AI search visibility

AI assistants are the new storefront. Is yours visible?

Ipponar is an AI search visibility engine for e-commerce. We measure whether AI assistants cite and recommend your store - then fix what keeps you invisible.

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How it works

01 · STEP

Measure

We run your store through AI answer engines and score two axes: is your domain cited as a source, and is your brand mentioned in the answer.

02 · STEP

Diagnose

We pinpoint what blocks visibility: missing Product schema, AI-crawler blocks, content that models cannot parse.

03 · STEP

Fix

You get prioritized, platform-aware fixes - from structured data to AI-readable content.

Research

We audited 244 Hungarian webshops: 67.5 percent lack Product structured data. The UAE edition - the region's first large-scale AI-visibility audit - is completing now; publishing this week.

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Founder

Built solo by Laszlo Daniel Bence: designer, builder, and shipper of the entire measurement and optimization stack, and author of Hungary's first national AI-visibility study.