How is AI talking about your products?
Buyers now ask ChatGPT, Perplexity, Claude, Gemini, and all leading AI engines what to buy and get one answer with a few cited sources. Most brands are invisible in that answer. See where you stand in seconds.
Results in seconds. No login. No email. No credit card.
Every test runs 86 evaluations across 17 ranking signals
Scored against the LBOX AEO Standard v1.0, a 35 criterion page specification
Re-scored continuously as the engines change
Buyers stopped searching, and started asking.
AI is now the preferred way to decide what to buy. 44 percent of buyers trust it over Google, and brands that are not in the answer can lose up to half their search traffic. One answer. A few cited sources. Either you are in them, or you are not.
Sources: McKinsey, Winning in the age of AI search, 2025. AI-referral figure: Adobe Analytics, 2026.
The same product. The same questions. Better answers.
Push'ums by HangNailz, the original manufacturer page, scored against the Standard, then rebuilt on LBOX.
Before
their page
After
the rebuilt page
Scored across 86 evaluations and 17 ranking signals against the LBOX AEO Standard v1.0. Before is the original manufacturer page. After is the rebuilt page.
A different category. The same Standard.
Maeving RM1S, an electric motorcycle, scored on its manufacturer page against the Standard, then rebuilt on LBOX.
Before
their page
After
the rebuilt page
Scored across 86 evaluations and 17 ranking signals against the LBOX AEO Standard v1.0. Before is the original manufacturer page. After is the rebuilt page.
They tell you what to fix. We publish the page AI cites.
Diagnosis vs the fix
Every AI visibility tool hands you a checklist and stops. Your team still has to build the fix. We publish it.
Domain vs product
Brand-level dashboards average away the truth. Buyers ask about products. We test and fix at the product level.
Advice vs asset
A report expires. A hosted, indexable, always-current page compounds. And it routes buyer demand straight to your inbox.
The Instant Test
Enter your product and see its AEO score in under a minute. The only free test that works at the product level.
Who AI cites instead of you
The Citation Report
See exactly who AI cites instead of you, the buyer questions you are absent from, and what AI actually said.
The Published Page
A hosted, indexable product page built to answer the measured questions. Purpose-built to be cited.
LBOX AEO Standard
v1.0 · 35 criteria
Always Current
When the engines change, we update the Standard once and every published page follows. You do nothing.
How it works
01: Test
Enter your company website. We find your product and score it in seconds. The only free test in the category that works at the product level, not just the domain.
02: See the gap
The full report names who AI cites instead of you and the exact buyer questions AI answers without you, with the AI answers quoted.
Who AI cites instead of you
AI cited 3 competitors and 2 platforms instead of you
Questions you are absent from
AI answered these real buyer questions without you:
03: Publish the page
We publish a hosted, indexable page built to answer the measured questions, keep it current, and re-score it as the engines change. Others sell advice. You get the asset.

The product
You do not get a checklist. You get the finished page.
Other tools audit your website and hand you homework. LBOX hands you the asset: a finished, structured, publishable product page that is purpose-built to be cited, hosted where buyers and AI engines already look. When the requirements change, we update the standard once and every published page follows. You do nothing.
- Answer-first summary written for extraction
- Normalized technical specifications
- Real buyer questions, answered on the page
- Machine-readable structure throughout

An honest score. A frozen before. A visible after.
There is no industry standard for AI search visibility, so we built ours in the open: structured-data correctness per the public standards, the content levers shown to move generative visibility in peer-reviewed research, and repeated runs reported as a range because engines do not answer the same way twice. Your first score is frozen as the permanent before. Every gain is measured against it and shown to you. We would rather show you a smaller honest number than a bigger invented one.
Beyond visibility
Being the answer is the start. LBOX routes what follows.

Verified buyer offers
Buyers on LBOX verify their identity before they can make an offer. What reaches you is a real person, a real company, and a real request. No more mystery calls.

Find the buyers first
Reach decision makers with full product context, drawn from the same catalog buyers already search.

Your catalog, your page, your data
Manage your products, your company page, your images and your answers in one place. Corrections publish everywhere at once.
Pricing
Pricing built for brand owners.
Publish AI-ready pages, retest your visibility over time, and get verified buyer offers routed to you. See the current plans on the pricing page.
See pricingYour buyers are already asking.
Results in seconds. No login. No email. No credit card.
Questions
No. Traditional SEO targets the search results page. This targets the AI answer. They measure different things and they compound on each other. Most brands will run both, but the AI answer is where buyer intent is shifting fastest.
