AI-visibility intelligence for marketing teams: visibility score, citation gap analysis and grounded recommendations.
Timing carries a lot of the weight here. Whether a brand surfaces inside AI-generated answers became a live anxiety for marketing teams only recently, and this arrived while the category was still empty. It also does not stop at measurement: a score, plus citation gaps, plus recommendations leaves a marketer with something to do on Monday. Building all of that on the sponsor's web-data collection put the host technology at the core of the product rather than at its edges.
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