Screenery

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Your docs' newest readers are AI agents

Coding agents now read documentation on a developer's behalf, and on one docs host they make about as many requests as browsers do. An agent can't ask what a screenshot meant. It learns your UI from what the page gives it, so a stale picture or a vague description teaches it the old screen.

How much docs traffic is agents

The best public numbers come from Mintlify, which hosts documentation for other companies and can see who requests it. It has published two reports, measured two different ways. Read them as two snapshots, not one line on a chart.

Report Finding How it was counted
March 2026, published 3 April 2026 AI coding agents made 45.3% of about 790 million requests over 30 days. Browsers made 45.8%. Claude Code alone was 25.2%. Each request sorted by its user-agent header, the name a client sends with every request.
Midyear report, published 29 July 2026 Agents made 66% of measured traffic in July 2026, up from 15.2% at the start of the year. Agent requests are machine routes plus requests from known AI addresses or user agents. Human visits are page loads counted in the browser.

How far to trust those numbers

So don't say "two thirds of docs readers are AI". Say that on Mintlify's sites, agents make roughly as many requests as people or more, depending on how you count. That is enough to change how you write.

What an agent gets from a screenshot

An agent reading your docs page can get three things from a screenshot:

Each of those can be stale. If the image shows last year's settings page, an agent that looks at it learns last year's settings page. If the alt text says "Settings screenshot", the agent learns nothing, and a screen-reader user doesn't either. Agents then walk your users through what they learned, with full confidence.

What to do

How Screenery helps

Screenery keeps the third point true. Your tests capture the screenshots, and a push on the default branch moves each one's @latest URL, so an agent that fetches the image gets the build you just shipped. Alt text stays yours to write; put it next to the URL in your docs.

Agents can also work with Screenery directly. Its MCP server, a standard way for an agent to call a service's tools, lets a coding agent set up screenshots for a repository and compare a pull request's screenshots with @latest. See Screenery for AI agents.

Sources

Every page below was opened on 13 November 2026, and each number on this page was checked against it.

  1. Mintlify, "The state of agent traffic in documentation (March 2026)", 2026
  2. Mintlify, "The state of docs traffic: a 2026 midyear report", 2026
  3. W3C, "Understanding SC 1.1.1: Non-text Content", WCAG 2.2

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