- Industry
- Tech publishing
- Service
- Recovery and SEO automation
- Stack
- Python, n8n, Docker, LLM APIs
- Search engines
- Google and Bing
The problem
The site was hit by a Google penalty after problems with how adult (NSFW) content was handled. Traffic dropped significantly, and publishing more articles by hand was too slow to turn things around.
What I did
I designed and ran a "Clean & Pivot" strategy: remove what was hurting the site, then grow with content that adds something new to the topic.
Cleaned up the problem content
The content behind the penalty was identified and handled first, so new work would not be built on a damaged base.
Pivoted to information gain
New content had to add information the existing search results did not have, instead of repeating what was already ranking.
Built an automated publishing pipeline
I built a pipeline with Python, n8n and Docker, connected to LLM APIs, that prepared content in a consistent format and removed the manual steps from publishing.
Tracked Google and Bing separately
Bing was tracked as its own channel, not as an afterthought. It became a strong traffic source, which also matters for Microsoft Copilot answers.
- Python
- n8n
- Docker
- LLM APIs
- Google Search Console
- Bing Webmaster Tools
The result
Under my management, Bing traffic tripled, from about 2,000 to more than 6,000 clicks, and Google traffic grew 3.5 times.
- Traffic down after the penalty
- Manual publishing
- Bing treated as an afterthought
- 3x Bing traffic, 3.5x Google traffic
- Automated pipeline with LLM APIs
- Bing tracked as its own channel
What made the difference
Clean before you grow
New content on a penalized base rarely helps. Fixing the cause came first.
Automation for the repetitive work
The pipeline handled formatting and publishing, so people could focus on what to write.
Bing is not optional
Bing traffic tripled, and the same index feeds Microsoft Copilot answers.
Lost traffic, or stuck doing it all by hand?
I find what caused the drop and build the automations that let a small team publish more, without lowering quality.