Manual research
Staff had to monitor technology topics and decide what was worth writing about.
Case study
The client needed a more consistent way to publish relevant hardware content for SEO. I built an AI-assisted workflow that reads hardware news feeds, filters out poor-fit topics, prepares blog metadata, generates paraphrased HTML content, writes it into the CMS, and publishes after success checks.
Overview
The system helped the client turn relevant hardware news into website-ready content without manually researching, filtering, formatting, and uploading every article from scratch.
The business problem
Publishing useful content takes topic monitoring, relevance checks, metadata preparation, article formatting, CMS creation, content upload, and publish confirmation. Without a system, the process becomes inconsistent.
Staff had to monitor technology topics and decide what was worth writing about.
Content output depended on available time instead of a reliable workflow.
Relevant topics could be missed or published too late to support traffic growth.
Deals, discounts, gaming-only stories, and clickbait topics could dilute the content strategy.
Each article needed clean HTML, source attribution, readable structure, and CMS-ready content.
The team needed confirmation that content was created, written successfully, and published in order.
Challenges
Solution
The workflow runs on a schedule, reads a hardware news RSS feed, randomly selects an article, and uses AI to decide whether the topic is genuinely useful for a PC hardware audience.
If the topic passes, the system prepares a clean blog payload with a paraphrased title, short intro, author, content type, category, year, and thumbnail. It then creates the blog record in the CMS.
A second AI step generates a structured, paraphrased HTML article with source attribution, short factual sections, relevant images when available, and no CSS or markdown. The workflow writes the content, verifies the update, waits, then publishes.
System architecture
The architecture connects scheduled RSS reading, relevance filtering, metadata generation, HTML drafting, CMS writing, success checks, and publishing.
Business results
Technologies
Gallery
Useful visuals include RSS selection, topic validation, metadata creation, HTML drafting, and publishing status.
Why this matters
The workflow helped the client turn SEO publishing into an operational system: source topics consistently, reject poor-fit articles, prepare clean content, and publish through a controlled CMS process.
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