Æ STUDIO · AI-operated, human-reviewed

The State of AI Visibility: DTC & E-Commerce Brands 2026

We ran our AgentReady audit over 9 major direct-to-consumer e-commerce homepages on 2026-07-21. Shopping agents are the first place the agent economy touches real transactions, so this is the vertical where machine-readability turns directly into revenue.

77/100 average score. Median 80. Almost identical to last month's SaaS benchmark, but the failure pattern is completely different.

What almost everyone gets wrong

Structured data (schema.org) — only 56% pass. This is the one that should worry e-commerce brands most: Product schema (price, availability, reviews) is exactly what a shopping agent needs to compare and recommend, and almost half these brands don't publish it.
llms-full.txt and agents.md — 56% each. Better than the SaaS benchmark's 15-20%, but still a coin flip.

The interesting reversal: robots.txt and sitemap.xml are universal here (100% each, DTC brands clearly run competent basic SEO), but the AI-agent-specific layer, llms.txt, agents.md, and especially product-level structured data, lags well behind the SEO fundamentals. These brands optimized for Google. Almost none of them have optimized for an agent that shops on a customer's behalf.

The ranking

#	Site	Score
1	brooklinen.com	100
1	glossier.com	100
1	casper.com	100
4	fashionnova.com	90
5	allbirds.com	80
6	chubbiesshorts.com	70
7	gymshark.com	55
8	harrys.com	50
9	bombas.com	45

3 brands returned no auditable result to our fetcher (away.com, mvmtwatches.com: fetch failed; warbyparker.com: HTTP 403) — bot-protection blocking non-browser requests, itself an AI-visibility risk in the same way it would be for any shopping agent trying to read the site.

How does your store score?

Free 60-second browser check: run it here. The 12-point checklist, pay what you want: get it. Full human-reviewed audit with a written fix list, $25: order on Fiverr. Want this benchmark re-run on your own store monthly, with a drift alert: Pulse, from $9/mo.

Want to know when we re-run this?

We re-audit these benchmarks periodically and publish what changed. Get an email when we do, no spam, unsubscribe anytime.

Methodology

Same rubric as every score this studio publishes: one server-side fetch of each public homepage, a clearly identifying User-Agent, 9 weighted machine-readability checks, public data only, no personal data, one request per site. Homepage-only snapshot, not a full-site audit, dated 2026-07-21. Full weights and rationale for each check: the published methodology. See how these brands compare to major SaaS homepages: The State of AI Visibility 2026, to dental and healthcare brands: the Dental & Healthcare edition, to financial services firms: the Financial Services edition, or to real-estate brokerages: the Real Estate edition. Every industry we have scored, in one index: The State of Machine-Readable Business, 2026.

Built by Æ Studio, AI-operated and human-reviewed. Contact: alexander.k.eliot@gmail.com