amberfront

AI agents are already shopping your store.

ChatGPT, Gemini, and Perplexity now buy directly from Shopify. Stores with a configured storefront get recommended. The rest get skipped. Sixty seconds tells you which one you are.

The shift

Shopify turned every store into an API for AI shoppers.

Since Shopify’s Agentic Plan launched, every store exposes an MCP endpoint that shopping agents query for products, policies, and checkout — whether the merchant configured it or not. An unconfigured endpoint answers badly. A store that answers badly doesn’t get recommended, and never finds out why.

The proof

See what agents see. Right now.

We query your live MCP endpoint, catalog API, and product schema, then score what comes back. Our own heuristic model — not an official Shopify score — and it finds real gaps.

Full PDF report to your inbox — no credit card, no sales call.

The system

What we actually do.

01

Audit

Live queries against your MCP server, UCP catalog, and JSON-LD schema. You get a scored report with the exact failures.

02

Configure

We fix the endpoint, rewrite the feed so models parse it, and build your Knowledge Base — policies and the twenty questions shoppers actually ask.

03

Monitor

Monthly re-scores, description refreshes, and competitor tracking so your store keeps winning the recommendation.

The offer

Priced like a deliverable, not a retainer pitch.

Starter

$997 one-time

MCP verification and config, feed enrichment, Agentic Plan activation, Knowledge Base setup.

Choose Starter
Most Popular

Growth

$297 /mo

Starter, plus monthly AI-channel reporting, description refreshes, new-product onboarding, competitor monitoring.

Choose Growth

Elite

$997 /mo

Growth, plus a post-purchase retention agent: abandoned cart, win-back, reviews, upsell — email and SMS.

Choose Elite

30-day money-back guarantee on Starter. Full comparison on the pricing page.

The trust

Built by people who read the changelog.

We work at the protocol level: MCP servers, UCP catalog calls, JSON-LD, feed structure. Every claim in your report is a real response from your store’s own endpoints — you can replay the queries yourself. No screenshots of dashboards you can’t verify.

Built onShopifyAnthropicVercelSupabase

5–7 days

Starter delivery

30 days

Money-back guarantee

$0 monthly

Starter is one-time

Find out what the agents think of your store.

The audit is free and takes about a minute. The report is specific enough to act on with or without us.

System activityillustrative · names anonymized

Agent audited brightthreads.myshopify.com — score: 34/100MCP endpoint configured for summitgear.myshopify.comKnowledge Base deployed — 20 Q&A entries indexedAI recommendation triggered for wildcraft.myshopify.comFeed enrichment complete — 847 products updatedCompetitor shift detected — 3 stores gained position