AGENT READY · UK · 2026
Is your business ready for AI agents?
Agent readiness is the new visibility benchmark for UK small businesses. AI agents from ChatGPT, Claude, Gemini and Perplexity now find, evaluate and transact on a customer's behalf. AEO-REX® helps you become discoverable, structured and transaction ready, so agents can find you, trust you, and act on your customer's behalf.
Definition
What agent readiness means
Agent readiness is the measure of whether AI agents can find your business, read your offer without guessing, and complete a booking or purchase on a customer's behalf. It sits on top of AEO and replaces SEO as the relevant test for the next decade.
For most of the last 20 years, your website's job was to rank in Google so a human could click, scroll, and decide. Agent commerce changes the customer. The customer is now an AI agent acting on behalf of a human, and the agent reads your site programmatically. It looks for clean URLs, machine readable schema, an explicit AI policy at llms.txt, a permissive robots.txt, and a published capability surface so it knows what actions it can take on your behalf.
When those signals are present, the agent can recommend you, compare you accurately against alternatives, and complete a transaction without sending the customer to a form they will not fill in. When the signals are missing, the agent recommends a competitor whose site is readable.
Discoverable
Agents must find and read your business. AEO-REX publishes the policies and signals that let AI crawlers and agents access the right pages.
llms.txt · robots policy
Structured
Agents trust structure. AEO-REX marks up your services, prices and entity graph in schema.org so machines read your offer without guessing.
schema.org · entity graph
Transactable
Agents act. AEO-REX exposes machine readable capabilities so an agent can move from question to booking or purchase on a customer's behalf.
.well-known/ai-plugin.json
Context
Why agent readiness matters in 2026
Three shifts have moved agent commerce from a 2027 problem to a 2026 problem for UK small businesses.
Agents now act, not just suggest. ChatGPT Operator, Anthropic Computer Use and Google's agent surfaces have crossed from recommendation into transaction. A customer can now ask their agent to book the appointment, fill the basket, or compare three suppliers and pick one. The visit to your website happens, but it happens without a human in the loop.
The conversion gap is closing. Walmart's 2025 research showed in-chat agent shopping converting at roughly a third of the rate of traditional on-site shopping. That gap is closing rapidly as agents get better and as more sites become machine readable. UK businesses that become agent ready while the gap is still open will own disproportionate share when it closes.
Most UK SME websites are not ready. Across the four agent readiness categories, the average UK small business website fails on at least two: structured data is incomplete, AI bots are accidentally blocked at the CDN, or there is no published capability surface for the agent to act on. The fix is not difficult. It is just specific. The AGENTREX scanner shows you exactly what is broken in about 60 seconds.
Practical step
How to check if your site is agent ready
Start with a free scan. The AGENTREX scanner runs 14 checks across the four agent readiness categories in about 60 seconds, no signup, no card.
The scan reports back the exact signals an AI agent sees when it visits your site. Discoverability checks confirm whether agents can reach you. Structured Data checks read your schema.org markup for completeness. Agent Access checks look for accidental bot blocks at the firewall, CDN or robots level. Transaction Readiness checks confirm whether an agent can move from question to purchase without a human in the loop.
Check if your site is agent ready
Free. No signup. Results in about 60 seconds.
Common questions
Agent readiness, answered
Four plain English answers to the questions UK business owners ask us most.
Agent readiness is the measure of whether AI agents can find, read, and transact with your business website on a customer's behalf. It covers four areas: Discoverability, Structured Data, Agent Access, and Transaction Readiness. The AGENTREX scanner runs 14 checks across those four categories.
Three main routes. First, conversational queries inside the AI engine itself, where the model returns a recommendation drawn from training data, retrieved citations and structured data. Second, browser style agents like ChatGPT Operator and Anthropic Computer Use that visit your site directly and read it the way a customer would. Third, machine readable signals you publish at your domain: schema.org markup, llms.txt, robots.txt, and well-known capability files.
If those signals are missing or broken, agents either skip your business or recommend a competitor whose site they can read.
Start with a free scan to find out where the gaps are. The AGENTREX scanner at agentrex.aeo-rex.com runs 14 checks across the four agent readiness categories in about 60 seconds, no signup.
From there the fix list typically involves publishing an llms.txt policy, adding or correcting schema.org markup for your services and pricing, removing accidental AI bot blocks in your robots.txt or CDN, and exposing a machine readable capability file so agents can complete bookings or purchases on customer behalf.
Walmart published research in 2025 showing in-chat agent shopping converts at roughly three times lower than traditional on-site shopping. That gap is closing fast as agents get more capable and as more sites become agent ready.
UK small businesses that prepare now will capture disproportionate share when the gap closes. Businesses that stay invisible to agents will lose ground to competitors whose sites can be read, trusted and transacted with by AI.