AI Visibility + Agentic Commerce Audit for Jewelry Designers — Red Pin Geek
Red Pin Geek — For Jewelry Designers

Your website is beautiful.
But can AI shopping agents find it — or sell it?

The AI Visibility + Agentic Commerce Audit shows you exactly what's stopping buyers from finding your work in search, in AI-generated answers, and in the next generation of agentic shopping — before your competitors figure it out.

"I needed to find someone to make a custom ring from an heirloom stone, so I asked ChatGPT: 'Where's the best place to get custom jewelry in the Denver area?' ChatGPT said Bohemi was the place to go — so here we are."

— Bohemi client, out-of-state inquiry

+38%
Total Sales YoY
+53%
Website Sessions
26
AI Mentions
The Problem

Search is changing faster than most jewelry designers realize.

Google doesn't just rank pages anymore — it summarizes them. ChatGPT doesn't just answer questions — it recommends brands. And a new generation of AI shopping agents is about to start buying on behalf of customers. Most jewelry designers are invisible to all three. Not because their work isn't good enough. Because their website isn't structured for the way discovery actually works in 2026.

AI tools like ChatGPT and Perplexity recommend other jewelers — not you
Your products have no machine-readable identifiers — AI agents literally cannot parse them
LLM crawlers may be accidentally blocked on your site right now without you knowing
Your collections exist but aren't discoverable by the buyers searching for them
You have no product feed — which means no path to agentic commerce enrollment
You don't know if the problem is your schema, your structure, your content — or all three
Why This Is Different

I ran this audit on my own jewelry brand first.
Here's what I found.

I'm not an outside consultant telling you what jewelry designers should fix. I'm a jewelry designer who built handmade gemstone pieces from a Denver studio — and I created this audit because I needed it myself.

When I ran the AI Visibility + Agentic Commerce Audit on Andrea Li Designs, five categories came back strong. One stopped everything.

Agentic Commerce Readiness: NOT READY.
No product identifiers. No feed infrastructure. No machine-readable specs. No fulfillment data in schema. AI shopping agents couldn't read a single product on my site — even though everything else was in good shape. That's the gap most jewelry brands don't know they have.
CategoryRating
Technical FoundationHIGH
AI Visibility SignalsHIGH
LLM Crawler AccessPASS
Content ArchitectureMEDIUM
Internal Linking StructureHIGH
Agentic Commerce ReadinessNOT READY

Actual score card from the Andrea Li Designs audit. The same 6-category report your brand will receive.

What Is Agentic Commerce

What happens when AI doesn't just recommend products — it buys them.

Google's Universal Cart Protocol. OpenAI's Agentic Commerce Protocol. Amazon's Buy for Me. These aren't future concepts — they're live and expanding right now.

The brands whose products are structured for agentic discovery get recommended. The brands who aren't don't appear in the answer at all.

Most jewelry brands on Squarespace and Shopify aren't ready. Most won't be for another 12–18 months.

The brands who act now will have a 12-month head start.
How It Works in Practice

A buyer tells ChatGPT: "Find me a one-of-a-kind tourmaline ring under $800."

ChatGPT searches. It finds structured product data. It reads machine-readable specs, identifiers, and availability signals. It surfaces the brands whose products it can actually parse.

If your products aren't structured for agentic discovery, you don't appear in that answer — even if you have exactly what the buyer is looking for.

The Audit

6 categories. One complete picture of your visibility.

01

Technical Foundation

H1 structure, schema consistency, indexing signals, and sitemap completeness — including whether your collection and product pages are actually in your sitemap.

02

AI Visibility Signals

Meta descriptions, FAQ schema, entity associations, and whether AI tools can accurately understand and summarize your brand when a buyer asks about you.

03

LLM Crawler Access

Whether GPTBot, ClaudeBot, PerplexityBot, and other AI crawlers can access your site — or are accidentally blocked in your robots.txt without you knowing.

04

Content Architecture

Your Identity Layer, Product Layer, and content gaps — including whether your buyer's search language connects to your collection and product pages.

05

Internal Linking Structure

Link rot risk, collection vs. product-level linking, and whether your highest-authority pages are building equity in the right places — or losing it when pieces sell.

Free Download

See both reports before you buy.

Download the actual Tier 1 Snapshot and Tier 2 Full Audit from Andrea Li Designs — a working gemstone jewelry brand based in Denver. Real findings, real gaps, real Agentic Commerce Readiness score. Nothing redacted.

Both reports arrive immediately. No sequences, no spam — just the PDFs.

Download the Sample Reports — Free
Andrea Li Designs — Tier 1 Snapshot
Technical FoundationHIGH
AI Visibility SignalsHIGH
LLM Crawler AccessPASS
Content ArchitectureMEDIUM
Internal LinkingHIGH
Agentic Commerce ReadinessNOT READY
The Full Audit shows every gap behind each rating — and exactly what to fix.
The Audit

Choose your level of clarity.

Tier 1

Visibility Snapshot

$97
Full site crawl and page inventory
6-category scored report card including Agentic Commerce Readiness
Agentic Commerce Readiness rating (NOT READY / EARLY / PARTIAL / READY)
Top critical gaps with severity ratings
Delivered as branded PDF within 5 business days
Tier 3

Full Audit + Strategy Call

$997
Everything in Tier 2
60-minute strategy call with Andrea
Implementation sequencing tailored to your timeline
Developer brief prepared and reviewed on the call
Recording provided for your team's reference
Add the Agentic Commerce Implementation at checkout — $297. Fix the gaps your Full Audit uncovers. Available on the Tier 2 checkout.
After Your Audit

Your audit finds the gaps.
The Implementation fixes them.

After your Full Audit is delivered, you'll have the option to add the Agentic Commerce Implementation — a done-for-you package where Andrea personally builds your product data infrastructure and delivers everything ready to implement.

One implementation session moves your Agentic Commerce Readiness from NOT READY to EARLY.

Add it at checkout on the Full Audit tier — $297
📄
Schema Kit
Ready-to-paste structured data code for your exact platform — Squarespace, Shopify, WooCommerce, or Wix.
📊
Product Data Report
Full readiness assessment with per-product gap checklists — hand it to your VA or work through it yourself.
📦
ACP Feed + UCP Feed + Supplemental Feed
Three CSV files ready for Google Merchant Center and agentic commerce protocol enrollment.
📋
Feed Guide
Step-by-step setup instructions, maintenance schedule, and your OOAK sell-out protocol.
Is This For You?

Built for independent jewelry designers who are ready to fix what's broken.

This is for you if…
You sell handmade or custom jewelry online
You want to be discoverable in AI search and agentic commerce before your competitors are
You have a developer or VA who can implement changes
You're serious about organic and AI visibility long-term
You want a roadmap — not more vague SEO advice
You're ready to invest in your site as a sales asset
This isn't for you if…
You're looking for a quick-fix or guaranteed rankings
You're not planning to implement changes in the next 90 days
You don't have anyone to execute the technical recommendations

"How was I operating without this?"

— Heather Ng, Owner of Bohemi | Alternative Engagement Rings, Boulder CO

What felt most frustrating before?

"Marketing, SEO, and online visibility felt overwhelming and constantly shifting. I couldn't wrap my head around how people actually find you online, what strategies matter, or what truly works. With LLMs and AI increasingly shaping search, things felt even more confusing."

Was there a turning point?

"As soon as we started building out the Stone Catalog and Trust pages, I suddenly realized how woefully lacking my website had been before. I thought, 'How was I operating without this?' Those additions made it feel professional, trustworthy, and aligned with how we actually work with clients."

What would you say to someone on the fence?

"Imagine you're out in the open sea, floundering. You don't know which direction to go, what kind of vessel you need, or even where land is. Then a strong — but steady — wave comes along and carries you to shore. That wave is Andréa."

+38%
Total Sales Year-over-Year
+53%
Website Sessions
26
AI Mentions across ChatGPT, Google AI, and Perplexity
"ChatGPT said Bohemi."
Out-of-state client who found Bohemi through ChatGPT — and booked a custom ring
Ready to Start

Stop wondering what's wrong.
Find out — before the window closes.

The brands who understand agentic commerce in 2026 will have a 12-month head start on everyone else. The audit takes under 5 business days to deliver. The clarity lasts years.