01
Machine-readable
Agents read your content. Semantics, schema, llms.txt and crawler access decide whether you appear in AI answers at all.
example · “Is the brand mentioned in ChatGPT?”
// the shift · agentic web
Your next customer is
51% not human.
More and more often, an AI researches, compares and decides on behalf of your customer. It already reads your site today, and will soon operate it. The goal stays the same: websites humans love and machines understand.
read, today
act, web-mcp
complete, agentic web
sec.01, the situation
One site.
Two audiences.
Your website isn't opened by humans only anymore. Just as often, a machine reads along: a crawler, an answer engine, an agent doing research for the user.
Both need the same page, prepared differently. Humans want design, language, speed. Machines want structure, meaning, clear interfaces.
Usability for humans and machines. From one codebase.
audience a
Human
sees · clicks · scrolls
- · design & brand feel
- · clear language
- · fast load time
- · trust & proof
audience b
Machine
parses · calls tools · cites
- · semantic HTML
- · Schema.org / JSON-LD
- · llms.txt & crawler access
- · Web-MCP tools
one codebase
flize makes both journeys usable on the same site, without a rebuild.
sec.02, today
They're already reading.
This isn't a forecast. Users get answers instead of link lists, AI crawlers pull content for training and answer data, agents research in the background. If you're poorly machine-readable, you drop out of this layer, long before a human ever sees the page.
today · web traffic
51%
of global web traffic is non-human (Imperva 2025)
2028 · b2b purchases
90%
expected to run through AI agents (Gartner)
2028 · agent spend
$15T
in B2B volume handled by agents (Gartner)
sources: Imperva 2025 Bad Bot Report · Gartner 2025
// the foundation
Being machine-readable is the price of entry. Only a site that's read cleanly can be cited, compared, and later operated by agents. That's exactly what flize ships today: semantic HTML, Schema, llms.txt, crawler access.
sec.03, where it's heading
Read → Act → Complete.
The shift unfolds in three stages. Today, agents read your content. Next, they act on your site. And in time, they complete whole tasks end-to-end, beyond any single page.
02
Web-MCP
The website becomes a server. It offers agents tools, search, check, book. Agents act instead of just reading.
example · “Book me the next free appointment.”
03
Agentic web
Agents complete tasks end-to-end: compare providers, negotiate, close, across multiple sites and services.
example · “Find, compare and book the best one.”
sec.04, web-mcp explained
The website speaks
the agent protocol.
Today an agent reads your HTML and guesses how a purchase or booking works. Web-MCP removes the guessing: your site exposes clearly defined tools that the agent calls directly and reliably, on your own domain, under your control.
client
AI agent
ChatGPT · Claude · Gemini · your own agent
// task
“Appointment next week, mornings.”
“Appointment next week, mornings.”
MCP
server · client.com/mcp
Your website
exposes tools & resources
▸ product.search(query)ready
▸ availability.check(id)ready
▸ appointment.book(slot)beta
without web-mcp
Agent reads HTML, guesses the steps, fails at forms and logins. Unreliable, not measurable.
with web-mcp
Agent calls defined tools, gets clear responses, closes reliably. Cleanly measurable at the tool level.
flize prototypes Web-MCP in the lab, partners get access first.
sec.05, not either/or
Humans
aren't going away.
“Not human” doesn't mean “no humans”. It means more and more pre-decisions, researching, comparing, shortlisting, are handled by a machine on the human's behalf.
Whoever isn't in that shortlist is never seen by the human. Whoever is in it, and is also able to act, wins both.
That's why flize optimises for both journeys, and shows you, for the first time, side by side how humans and agents convert.
2 credits free · no credit card
Get your site
ready, for both.
Machine-readable today, able to act tomorrow. flize brings your client sites to both stages, and you're in on Web-MCP from the start.
2 credits free
no subscription
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