AI shopping visibility
Run a controlled before / after audit across the four major LLMs. Install our MCP endpoint so AI agents can read your live catalog, stock, and pricing. See the citation lift on real shopper queries — sourced layer-by-layer, no black-box scores.
Before / after across 12 controlled AI shopping queries
Tested across ChatGPT, Claude, Gemini, and Perplexity · scored against the merchant's competitor set
Controlled before / after across ChatGPT, Claude, Gemini, and Perplexity. 12 shopper queries scored against your competitor set. Citation rate, link-out behavior, and competitor co-mention — all visible, all reproducible.
Total addressable market sized in five layers — real Google Keyword Planner volumes, 2026-anchored AI-share research, measured citation rate (not a guess), benchmark CTR / conversion / AOV / halo. Defensible dollar number for finance.
Live MCP endpoint reads your catalog and stock at request time, not from a stale scrape. llms.txt, schema, and content-readiness audits surface the specific products and pages that block citations. Re-measure weekly, chart the lift.
Three steps. Each one answers a question your team will ask.
Paste your storefront URL. We run 12 shopper-style queries against ChatGPT, Claude, Gemini, and Perplexity twice — once with no context (BEFORE) and once with our MCP context injected (AFTER). Result lands in 60–90 seconds.
Auto-detected from your storefront. Five-layer TAM with cited sources per layer. Optionally paste an Amazon URL to upgrade the halo from a per-category default to a measured ratio derived from real BSR data. Defensible mid × +12mo number in a sensitivity grid.
One-click Shopify install. The endpoint serves live stock, catalog, and pricing data to AI agents in real time. Re-run the audit anytime to chart the citation lift; trend sparklines appear automatically in your saved Audit History.
One measurement layer across Shopify, WooCommerce, BigCommerce, and headless. Pick a backend; the audit and the MCP endpoint shape stay the same. Operator playbook reused across brands.
Reuse the audit + TAM playbooks across clients. Export Stakeholder-ready reports for QBRs. Measure per-client lift over time from a single tenant-scoped Audit History — never confuse one client's data with another's.
Run the audit yourself, or drop a note and we'll walk through it on a 20-minute call.
Everything merchants usually ask before connecting a store.
It measures whether AI assistants like ChatGPT, Claude, Gemini, and Perplexity cite your store, and gives your store an MCP endpoint so those assistants can read your live catalog, stock, and pricing.
Model Context Protocol is the open standard AI assistants use to read live data. Agentic Shelf hosts one for your store so agents query real-time product and inventory data at request time instead of relying on a stale scrape.
No. The Shopify integration uses read-only product and inventory scopes only. It does not read orders or customer information.
ChatGPT, Claude, Gemini, and Perplexity. Each audit runs the same shopper-style queries against all four.
Free Early Access while the product is in beta. You can run an audit and connect your store at no charge.
Run a free audit from the button above or install Agentic Shelf from the Shopify App Store. Connect your store and the dashboard provisions automatically — no token setup required.