Your customers search.
Only with Mandelbaum
do they actually find.
No more zero results, rigid keyword lists, or configuration weekends. Paste your URL, click twice - your own AI search is live.
Shop search is exhausting. We know.
Six problems almost every shop owner is fighting. Sound familiar?
High zero-result rate
Up to 30% of all searches end without results - even though the product is in stock. Every empty result page is a customer who walks away.
Low click-through rate
Hits are technically "right" - but not relevant. Customers scroll, doubt, bounce.
High configuration overhead
Synonym lists, filters, facets, weights. Every catalog change requires manual work again.
Developers required
Even setup needs devs. Tweaks even more. Marketing waits in the queue.
Opaque pricing
Pay-per-query, SKU tiers, black-box volume discounts. You only know at month-end what it actually costs.
No UI designer
Search looks like 2012 - and ruins your shop's look. A custom frontend? A budget line.
Six problems.
One solution.
A concrete answer to each problem - no roadmap promises, no buzzwords.
Semantic hits instead of empty pages.
Our AI understands the intent behind a query - not just the words. "Comfortable shoes for running" finds running shoes, even if "comfy" appears nowhere in the catalog.
Results customers actually click.
Every search is ranked individually: intent, context, conversion signals. Relevant products on top, irrelevant ones out.
No synonym lists. No facet upkeep.
Mandelbaum trains on your catalog - automatically, continuously. New product? Findable instantly. Zero maintenance.
Paste URL. Two clicks. Done.
Our crawler indexes your shop fully automatically. The widget you install via one-click in Shopify, Shopware, or via snippet. Your dev team stays in the sprint.
One number. Per month.
No query tiers. No SKU counter. You see in your dashboard what you book - and never pay a euro more.
Looks like your shop. Not like 2012.
The widget adapts to colors, typography, and radii automatically. Need more control? Set it in the editor - without a designer.
Everything modern shop search
needs - and nothing it doesn't.
One platform. No add-ons. No fine print.
Multilingual search - in one AI
Your customers search in German, English, French, Italian, Dutch, or Polish - Mandelbaum understands them all and finds in the same catalog. No separate index. No translation pipeline.
Our own AI model
No OpenAI proxy, no US cloud provider. We run our own embedding model - trained on e-commerce language, hosted in Nuremberg.
Auto filters
Filters generate from your catalog - sizes, colors, style, occasion. No manual facet maintenance.
Analytics included
Which searches convert, which don't. Top terms, zero-results, trends. In the dashboard, not in an export.
Shopify, Shopware & custom
One-click install for the major platforms. For everything else: a JS snippet, done.
GDPR-compliant. Without an asterisk.
No cookie banners because of us, no US data transfer, no third-party tracking. All data stays in Germany, with a German company, under German law.
Our own AI model.
Here built. Here hosted.
Other shop searches send your data to OpenAI, Anthropic or US cloud providers. We don't. Mandelbaum runs its own embedding model, trained on e-commerce language - on German servers in Nuremberg.
Keywords find words. Mandelbaum finds meaning.
Semantic search understands the intent behind a query - not just the letters.
Finds only what's literally there.
When customers don't use the right words, they find nothing - and leave.
Understands what the customer actually means.
Recognizes synonyms, related concepts, intent - even across languages.
One price. Per month.
No surprises.
No query tier, no SKU counter. You see everything you pay for - upfront.
Good questions. Short answers.
Paste your URL.
See for yourself.
Two clicks, five minutes, no dev ticket. Your own AI search is live.