Contentation AI — The autonomous web publishing engine

Interactive demo

Watch the engine build a website.

Pick a topic or type your own. This is a simplified in-browser simulation of the six pipeline stages — the real engine runs the same flow on live search data and commercial AI models.

DemandRank topics by current search volume
DomainScore domains by history & fit
KeywordsDiscover & cluster phrases
PlanSilos, articles, link graph
GenerateText, images, theme
PublishDeploy to the edge

Press Run engine to start.

Simulation for illustration: numbers and titles are generated in your browser.

Why it matters

A new website takes a team and a week. We make it a job in a queue.

Existing tools solve single steps — a keyword tool here, an AI writer there. Nobody connects the whole chain. We do.

Manual today~5 daysper website, manual team work

Engine target< 8 hper website, fully automated

Throughput target100–150new websites / month

The engine

Six stages. Click one to look inside.

Why Cloudflare

A workload made for the edge.

100+ new websites a month, each on its own domain. Long, multi-step AI jobs. Millions of documents, embeddings and images. We are building the next generation of the engine Cloudflare-native.

Orchestrate

Think

Store

Serve

Scale model

What our growth means on Cloudflare

New websites per month: 120

10R&D target: 100–150300

1,440websites live after 12 monthsWorkers for Platforms · Cloudflare for SaaS

7,200pages generated per monthWorkflows · Queues

360kembedding requests per monthWorkers AI · Vectorize

84 GBnew assets stored per yearR2 · Images

173Medge requests per month at month 12Workers · CDN

288kstate records per monthD1 · Durable Objects

Planning estimate. Assumptions: 60 articles per site, ~30 embedded chunks per article plus 1,200 keyword embeddings per site, 4 images per article at ~250 KB, 1,500 visits per site per month at 4 pages and ~20 requests per page, ~40 state records per article.

Traction

Already running in production.

The engine builds on technology we already run every day.

20,000+publisher sites on our marketplace

1,000+websites in our own network

1.5Mmonthly unique users

14,000+articles published

Live

Contentation Marketplace

A two-sided marketplace connecting advertisers with website publishers — with smart search, large-scale data processing, editor integrations and online payments.

app.contentation.com →

8 AI modules in production · hover or tap

Long-form guides grounded in top-ranking sources, keywords and entities — engineered to eliminate hallucinations.

“…a pioneering approach to integrating artificial intelligence into marketing strategies, turning advanced technology into measurable business results.”

Waldemar PieniakCo-founder & CPO, Dietly.pl

“…advanced knowledge of AI and process automation. The team doesn’t just follow technology trends — it actively shapes them.”

Dariusz JurekSEO Expert

“A pioneer in using artificial intelligence in SEO … intelligent process automation and advanced tools for creating high-quality content … with full automation of the process.”

Tomasz RorataPartner, Sedato Sp. z o.o.

Excerpts, translated from Polish.

Our AI modules have been tested and used by teams at

DecathlonStarcomDietlyContaduodadoPewny Lokal

Research & development

A PLN 4.07M European R&D program.

Project “Automated creation of thematic web portals using multiple AI models”, co-financed by the EU under European Funds for West Pomerania 2021–2027, Measure 1.1 — Comprehensive R&D projects of enterprises.

PLN 4.07Mtotal project value

PLN 3.04MEU co-funding

Research cooperation with WSB Merito University · Member of ICT Cluster West Pomerania

Official project page →

Technology readiness

Stage 1 · Demand & domainsTRL 2→7

Stage 2 · Keywords & planningTRL 2→7

Stage 3 · Content, graphics & templatesTRL 2→7

Stage 4 · Full system integrationTRL 7→8

TRL 123456789

Roadmap

From our own network to a global SaaS.

Done

Modules & marketplace

8 AI modules and a two-sided marketplace in production.

Now

Autonomous engine

All stages integrated into one system, tested on our own sites.

Orchestration and publishing on Cloudflare, 100–150 new sites a month.

Then

Global SaaS

The engine offered to publishers, e-commerce and content teams worldwide.

Team

Operators who run 1,000+ websites.

A decade in search, publishing and product, plus hands-on AI engineering — building the tool we needed ourselves.

MM

Mariusz MichalskiCEO

KS

Kornel SzwajaHead of R&D

PP

Paweł PawlukChief Revenue Officer

MD

Marcin DziadekChief Growth Officer

Get in touch

Let’s build the autonomous web together.

Technology partners, investors, early SaaS users — we’d love to hear from you.

Type a topic.
Get a live website.