every week and keeps the series, so you see the trend, not the noise. Every number is checked against your own data.

Search Console · GA4

Weekly series · 6 weeksExample

Cited, of 7 watched

3 ▲ from 1

Non-brand impressions

2,140 ▲ 51%

queries citednon-brand impressions

Same queries every week, kept as a series. Deltas are checked against your own Search Console before they are reported.

“Is this visibility producing customers or revenue?”

Alice connects the pages AI cites to the visits they get and to your outcome event: signups, leads, or orders. What cannot be attributed is reported as unknown, never guessed.

Search Console · GA4 · Stripe or Shopify

Cited pages × GA4 · 28 daysExample

SearchAI assistants

Cited pages127

Visits to those pages1,12038

Reached your outcome (signups)314

Arrived with no referrern/aunknowable

⚑9 signups recorded on a dev host were excluded from this count. The number above is the one Alice will quote.

The verdict

One bottleneck, named. Even when it is not the thing we sell.

Every week Alice weighs three plain questions against your own data and names the one actually holding you back. If the leak is your landing page rather than your visibility, it says so, even though visibility is what we sell.

Weekly verdictExample verdict

Your bottleneck this week: the landing page, not your visibility.

People are finding you, in search and in AI answers. The page is losing them before they sign up. Fix the page first; crawler settings can wait.

Being found

2,140 non-brand impressions · cited in AI answers on 3 of 7 watched queries

fine

Convincing them

Only 1.1% of landing visitors sign up · 68% leave within 8 seconds

fix this

Reaching value

41% of signups reach the first value event

fine

Autopilot

Beta

Knowing is not the same as fixed.

Connect the GitHub App and Alice turns a finding into a pull request against the exact file, and drafts the blog and LinkedIn posts that earn citations. She never merges or publishes: you review and press the button.

Alice01

Finds it

A blocked crawler, a page AI cannot read.

Alice02

Drafts it

A pull request, a blog post, or a LinkedIn post.

You03

Review

The diff and the baseline behind it.

Nothing ships without you.

You04

Merge or publish

Next week the verdict says if it moved.

How Alice is built

Built on Claude. Verified by us.

The brain is Claude, the same model you already use. Around it we built the tools, the connections to your own data, and the layer that matters most: verification. Nothing reaches you that has not been checked against your own numbers.

Scroll sideways to see the whole diagram →

See it on your own site.

Free to start. No credit card required.

Try Alice free →