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DATASET SPECIFICATION: Q3 2026•INDEPENDENT OBSERVABILITY

State of AI Commerce Index (2026)

Independent benchmark tracking how autonomous AI shopping agents (ChatGPT Search, Google Gemini, Perplexity) discover, crawl, and transact across 1,280+ active Shopify stores.

Methodology & Dataset Scope:

Data sampled from public direct-to-consumer storefront endpoints across North America and Europe between July and September 2026. Tests evaluate structured JSON-LD schemas, variant identity mapping, GS1 GTIN coverage, and simulated UCP cart handoff. Internal merchant private inventory and Merchant Center feeds are outside the scope of storefront observability.

Stores Audited

1,284

Industry Avg Score

62.8/100

Avg GTIN Coverage

58.2%

Checkout Ready

32.4%

Readiness Breakdown by Vertical

CategoryStoresAvg ScorePrimary Failure
Footwear & Athletic14268Variant ID mapping gaps
Beauty & Skincare21854Missing GS1 child-barcodes
Apparel & Fashion38461Size/Color option ambiguity
Electronics & Gear19682Out-of-stock latency
Supplements & Health16549Unverified ingredient microdata
Home & Living17958Missing shipping policy schema

Where Does Your Store Rank in the Index?

Benchmark your catalog against these 1,280+ stores. Discover which AI shopping agents can successfully crawl and purchase your products.

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Relayeo State of AI Commerce Index • Built by Relayeo