Conflict of interest policy

Own-tool reviews

The author publishes scrapers on the Apify Store. When such a tool would otherwise score within the published methodology's reporting set, the review is published with all of the following:

• A COI flag at the top of the page.
• An independent reviewer named in the page frontmatter and JSON-LD.
• A comparator review of a competing tool published within 30 days.
• Optional sub-scores so readers can audit the breakdown.

We do not artificially suppress own-tools from the top of methodologically derived rankings. Suppressing a result that the methodology produces is itself a form of dishonesty.

Affiliate relationships

See affiliate disclosure. Affiliate eligibility does not affect scoring.

Corrections

Methodology violations or scoring errors should be reported via contact. All accepted corrections appear in the per-page changelog.