How agent-ready are the leading software brands?

Where the leaders fall short.

Median score per area, across the brands where the area could be measured.

The most common gaps.

1. 1. WebMCP tools an agent can call 21 of 21 sites fail this check · Act An agent arriving on this page is given no actions at all. It has to read the screen and guess where to click, which is slow and frequently wrong.Fix: Register WebMCP tools for the two or three things a customer actually comes here to do: check availability, request a quote, book, add to cart, apply a promotion. Each tool is a name, a short description and a typed input. The browser session already carries the login, so there are no API keys or tokens to issue.How to fix it
2. 2. Products stated as machine readable offers 14 of 14 sites fail this check · Commerce Your products are pictures and prose to an agent. It has to guess the price by reading the page, and a guessed price is one it will not commit to.Fix: Emit Product JSON-LD on every product page with an offers block carrying price, priceCurrency, availability as a schema.org URL, and sku or gtin13. Missing here: a Product block, a price, a currency, stock availability, a SKU or GTIN.How to fix it
3. 3. Stock and variants exposed 14 of 14 sites fail this check · Commerce An agent cannot reliably tell what is in stock or which variant it is selecting, so it risks recommending something you cannot ship.Fix: Publish availability on every offer using the schema.org values (InStock, OutOfStock, PreOrder) and expose variants with hasVariant or an AggregateOffer, so an agent picks a real purchasable combination rather than a guess.How to fix it
4. 4. A customer can give their agent access 11 of 11 sites fail this check · Delegate
5. 5. Account jobs an agent can do 11 of 11 sites fail this check · Delegate
6. 6. Machine readable capability manifest 20 of 21 sites fail this check · Act
7. 7. Buying path works without running JavaScript 13 of 14 sites fail this check · Commerce
8. 8. Phone and email as real links 19 of 21 sites fail this check · Act
9. 9. Whole catalogue available in one machine readable place 12 of 14 sites fail this check · Commerce
10. 10. Agentic commerce endpoint (UCP or ACP) 12 of 14 sites fail this check · Commerce

Every score, no names.

Each bar is one of the 25 brands we could scan, highest first. Brands are counted, not named.

How we chose and measured.

Who: Ranks the top 100 private cloud companies by market leadership, valuation, operating metrics and culture, as judged by Forbes and its partners. Source: Forbes, with Bessemer Venture Partners and Salesforce Ventures, The Cloud 100 (2025) (2025-09-03). Sneeze It clients are left out.

When: each brand's main website was scanned once, October 25, 2026, by AgentReadyBot, which identifies itself on every request, obeys robots.txt and never tries to get past a bot wall. Public pages only. Sites change, so a brand's score today may differ. We rescan every month. The full method is on the methodology page.