AyoobAI Hadron
Home Demo Sectors Live comparisons
10 of 10 sectors live
Home / Sectors / Faceted search SaaS

Faceted search.

Refinement that keeps up with the keystroke, on a catalogue of half a million.
The buyer's problem

A shopper types in a search box; sliders, facets, and sort all hit the server. Each keystroke adds latency. Today's faceted-search SaaS solves this by charging per query.

What Hadron replaces

The InstantSearch.js client layer - facets, sort, search-within-results - running entirely in the browser at native input rate.

What the buyer gets

Algolia-grade refinement with no per-query cost, no rate limit, and no server round-trip while the user is dragging a slider.

Patents demonstrated: P3 P4 P5 Reference customers: enterprise search platforms and e-commerce discovery layers
How to tell Hadron is working

Hadron is not claiming the GPU is fastest. It picks the right backend for each operation - sometimes GPU, sometimes Worker, sometimes CPU, sometimes a categorical refusal. The result is the same; the cost is different. Watch the Dispatch evidence panel beside each app: every keystroke and slider drag prints which path was chosen, the score that drove the choice, and a one-line reason.

GPUHardware-accelerated - chosen when batch size, shape and precision all favour it.
WORKERBackground thread - chosen when GPU transfer cost would dominate.
CPUInline - chosen for small workloads where dispatch overhead would dominate.
REFUSEDGPU categorically refused (patent-protected) - e.g. fuzzy and wildcard search modes.
UI heartbeat: 0 frames painted Longest frame gap (last 5s): 0 ms main thread responsive
Status: loading libraries... Product browser: queued Hotel comparison: queued
← Back to sectors index
Hadron is a product of AyoobAI.