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Case study · Garmin

23% of all queries are complex — and wouldn’t deliver without Semantix.

On Garmin, Semantix Search is the storefront search experience. 23% of all search events were complex queries — and without Semantix, they wouldn’t have delivered results.

Semantix SearchApril – July 2026Specialty retail

23%

Of all queries are complex — and wouldn’t deliver without Semantix

Share of search events that needed Semantix to return results — not simple keyword lookups.

Read-only snapshot from live Semantix analytics (April–July 2026).

Just 23%

Of all queries are complex

Complex queries that wouldn’t deliver without Semantix — keyword search alone would miss them.

Apr–Jul

Live analytics window

Figures from the live Garmin Semantix analytics snapshot.

Results

Delivered where keyword search wouldn’t

Those complex queries still surfaced products because Semantix handled the intent.

The problem

Specialty shoppers do not only type exact product strings. They mix intent, specs, and imperfect phrasing — and keyword search alone often cannot return results.

What Search Saver did

Semantix Search runs as the storefront search layer: ranking and intent handling inside the existing experience, so complex queries still deliver products instead of empty or irrelevant results.

What showed up in the data

23% of all queries — and they wouldn’t deliver

About 23% of all search events are complex queries that wouldn’t deliver without Semantix. That is real demand keyword search alone would miss.

Complex is everyday traffic

Those queries are not an edge case — they are a steady share of live storefront search.

Full-stack search

Semantix owns the storefront search experience rather than sitting only as a recovery patch.

  • 23% of all Garmin search events are complex queries that wouldn’t deliver without Semantix.
  • Without Semantix, those queries would not have returned results.
  • When Semantix is search, complex intent is part of everyday traffic — not a niche.

Methodology

Figures were computed read-only from the Garmin Semantix analytics database (find-only; no writes). The 23% figure is the share of query events marked isComplex in the queries collection (April–July 2026) — of all queries, the complex share that wouldn’t deliver without Semantix. Catalog products, SKUs, and per-item pricing are excluded.

This public summary excludes catalog products, SKUs, and per-item pricing.

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