Our review process
Our method is designed to turn product research into findings a buyer can inspect, question and apply to a real workflow.
Research
We define the buyer problem, review official documentation and identify claims that need practical verification.
Hands-on testing
Comparable products receive consistent source files, recorded conditions and the same core tasks. Results will only be described after the work is completed.
Compare
We examine usable output, correction time, workflow effort, limits and failure cases rather than comparing feature lists alone.
Write findings
Observed facts are separated from editorial judgement. Conditions, uncertainty and product limitations remain visible.
Regular updates
Material product changes are checked over time, and future tested articles will show when their evidence was collected.
Commissions never buy a recommendation.
Products are never recommended because they pay commissions. There are currently no affiliate links on ChooseMyAI. If commercial relationships are introduced, they will be disclosed and kept separate from testing and editorial conclusions.
Evaluation principles
- Use the same source files across comparable products
- Describe test conditions and plan limitations
- Separate observed output from editorial judgement
- Publish failures and awkward results, not only successes
- Update conclusions when products materially change
- Disclose any commercial relationship visibly
Planned source-file set
| Source | Why it matters | Likely stress point |
|---|---|---|
| Two-person interview | Common podcast format | Speaker tracking and complete ideas |
| Solo talking head | Clear baseline | Moment selection and hook quality |
| Screen-share webinar | Common B2B source | Vertical readability |
| Panel discussion | Several speakers | Identity and reframing |
| Imperfect recording | Real-world conditions | Caption and audio robustness |
Planned measurements
- Number of candidate clips produced
- Number that communicate a coherent standalone idea
- Human editing time per approved clip
- Caption accuracy for names and specialist terms
- Speaker framing and layout errors
- Export restrictions, watermarks and processing limits
- Subscription cost relative to usable output
Ratings and recommendations
ChooseMyAI does not currently publish product ratings. A rating system will only be introduced if it can be applied consistently and explained in enough detail for readers to challenge it.