AI Semantic Search WC by Volade
Find products by meaning — inside WordPress.
AI Semantic Search WC by Volade indexes catalog documents locally: query log, suggestions, shortcodes — 4 presets, no mandatory search SaaS.
3-step workflow
- 1Open Volade → Semantic Search
- 2Apply fashion-catalog, electronics-shop, grocery-local or agency-demo-catalog
- 3Review indexed docs — publish [asw_search] or [asw_suggest]
WooCommerce search 2026
Algolia bills — Elasticsearch is heavy — WP search misses intent
Stores want meaning-based product discovery inside WordPress.
AI
Semantic search lite
Documents, demo embeddings, query log, [asw_search] / [asw_suggest], 4 presets, JSON export — not Algolia.
Index
Local documents
4
Presets
UI
[asw_search] / [asw_suggest]
JSON
Free export
At a glance
Algolia cobra, Elasticsearch es pesado, la busqueda WP falla la intencion. AI Semantic Search WC by Volade v1.0.0 indexa el catalogo en local: shortcodes [asw_search] / [asw_suggest], cuatro presets (fashion-catalog, electronics-shop, grocery-local, agency-demo-catalog) y export JSON — gratis sin cuenta. No es Algolia.
Capturas de pantalla
UI de administración real a página completa: ajustes predefinidos, diagnósticos y configuración detallada.
2026 tooling compare
Search SaaS stack, or semantic lite at $0
Algolia bills. Elasticsearch ops is heavy. Native WP search is keyword-only.
Free core · 4 presets · local index · JSON export
SaaS
Typical search stack
$0
AI Semantic Search WC Volade
Why Woo stores still ship keyword-only search
Algolia bills; Elasticsearch is heavy; native WP search misses intent.
The Woo semantic search problem
Shoppers search with intent — not SKUs.
Algolia bills. Elasticsearch is ops-heavy. Native WP search is keyword-only.
- Algolia: relevance with SaaS cost
- Elasticsearch: infra burden for SMB stores
- Native WP: misses 'gift for runner' style queries
- No local query log in wp-admin
- No CLI / REST for agency catalog fleets
- No one-click vertical presets
The Volade answer
Local index, queries, suggestions — from wp-admin.
ASW stores documents and demo rankings locally, ships query logs and 4 presets — not Algolia.
- Dashboard Volade → Semantic Search
- Documents as indexed products
- Demo embeddings / similarity scores
- Query log + result snapshots
- Shortcodes [asw_search] and [asw_suggest]
- 4 presets: fashion-catalog, electronics-shop, grocery-local, agency-demo-catalog
- Audit events + JSON export + wp asw
- REST asw/v1 when connected
4 catalog presets
Fashion, electronics, grocery or agency demo — one click.
Fashion catalog
Style & intent queries for apparel.
fashion-catalogElectronics shop
Spec-oriented tech product search.
electronics-shopGrocery local
Everyday food & household intent.
grocery-localAgency demo
Client demo pack with sample index.
agency-demo-catalog4 index statuses
Active, Paused, Manual and Archived — clear for ops.
Document included in search.
Temporarily excluded.
Human-curated entry.
Historical only.
Statuses keep the index honest without a full search cluster.
Same day, meaning-aware search
fashion-catalog preset — indexed docs and query log in admin.
Preset
fashion-catalog applied.
UI
[asw_search] on a page.
Queries
Hits on dashboard.
Export
asw-export.json for backups.
search preview
Fashion — 2 docs · intent query ready
Local index + query log + JSON export for the team.
Real scenarios
What changes after activation.
Fashion store
Before: Keyword misses style intent
After: fashion-catalog
Intent hits
Electronics
Before: Spec jargon fails
After: electronics-shop
Spec match
Grocery
Before: Vague everyday queries
After: grocery-local
Local intent
Agency demo
Before: No client search pack
After: agency-demo-catalog
Demo ready
What Algolia, Elasticsearch and Sheets alone do not offer
Local product index, query log and shortcodes — in wp-admin, no mandatory search SaaS.
Product documents
Index Woo-oriented catalog entries.
Lite ranking
Demo similarity scores for hits.
Query log
Track searches and periods.
Search UI
[asw_search] / [asw_suggest] shortcodes.
4 presets
fashion-catalog, electronics-shop, grocery-local, agency-demo-catalog.
Audit trail
Timestamped events on key actions.
WP-CLI + REST
wp asw · asw/v1 status / export.
JSON export
Backup index and queries without SaaS.
Lite native wp asw — not Algolia / Elasticsearch / full vector DB SaaS.
What teams use
July 2026 landscape — WordPress vs external tools.
Algolia
SaaS
Excellent relevance — monthly cost scales with traffic.
Elasticsearch
Ops
Powerful — infra and maintenance cost.
Native WP search
Free
Keyword-only — weak on intent queries.
Spreadsheet synonyms
Fragile
Manual maps, no shortcode UI.
Nothing
Blind
Shoppers bounce on vague queries.
AI Semantic Search WC by Volade
$0
Local index, [asw_search], 4 presets, REST + CLI.
Semantic search × WooCommerce 2026
Algolia, Elasticsearch, Sheets vs a wp-admin semantic lite board.
Algolia
Hosted relevance engine.
Limit: SaaS cost scales with traffic.
Elasticsearch
Full-text / vector infra.
Limit: Ops burden for SMB stores.
Native WP search
Built-in keyword search.
Limit: Misses intent queries.
Doofinder
eCom search SaaS.
Limit: External dependency + cost.
Spreadsheet synonyms
Manual synonym maps.
Limit: Drift, no UI shortcode.
Do nothing
Default WP search only.
Limit: Bounce on vague queries.
Comparison table — 5 approaches
ASW vs Algolia, Elasticsearch, Spreadsheet and no tool.
| Feature | ASW Volade | Algolia | Elasticsearch | Spreadsheet | Nothing |
|---|---|---|---|---|---|
| Native WP semantic lite | ~ | ||||
| Local product index | ~ | ||||
| Query log in wp-admin | ~ | ~ | |||
| Industry presets | |||||
| Shortcodes [asw_search] | |||||
| JSON export + WP-CLI | ~ | ~ | |||
| Data on your server | |||||
| No mandatory search SaaS | ~ | ||||
| Typical yearly cost | $0 | SaaS | Ops | Dev | $0 |
Not Algolia/Elasticsearch/full vector DB. Lite local ranking only. Verify relevance on your catalog.
Three tiers, one plugin
Index, search UI and JSON export free. Volade account for REST. V+ for multisite rollup.
No account
- Local document index
- Query log
- 4 presets
- Search shortcodes
- JSON export
Volade account
- REST asw/v1
- Stats
- Remote sync
V+ Premium
- Multisite rollup
- wp asw network
- Agency catalog packs
WP-CLI `wp asw` and REST `asw/v1` for status, preset, list and export.
WP-CLI
status, preset, list, export — `wp asw preset fashion-catalog`.
wp asw status wp asw preset multi-stream wp asw export
Multisite
Index per site; network presets; rollup on V+.
- Index per blog
- Consolidated export
- Network presets
Download
Install the ZIP, open Volade → Semantic Search, apply fashion-catalog.
ZIP with Volade SDK — Volade → Semantic Search.
- 1Plugins → Add New → Upload → ZIP → Activate
- 2Volade → Semantic Search
- 3Pick a preset → index demo docs → publish [asw_search]
Search UI live in under 2 minutes
FAQ
Algolia, Elasticsearch, presets, REST, multisite and scope.
No. AI Semantic Search WC is a lite native local index for WooCommerce. Not a full hosted search or vector cluster.
Gratis vs V+ Premium
La extensión funciona sin cuenta. V+ desbloquea premium en esta extensión y en todo el catálogo.
| Característica | Gratis | V+ |
|---|---|---|
| Index documents & ranking lite | ||
| 4 presets fashion-catalog / electronics-shop / grocery-local / agency-demo-catalog | ||
| Shortcodes [asw_search] / [asw_suggest] | ||
| Journal requetes & export JSON gratuit | ||
| API REST asw/v1/* programmatique (connected) | ||
| Rollup reseau & packs catalogues agence |
Reseñas, debates y novedades
Comparte tu experiencia con AI Semantic Search WC by Volade y sigue las últimas versiones.
Ready for semantic product search on WooCommerce?
Download AI Semantic Search WC by Volade v1.0.0 — one-click preset, no signup.
Download v1.0.0