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For Vertex AI Search teams

Make Vertex AI Search work harder. No rip-and-replace.

Vertex AI Search for commerce brings Google-scale models to your shop. searchHub adds what those models can't know: your shoppers' real vocabulary, clustered into proven master queries — plus independent proof of what converts.

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How Vertex AI Search works, and where it needs help

Google-scale models, generic understanding.

Vertex understands language impressively in general. But shop vocabulary is specific — brand slang, part numbers, regional spellings — and generic understanding still routes variants to different results, while every query is metered.

The complement
What searchHub adds on top of Vertex AI Search

searchHub grounds Vertex in your shop's own search history: variants become one master query, results become consistent, and your team gets engine-independent KPIs to steer by.

It optimizes Vertex AI Search. It does not replace it.
What searchHub adds to Vertex AI Search

Three capabilities added in front of Vertex, not instead of it.

Intent shaping as-you-type

Suggest orders autocomplete by what converts, typo-free and duplicate-free.

Query rewriting

Every spelling and typo is rewritten to one proven query, so Vertex AI Search retrieves on clean input.

Prioritized insights

Insights ranked by conversion potential tell you which journeys to fix first, so you act on evidence, not vanity charts.

Engine-agnostic by design — the one constant in your discovery stack, through every engine change and re-platforming. Why searchHub →
Topics right now

What Vertex AI Search teams are asking right now

Drawn from the current Vertex AI Search news cycle — and what each topic means for your search KPIs.

Agentic commerce and UCP

Google's agent protocols reward shops whose search returns clean, intent-matched results. Master queries make your catalog machine-readable — and measurable.

Metered queries at scale

Consumption pricing bills every variant. Clustering collapses duplicates before they are metered.

EU data governance

searchHub's journey tracking is anonymized and GDPR-native — intelligence without adding personal data to your cloud stack.

weeks
to a live A/B test, not a cloud project
0
changes to your Vertex AI Search setup

Does a foundation model know your shoppers' vocabulary better than your own data does?

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