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Agent-Ready Index · Magnesium · Pilot · 23 Sep 2026

Pilot report

Can an AI shopping agent actually buy your product?

AI assistants now complete purchases on the shopper's behalf. Being recommended is no longer enough: the storefront must let an agent find every variant, read the terms, verify the claims and check out. We scored four magnesium storefronts on the six layers an agent walks through, 0-3 each, 18 max.

Layers: 1 Access (robots, bot-blocking) · 2 Catalog (variants as data) · 3 Protocol (UCP / ACP endpoint with a real catalog) · 4 Terms (price, shipping, returns as data) · 5 Trust (named lab, certificate links) · 6 Path (guest checkout, no domain hand-offs)

LayerNutricostShopifyPure For YouShopifyThornecustom stackPure Encaps.routing page
1 Access3open3open3open3open
2 Catalog3all variants as data3full catalog0no data, no JSON-LD0catalog empty
3 Protocol3UCP live3UCP live0none1file, nothing behind
4 Terms2shipping in banner only2shipping unverified1one price, no terms0none
5 Trust1no lab named1not verified2NSF, no link0none
6 Path2guest checkout1hidden from cited domain0nothing to close with0domain fork
Total14 / 18
readiness gaps observed
13 / 18
readiness gaps observed
6 / 18
found; path incomplete
4 / 18
not visible
NutricostShopify · readiness gaps observed
14 / 18
  • Access 3 · open
  • Catalog 3 · variants as data
  • Protocol 3 · UCP live
  • Terms 2 · shipping in banner
  • Trust 1 · no lab named
  • Path 2 · guest checkout
Pure For YouShopify · readiness gaps observed
13 / 18
  • Access 3 · open
  • Catalog 3 · full catalog
  • Protocol 3 · UCP live
  • Terms 2 · unverified
  • Trust 1 · not verified
  • Path 1 · hidden from cited domain
Thornecustom stack · found; path incomplete
6 / 18
  • Access 3 · open
  • Catalog 0 · no data
  • Protocol 0 · none
  • Terms 1 · one price
  • Trust 2 · NSF, no link
  • Path 0 · nothing to close
Pure Encapsulationsrouting page · not visible
4 / 18
  • Access 3 · open
  • Catalog 0 · empty
  • Protocol 1 · file only
  • Terms 0 · none
  • Trust 0 · none
  • Path 0 · domain fork
Platform beats brandShopify switched on UCP for everyone. A value brand on Shopify scores 14; a premium NSF-certified brand on a custom site scores 6.
Lost on architectureReviews cite pureencapsulations.com, a fork page with an empty catalog. The real store (pureforyou.com) is agent-ready but invisible from there. One fix closes the gap.
Two kinds of agentsHTML-reading agents saw one Nutricost price; protocol agents saw all three variants. A store can be ready for one and blind to the other.

What we do next. Full audit with live agent runs (30-50 shopper briefs across ChatGPT, Perplexity, Gemini, agentic browsers) plus marketplace paths (Amazon, iHerb, Walmart). Then our engineers ship the fixes on your storefront and listings, and we re-run the audit to show the before/after.

Request an audit hello@shelfsignal.pro

Pilot based on public files and pages observed on 23 Sep 2026; no carts created, no checkouts performed. Scores are indicative. Brand names are used for identification only; no affiliation implied.