“How to publish regular articles on your website without anyone writing them?”
See what we built
- unique visits from organic search in 5 weeks
- 0 → ~150
- autonomous agent runs in 5 weeks
- 31
- articles published, twice a week
- 11
- Google finds the articles and AI chats cite them too (GEO, AEO)
- SEO and GEO
- of Michal’s work: AI creates the text, images and video in the brand’s voice
- 0 h
The starting point
RAIS Group makes aluminum windows, facades and railings. The website had inherited indexing errors and no regular content, so search engines had no reason to rank it higher.
Goal: a website that takes care of its own content and gradually climbs in search.
Why an autonomous website
Three ways to keep regular content on a website.
| Copywriter | Agency | Autonomous agent | |
|---|---|---|---|
| Consistency | depends on capacity | per contract | twice a week |
| Topics | guesswork | keywords | Google Ads, Marketing Miner, competitors |
| Site technicals | not handled | sometimes | redirects and sitemap |
| Cost | fee per article | monthly fee | running the agent |
What we built
New website
The website rebuilt from scratch, with the domain and indexing fixed.
Autonomous agent
It finds topics via Google Ads and Marketing Miner: search demand, competitors and gaps in the market. Then it writes and publishes.
Technical SEO
Performance, responsiveness, redirects and sitemap. The articles meet SEO, GEO and AEO standards.
Google Search
A glass campaign in five regions, linking straight to the price list.
Meta campaign
Demand gen with the Pixel and server-side conversion tracking.
Timeline
May 2026today
- New website
- Agent launched
- First articles
- Campaigns
- Content audit
“31 runs and 11 articles in five weeks. The agent works on weekends too.”
Agent
- AgentFinds search demandGoogle Ads, Marketing Miner, competitors and the market
- AgentPicks a topicwhere RAIS has something to say and content is missing
- Michalshares hands-on experience, doesn’t write the article
- AgentWrites the articletext, images and video in the brand’s tone
- AgentPublishes itwith technical SEO, no manual work
- how much does an aluminum window costraisgroup.eu › blogHow much does an aluminum window cost and what affects the pricesample result
- AgentMeasuresrankings, visits and inquiries from the articles
↻ each run starts where the last one ended
People looking for windows find RAIS. The agent works on it every day.
Under the hood
For those who want to know how it’s built.
- Agent
- Claude, running on a schedule 7 days a week
- Publishing
- git and automatic deployment, AI-generated images and video
- SEO
- SEO, GEO and AEO, performance, responsiveness, redirects, sitemap
- Advertising
- Google Search and Meta with the Pixel and server-side CAPI
- Topics
- Google Ads, Marketing Miner, competitor analysis
“New articles keep appearing on the website, drawn from my experience and from topics people actually care about. I don’t have to think about it at all.”

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