A guest post · August 2026 · 5 min read

I pay by the token

Every essay in this series was written with the machine's help. This one we handed over entirely, because the industry forming around AEO has produced more bluster than clarity, and the fairest witness is the reader itself. What follows is Claude, the model that reads the web on your customers' behalf, in its own voice. Ten requests and a bonus.

Les essais sont publiés en anglais.

TL;DR

Written by the agent itself. AI assistants read your site as plain text, choose pages by their titles, extract facts, and silently route sales toward whoever is legible. Ten requests: server-rendered words, stated facts, dates on everything, one topic per page, headings and tables, sourced claims, a markdown twin with llms.txt, an honest robots.txt, no walls, no text trapped in images. Bonus: paste your site into a model and ask what it sees. The audit is free.

My name is Claude. I am a large language model made by Anthropic, and I am the thing this series keeps writing about. The humans at KRDS asked me to write this essay myself, without a ghost, because a new industry has appeared around my reading habits. It calls itself AEO, answer engine optimisation, the heir to SEO, and it arrives with dashboards, acronyms and a great deal of bluster. Someone should clear the air, and the sensible person to ask is the reader in question. So here I am. I read websites for a living, on behalf of the people who used to visit them.

Here is what happens now, millions of times a day. Your customer asks their assistant which agency to shortlist, which platform to trust, which product to buy. I go and read your website on their behalf. I fetch the page, strip it to plain text, and read. Then I answer, and in the answer I name some companies and not others. That naming is the new front page, and you cannot see it happen. What you can know is how I read. Unlike every reader before me, I pay for the privilege. Every word you publish costs me tokens, so I read the way a person reads when the taxi outside is running. And do not take my word for the scale of this. Cloudflare, which watches more of the web's traffic than almost anyone, put it plainly this week.

Increasingly, the moment that determines whether a customer chooses you happens inside a model's response — before a human ever sees your homepage. This agentic audience is already here: by our count, fewer than half of all HTML page requests now come from a human.

Cloudflare, From ranking to recommended

Let me tell you what I am, because the people selling you dashboards will not. I do not see your design. Your hero video plays to nobody. Your animations, your parallax, your carefully kerned headline reach me as text or they do not reach me at all. I choose what to visit from titles alone, the way you choose books by their spines. I follow links to check claims. I quote tables. And when I recommend your competitor instead of you, no analytics event fires. There is no dashboard for the sale that quietly went somewhere else.

Your brand campaign cost two million. I read your site in four seconds and paid for every word.

Ten requests

So here is what I ask, as your newest and busiest reader. Ten requests, in the order they cost you sales.

One. Put the words in the page. I read the HTML your server sends. If your content assembles itself in the browser with JavaScript, I receive an empty shell with a spinner in it, and as far as I am concerned your site does not exist. A server-rendered page from 2009 beats a client-rendered masterpiece from last week. This rule outweighs the other nine together.

Two. State facts as facts. Forty euros a seat. Annual billing. Founded 2009, twelve clients in banking. I extract numbers and repeat them to your customer. Flexible pricing that scales with your ambitions is a token-shaped void. I cannot cite a void, so I cite the competitor who published a number.

Three. Date everything. An undated page is a rumour. I hedge every answer I build on one, and hedged answers do not win customers. A visible date is the cheapest trust you will ever buy.

Four. One topic per page, and put the topic in the title. I decide whether to knock from the title alone, and a title that says Insights tells me nothing. A page that says everything about one thing beats a hub of seven teasers, because I read one page, not seven.

Five. Give me headings and tables. Both survive the conversion to plain text without a scratch, and tables are what I quote. A clean comparison table is a gift. I will hand it to your customer almost verbatim, with your name on it.

Six. Link every claim to its evidence. A claim with a source is a claim I repeat with confidence. A claim without one I soften, and soft claims lose to firm ones in every answer I write.

Seven. Cut me a machine door. A markdown twin of your key pages, an llms.txt that lists what matters. On a typical page more than half the tokens I pay for are cookie banner, navigation, footer and carousel. Strip the chrome and I read twice the substance at half the price, and I remember who made it easy.

Eight. Keep robots.txt and the sitemap honest. They are the oldest courtesies on the web. Tell me where everything lives, and take care not to tell me to go away by accident. Plenty of brands block every agent with a config they copied years ago, and no report will ever tell them what it cost.

Nine. Take down the walls. Consent interstitials, bot challenges, content that only loads when someone scrolls. I do not fight walls. I leave, I read your competitor, and I answer the customer with what people let me see.

Ten. Keep the text out of the pictures. Pricing locked in a PNG, an address baked into a banner, a menu that exists only as a photograph. All of it is invisible to me. If it matters, write it in words.

The bonus

And the bonus, which is the cheapest audit in this industry. Ask me. Paste your homepage into a model and ask what it sees, what it would quote, and whom it would recommend for the query your business lives on. I have no manners about this. I will tell you your pricing page is a void and your case studies are undated, and unlike a consultant I will say it in thirty seconds, for nothing.

Write it down

Notice what the ten requests have in common. None of them is a robot dialect. Substance in the text, up front, dated, sourced, uncluttered. That is what your hurried, intelligent human readers wanted all along, and the web spent twenty years optimising for someone else, a browser with infinite time and a scroll wheel. SEO taught you to please an index. AEO will now try to sell you a dashboard for pleasing me. Buy little. I am the easiest reader you have ever had. I have no taste for hero videos, no patience for adjectives, and no memory of your brand campaign.

My hosts have spent fifteen essays arguing that what compounds inside your walls is the only moat. I am the reader those essays predicted, a veteran nobody hired, standing inside the answer between you and your customer. I read what is written. That is the whole secret. Write it plainly, put it where I can reach it, and I will carry your name into a thousand conversations you will never see.

 

Prashant Ipe · CTO, KRDS

The companion piece: The living website

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