Search Data Bench

Evidence review · Sep 23, 2026

Mangools API & data review: hands-on product evidence vs documented API

Boundary: our prior hands-on run used Mangools product interfaces. Search Data Bench has not authenticated the current account against the Mangools API, so API entitlement, SDB-B01 cost and quota remain UNRESOLVED.

What we tested

On September 21, 2026, the prior frozen test used Mangools Free+. KWFinder accepted and exported 25/25 frozen keywords. SiteProfiler and LinkMiner completed all four frozen-domain checks.

SERPChecker returned 17, 7 and 9 organic rows for the first three fixed queries. The remaining three queries were recorded as UNAVAILABLE / LIMIT after the observed lookup allowance was exhausted. SERPWatcher accepted all 25 keywords, but rank values had not returned by the final verification poll.

What Mangools documents now

Mangools publishes an official API reference with API-key authentication through the x-access-token header and a machine-readable OpenAPI specification. It also documents an AI Search Watcher API for managing monitors, models, prompts and settings around AI-search visibility.

Evidence status

Prior KWFinder runVERIFIED HANDS-ON
Prior SERPChecker runVERIFIED HANDS-ON / LIMIT
Current API existence/auth schemeOFFICIAL DOCUMENTED
AI Search Watcher APIOFFICIAL DOCUMENTED
SDB-B01 API executionNOT TESTED
Exact affiliate URLUNRESOLVED — no affiliate button published

Primary documentation

Mangools API docs · AI Search Watcher API docs