How Visible Is Your Store to AI?

8 questions across the four pillars that determine whether AI platforms cite you, skip you, or send buyers to your competitors. Takes about 2 minutes.

0 of 8 answered
Pillar 1: Identity
My product pages mention the designer/maker name in the description text (not just the logo or header).
My product pages state the studio location, city, or country where the work is made.
Pillar 2: Structure
If I disable JavaScript, my product descriptions and prices are still visible on the page.
My product pages have structured data (schema markup) beyond the platform defaults.
Pillar 3: Content
The first sentence of my product descriptions states what the piece IS (material, type, gemstone), not how it FEELS.
My product pages include FAQ sections that answer common buyer questions (sizing, care, materials, styling).
Pillar 4: Interaction
My shipping timeline and return policy are stated on each product page (not only in the footer or a separate policy page).
My product pages clearly show availability status (in stock, made to order, or sold out) in the visible content.
0
out of 8
Identity
0/2
Structure
0/2
Content
0/2
Interaction
0/2
🔒
Your pillar breakdown is ready
Enter your email below to unlock your full results

Unlock Your Full Breakdown

See which pillars are holding you back, plus real before/after data from a store that went from invisible to cited above Deloitte on four AI platforms.

No spam. Unsubscribe anytime. Your score data is private.

Your Full Breakdown

What these numbers look like when you fix them

Real data from a 10-product optimization on andreali.com (April 2026):

Word count (avg)
186→406
FAQ questions
0→38 total
Schema items per product
6.9→9
Designer name on page
3/10→10/10
Location mentioned
0/10→10/10
Result
DA 7 site cited above Deloitte (DA 91) on 4 AI platforms

This self-assessment shows you where to look.

The AI Visibility Snapshot runs a real technical audit on YOUR store and tells you exactly what to fix, with prioritized action items you can implement yourself.

Get Your AI Visibility Snapshot ($97)

See the full case study to learn how these fixes played out on a real store.

FAQ

What does the AI Visibility Score measure?

The AI Visibility Score evaluates your store across four pillars of machine-first architecture: Identity (can AI identify who makes your products), Structure (can AI crawlers read your content), Content (do your descriptions lead with extractable facts), and Interaction (are your policies and availability machine-readable). Each pillar has two diagnostic questions for a total score of 0 to 8.

Is this a technical scan of my website?

No. This is a self-assessment based on what you know about your own store. It identifies which areas need attention so you know where to focus. For a real technical audit of your specific site, including schema validation, content analysis, and prioritized fixes, the AI Visibility Snapshot service provides a full written report.

Who is this assessment designed for?

Independent jewelry designers, small-batch makers, and studio-based brands selling from their own websites on platforms like Squarespace, Shopify, Wix, or WordPress. The framework applies to any product-based brand, but the questions and examples are tailored for handmade and artisan e-commerce.