Aliceby TranX
How it works

From a URL to a verdict, in four steps.

Alice does the measuring; you make the calls.

1
Audit your site

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

2
Connect your data

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

3
Alice measures, every week

Who AI answers cite, and what that traffic became.

4
You get the verdict
Fixes in Beta

One priority named, plus fixes you approve.

Three questions we hear every week
01

“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 on every paid plan; ChatGPT (OpenAI model with web search, not the ChatGPT app) and Claude (Anthropic API with web search, not claude.ai) in Beta on paid plans.

Free audit · Search Console
AI answers · this weekExample
AIOChatGPTClaude
best [category] softwarenot citednot citednot cited
Cited instead: competitor-a.com, competitor-b.com
[category] for small teamscitedcitednot cited
Cited instead: competitor-a.com
how to [job your buyer hires you for]not citedcitednot cited
Cited instead: competitor-c.com, a forum thread
[your product] vs [competitor]no sourcescitedcited
Cited instead: competitor-a.com
Each engine probed separately, weekly, and kept as a series. AIO is Google AI Overviews, checked on every paid plan. On paid plans, in Beta: ChatGPT (OpenAI model with web search, not the ChatGPT app), and Claude (Anthropic API with web search, not claude.ai).
02

“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%
W1W2W3W4W5W6
queries citednon-brand impressions
Same queries every week, kept as a series. Deltas are checked against your own Search Console before they are reported.
03

“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.

AliceWhat you getweekly verdict · briefing · reports · fix and next-action suggestionsOUR KEY LAYERVerification layerEvery number is checked against your own data, backed by sources.If it cannot be verified, Alice does not say it.Tools we builtWebsite scanGrowth checkerCitation probeReconciliationAnalyticsVisualizationData and tools we connectSearch ConsoleGA4Google AdsFacebook AdsShopifyStripeGitHubSQL databaseClaude, by Anthropicthe brain. The same model you already use.THE AGENTWE BUILTTHE BRAIN
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