# Research Blog Notes

Voice profile:
- starts with the actual problem
- rejects fake stats and universal claims
- names tool limits

AI-pattern diagnosis:
- broad opening: "today's rapidly evolving landscape"
- urgency cliche: "more important than ever"
- unsupported statistic: "87%"
- inflated positioning: "revolutionary approach"
- universal promise: "transforming how every writer publishes online"

Fact decisions:
- 87% reader trust increase: unsupported, removed
- fact-checking eliminates hallucinations: contradicted by evidence, softened
- combines voice profiling, AI-pattern cleanup, lightweight fact-checking: supported

Rewrite decision:
- Started with the tension from the sample: generic style plus overconfident facts.
- Kept the tool capability narrow.
- Ended with the limitation, not a grand conclusion.
