AI agent glossary: terms in plain English
In short
38 terms that come up when AI agents, bots and agent readiness are discussed, each defined in one or two sentences with a dated, sourced example. Each term has its own page that says where it matters for a leader and links to related terms. Use it before a meeting with your web team.
The terms, A to Z
- ACP (Agentic Commerce Protocol)
- An open standard from OpenAI and Stripe for agents to check out with merchants; the basis of ChatGPT's commerce features. More on ACP (Agentic Commerce Protocol).
- AEO (answer engine optimization)
- Tracking and improving how a brand appears in AI answers. It measures mentions and citations, not whether an agent can finish a task on your site. More on AEO (answer engine optimization).
- Agent experience (AX)
- How an AI agent experiences your business once it arrives: whether it can find, read, act on, pay and trust your site. The business counterpart of user experience. More on Agent experience (AX).
- Agent journey
- A recorded run in which an agent is given a real task on a site, with every step, stall and outcome logged. More on Agent journey.
- Agent readiness
- How well a site supports AI agents across finding, reading, acting and paying. Scanners turn it into a score; the self-check turns it into decisions. More on Agent readiness.
- Agent signup
- An agent creating an account and getting credentials for a person, with that person's approval. More on Agent signup.
- Agentic checkout
- A purchase completed inside an AI assistant or by an agent, with the merchant still selling the item. More on Agentic checkout.
- AgentReady
- An open, MIT-licensed list of what a product should implement so agents can find, read and act, maintained by Ora with partners. It names practices and scores no one. More on AgentReady.
- AI agent
- Software that carries out a task on the web for one person, right now: it reads pages, fills forms, compares options and sometimes pays. Different from a crawler, which collects pages in bulk. More on AI agent.
- AI crawler
- A bot that collects pages in bulk on its own schedule, to train a model or build an AI search index. Blocking it changes what an AI system knows about you later, not a customer's request now. More on AI crawler.
- AI search crawler
- A crawler that indexes pages so an AI search product can answer questions and cite them later. More on AI search crawler.
- API
- A documented way for software to ask your systems for data or to do something, without using the web pages. More on API.
- Bot management
- Tools at your CDN, host or firewall that identify automated visitors and allow, challenge or block them. It is where a robots.txt decision is actually enforced. More on Bot management.
- Buy for Me
- Amazon's feature that completes a purchase of an eligible product on another retailer's site for the customer. More on Buy for Me.
- Connector
- A link between a personal agent and a service, so the agent can use that service directly with the user's permission. More on Connector.
- Content Signals
- A line in robots.txt that states how your content may be used, for example for search, AI input or training. More on Content Signals.
- Grounded answer
- An agent's answer built from the business's own pages rather than from search results or other sites. More on Grounded answer.
- HTTP status code
- The three-digit code a server returns with every page, such as 200 for found and 403 for forbidden. Agents trust these codes. More on HTTP status code.
- Initial HTML
- The page as your server first sends it, before any scripts run. Many agents read only this version. More on Initial HTML.
- JavaScript rendering
- Building page content in the visitor's browser with scripts after the page loads. Readers that do not run scripts see an empty or partial page. More on JavaScript rendering.
- llms.txt
- A proposed plain-text file that points AI tools to a site's most useful pages, written for language models. More on llms.txt.
- Markdown negotiation
- A site returning a plain markdown version of a page when an agent asks for one with the header Accept: text/markdown. More on Markdown negotiation.
- MCP (Model Context Protocol)
- An open standard for offering an AI agent a set of named actions it can call, such as search providers or book an appointment. More on MCP (Model Context Protocol).
- Merchant of record
- The business legally selling the item, responsible for payment, refunds and customer service. In most agent checkouts it stays the merchant. More on Merchant of record.
- Mixed-use crawler
- One crawler that does both search indexing and AI training, so refusing one used to mean refusing the other. More on Mixed-use crawler.
- OpenAPI
- A standard file format that describes an API so software, including agents, can read what it does. More on OpenAPI.
- Pay per crawl
- Charging AI crawlers a fee for each page they fetch, collected through your CDN. More on Pay per crawl.
- robots.txt
- A public text file at the root of a site that tells automated visitors which parts they may visit. It is a request, not a lock. More on robots.txt.
- Scanner
- A tool that checks a site against agent readiness practices and returns a score and failing checks. It checks files and settings, not your business decisions. More on Scanner.
- Sitemap
- A file that lists the pages you want automated visitors to find. Useful, though agents mostly arrive by following links. More on Sitemap.
- Structured data (JSON-LD)
- Facts such as price, availability and opening hours written in a machine-readable format inside the page, usually Schema.org in JSON-LD. More on Structured data (JSON-LD).
- Training crawler
- A crawler that takes pages to train or fine-tune an AI model. Most providers let you refuse it separately from search. More on Training crawler.
- UCP (Universal Commerce Protocol)
- Google's open standard, built with retailers and Shopify, that lets AI surfaces such as AI Mode and Gemini check out with a merchant. More on UCP (Universal Commerce Protocol).
- User agent
- The name a browser or bot gives itself with each request. Robots.txt rules and bot settings use these names, such as GPTBot or ChatGPT-User. More on User agent.
- Verified bot
- A bot whose operator has proven its identity to your CDN or bot vendor, through signatures, published IP ranges or a directory. More on Verified bot.
- Web Bot Auth
- A proposed standard in which an agent signs its requests so a site can check who operates it, rather than trusting the name it claims. More on Web Bot Auth.
- WebMCP
- A proposal that lets a web page tell an agent in the browser which actions it offers, as named tools, instead of the agent guessing at buttons. More on WebMCP.
- x402
- A way for a site to ask for payment inside the web request itself, so an agent can pay a small amount and retry without an account. More on x402.
Sources
- Meta: Introducing Muse (8 Sep 2026) (about.fb.com/news/2026/09/introducing-muse-personal-ai-agent), read 4 Nov 2026.
- Cloudflare: The Internet has a second audience (30 Sep 2026) (blog.cloudflare.com/agentic-web), read 4 Nov 2026.
- Ora research: AX is the new AEO (8 Oct 2026) (ora.ai/blog/ax-is-the-new-aeo), read 4 Nov 2026.
- Scrunch pricing (scrunch.com/pricing), read 4 Nov 2026.
- Ora home page (ora.ai), read 5 Nov 2026.
- RFC 9309 Robots Exclusion Protocol (rfc-editor.org/rfc/rfc9309), read 4 Nov 2026.
- Scorecard methodology: the crawl of 4 Nov 2026 (amireadyforagents.com/scorecards/methodology), read 4 Nov 2026.
- Cloudflare: Disallow AI Training, Accountable crawlers (15 Sep 2026) (blog.cloudflare.com/accountable-mixed-use-ai-crawlers), read 4 Nov 2026.
- Cloudflare changelog: New options to manage AI traffic (1 Jul 2026) (developers.cloudflare.com/changelog/post/2026-07-01-ai-traffic-options), read 4 Nov 2026.
- Cloudflare: Introducing the Agent Readiness score (17 Apr 2026) (blog.cloudflare.com/agent-readiness), read 4 Nov 2026.
- Cloudflare AI Crawl Control docs (developers.cloudflare.com/ai-crawl-control), read 4 Nov 2026.
- AgentReady.org guide (agentready.org), read 4 Nov 2026.
- Zocdoc for Agents (markdown) (zocdoc.com/business/welcome-agents.md), read 4 Nov 2026.
- Cloudflare: the agentic internet, WebMCP example (6 Aug 2026) (blog.cloudflare.com/the-agentic-internet), read 4 Nov 2026.
- Meta: Muse for Small Business (29 Sep 2026) (about.fb.com/news/2026/09/introducing-muse-small-business), read 4 Nov 2026.
- Google: holiday shopping updates (16 Sep 2026) (blog.google/products-and-platforms/products/shopping/google-shopping-updates-holiday-shopping), read 4 Nov 2026.
- OpenAI commerce docs: key concepts (developers.openai.com/commerce/guides/key-concepts), read 4 Nov 2026.
- Ora llms.txt (ora.ai/llms.txt), read 4 Nov 2026.
- Amazon: Meet Alexa for Shopping (aboutamazon.com/news/retail/alexa-for-shopping-ai-assistant), read 4 Nov 2026.
- Introducing AgentReady.org (19 Oct 2026) (ora.ai/blog/agentready-launch), read 4 Nov 2026.
- Cloudflare: Agents can now create Cloudflare accounts (30 Apr 2026) (blog.cloudflare.com/agents-stripe-projects), read 4 Nov 2026.
- Sector scorecards dataset, edition 4 Nov 2026 (amireadyforagents.com/scorecards), read 4 Nov 2026.
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