Two kinds of product coverage
Source-based profiles explain a tool’s intended role using first-party product pages and documentation. They include editorial analysis, but they are not hands-on performance reviews. Tested reviews must state the test date, scenario, inputs, evaluation criteria, and material limitations.
How a profile is built
- 1
Define the user task and the decision the page should support.
- 2
Read official documentation for current capabilities, access, and limitations.
- 3
Separate provider claims from our editorial interpretation.
- 4
Describe a verification workflow and the situations where the tool is a poor fit.
- 5
Add a checked date and revisit material claims as products change.
Ratings and rankings
We do not attach numerical scores to source-based profiles. A score implies comparable, repeatable testing. Directory order follows the writing workflow and is not a ranking. If we publish future comparative tests, the rubric and raw scenarios will be described on the page.
Links and money
The current directory uses direct, non-affiliate links to official product websites. Providers do not pay for position, inclusion, or favorable language. If monetization changes, affected pages will carry a clear disclosure next to the link.
Updates and corrections
Each new page shows a reviewed date. Product interfaces can change between checks, so readers should confirm plan details on the official site. Send corrections with the page URL and supporting source to info@ai-essay.com.
About the 2023 archive
The original site published mystery-shopping reviews in 2023. Those URLs remain available for historical context, but they are clearly labeled as archived and excluded from search indexing until they are retested and substantively updated.
Open the archive →