Search & Discovery — Build vs. Buy
24 capability decisions in Search & Discovery, each scored across the 12-dimension TCC framework for a mid-market Shopify reference scenario.
Algolia vs. Athos Commerce: Which Search Vendor Wins?
BUYAlgolia wins most mid-market catalogs past 10K SKUs as the consolidation-free vendor; Athos earns merchandising-led picks with merger risk priced in.
Search & Discovery
Algolia vs. Boost AI Search & Filter: Which Search Upgrade?
BUYAlgolia wins past roughly 10K SKUs where payback runs 6–9 months; Boost wins the middle band on predictable app tiers; native covers under 1K SKUs free.
Search & Discovery
Algolia vs. Coveo for Shopify Search: Which Engine Wins?
BUYAlgolia wins Shopify search from ~1K to 100K SKUs; Coveo is a quote-only enterprise license behind a 0-review connector; native covers under ~1K SKUs.
Search & Discovery
Algolia vs. Elasticsearch for Shopify: Which Search Lane Wins?
WAITAlgolia vs. Elasticsearch is a WAIT under 10,000 SKUs on Shopify: Search & Discovery is free. Past that, Algolia is the app path; Elasticsearch the build path.
Search & Discovery
Algolia vs. Meilisearch for Shopify Search: Which Engine Wins?
DEPENDSAlgolia wins as the vendor-maintained buy for 1K–100K SKUs; Meilisearch, with no Shopify app, is the build lane for a dev bench; native search covers under ~1K SKUs.
Search & Discovery
Algolia vs. Shopify's Native Search & Discovery: Upgrade or Wait?
BUYAlgolia beats free native Search & Discovery past roughly 1,000 SKUs, pays back in 6–9 months above ~10K, and loses to a self-hosted build past ~100K SKUs.
Search & Discovery
Algolia vs. Typesense for Shopify Search: Which Engine Wins?
DEPENDSAlgolia wins as the vendor-maintained buy for 1K–100K SKU catalogs; Typesense has no Shopify app, so it's the build lane; native search covers under ~1K SKUs free.
Search & Discovery
Athos Commerce vs. Boost AI Search & Filter: Which Engine?
BUYBoost wins the self-serve mid-market zone; Athos Commerce wins for quote-led merchandising depth. The metafield facet schema comes first either way.
Search & Discovery
Athos Commerce vs. Native Search & Discovery: Upgrade or Wait?
BUYAthos Commerce beats free native search past roughly 1,000 SKUs and pays back in 6–9 months above ~10K; the January 2025 merger adds vendor risk worth pricing.
Search & Discovery
Boost AI Search & Filter vs. Native Filters: Worth the Fee?
CUSTOMIZEA metafield-first customize play beats defaulting to Boost: native renders clean facets free to ~1,000 SKUs, and Boost pays back above ~10K or for filter-led UX.
Search & Discovery