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Facts, never guarantees. Every review reports what our crawler measured, with its crawl time and per-check evidence. We do not promise rankings, traffic, or business outcomes, we do not rate SEO vendors, and we never tell a reader to buy any particular product or service — optional service categories on review pages are generic, unaffiliated pointers.

AI-written content, labeled. Initial-review summaries, recommendation wording, and Ask the Data answers are generated with AI from the measured figures on this site, under rules that forbid guarantees, invented numbers, and issues the crawler did not find. They are labeled wherever they appear, and every generated figure carries its crawl or as-of date. Scores and verification verdicts are never AI-generated — they are computed mechanically.

Corrections. A site owner who fixes something can resubmit and the review updates from a fresh crawl. If you believe a check misfired, use Contact — corrections to the engine ship for all sites at once. Site owners may also request removal of their review.

Independence. Grades are never influenced by advertisers or partners. If affiliate links are ever introduced, they will be disclosed and marked at the point of decision.