What is an Agent Experience Platform (AXP)?

An Agent Experience Platform (AXP) is a piece of middleware that sits at the CDN edge, detects when an AI agent — ChatGPT, Claude, Perplexity, Gemini and their crawlers — is requesting a page, and serves that agent a stripped-down, machine-readable version of the page instead of your normal human site. Your visitors keep the interactive, JavaScript-heavy experience; the bot gets clean, token-light HTML it can actually parse. It is a new and fast-moving category, and it is worth understanding plainly before you decide whether you need one.

Where the term comes from

The category grew out of a broader idea: Agent Experience (AX). Netlify's Mathias Biilmann introduced the term internally in early 2025, framing it as the next sibling of two ideas everyone already knows — UX optimizes a product for human users, DX optimizes it for developers, and AX optimizes it for the AI agents that increasingly act on a human's behalf (Biilmann, "Introducing AX"). The "Agent Experience Platform" name is the productized, commercial version of that idea — it was coined and trademarked by the GEO vendor Scrunch for its edge product (Scrunch, Agent Experience Platform). Expect other vendors to ship something similar under different names; the concept is bigger than any one product.

The problem it is built for

Modern marketing sites are built for people: single-page apps, content that hydrates client-side, infinite scroll, navigation that assumes a mouse and a viewport. An AI crawler fetching that same URL often gets a near-empty HTML shell, or a wall of layout markup with the actual facts buried ten levels deep. The result is that engines retrieve your page, fail to extract a clean answer from it, and cite a competitor's plainer page instead. That failure is on-page and fixable — which is exactly the gap an AXP aims at.

How an Agent Experience Platform works

Implementations differ, but the published descriptions of the category share a four-step shape:

The pitch is real and the engineering is legitimate: no redesign, no developer sprint, a layer you switch on at the edge. But step three — serve the bot a different response than the human at the same URL — is also the exact mechanic of a practice search engines have penalized for two decades. That deserves a hard look before you sign anything.

The honest question: is this cloaking?

Google defines cloaking as "the practice of presenting different content to users and search engines with the intent to manipulate search rankings and mislead users," and prohibits it outright — penalties up to deindexing (Google Search spam policies). So an AXP serves different content to bots than to humans. Is that cloaking? The answer hinges on a single distinction Google itself draws: format versus substance.

Google explicitly allows making JavaScript- or image-bound content accessible to both crawlers and users — that is not cloaking, because the content is the same and only its accessibility changes. An AXP that hands an engine a tidier rendering of the identical facts a human reads lives on the right side of that line. An AXP that quietly tells the bot a better story than the customer gets does not — and the burden of staying on the right side is yours, not the vendor's.

The lighter-weight ladder most teams should climb first

An AXP is an enterprise answer to a problem that, for most sites, has cheaper answers further down the ladder. Work these in order before reaching for edge middleware:

1. Server-render the facts. The single biggest win is making sure your key claims appear in the initial HTML without JavaScript. If a crawler sees your prices and product facts on first byte, half the AXP problem disappears for free.
2. Add structured data. Schema.org markup lets a machine read your entities, prices, and FAQs unambiguously — the same signal an AXP injects, available natively.
3. Treat llms.txt as optional. The llms.txt proposal — a curated markdown map of your most citable pages — is non-deceptive and cheap to publish, but no major engine currently reads it (Google has said it doesn't use the file). Ship one if you like; just don't expect it to move citations.
4. Then, maybe, an AXP. For very large catalogs, complex compliance needs, or thousands of JS-bound pages you cannot re-platform, edge middleware can be the pragmatic scale answer. Reach for it last, not first.

What an AXP does not fix

This is the part the category sells past, and it is the part CitedOS cares most about. An AXP improves selectability — whether your page, once retrieved, is clean enough to survive the rerank and get cited. It does nothing for discoverability — whether you are in the retrieval pool at all, which is driven by off-site authority and search-index coverage, not by your HTML. Reformatting a page the engine never retrieves changes nothing. Those are two different gates, and we pull them apart in discoverability vs. selectability.

Before you buy: measure first

You cannot tell whether an AXP — or any GEO tactic — moved the needle unless you were already measuring AI visibility honestly: sampled across multiple runs, reported as a confidence range, stamped with the model version, not a single hero number on a good day. That baseline is what turns "we turned on an edge layer" into "our mention rate on these prompts rose past the noise floor." If you are weighing an AXP, start by measuring where you actually stand so you have a before to compare the after against.

The bottom line: an Agent Experience Platform is a legitimate, useful tool for a specific, large-scale problem — and a category to walk into with clear eyes. Keep the substance identical across audiences, climb the cheaper ladder first, remember it only touches selectability, and measure honestly on both sides of the change. Run the free audit to see where your pages stand before you reformat anything for the machines.