Case studies from SEO and freelancing.

Detailed breakdowns of what happened, what was changed and what readers can apply to their own websites or freelance careers. No invented results and no vague success-story filler.

AI content
recovery

AI SEO case study

How we fixed AI slop after Google’s August spam update

A practical recovery system covering user intent, entities, authorship, evidence, content consolidation, human review and safe prompts for ChatGPT and Claude.

Read the AI recovery case study →

Fiverr case study

How I earned my first $3,500 on Fiverr and grew further

Shahzaib Ul Hassan’s first-hand Fiverr journey, including account setup, gig positioning, offers, early orders, mistakes, payments and the lessons that helped the business grow.

Read the Fiverr case study →

Transparency: Each case study explains its evidence and limitations. Results from one website or freelance account are educational examples, not guaranteed outcomes.