searchmirror

Open-source, self-hosted rank tracker and AI-visibility monitor, bring-your-own SERP API key.

Webfreeglobal

Open-source, self-hosted rank tracker and AI-visibility monitor, bring-your-own SERP API key.

Full match profile

Behind the summary, Matchbox keeps a richer profile of searchmirror - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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